Sahin Albayrak

2024

Enhancing Data Accessibility: Integrating Speech-Based Interfaces with Large Language Models for Intuitive Database Queries

Authors: Abdullah Kiwan, Andreas Lommatzsch, Sahin Albayrak

OPACA: Toward an Open, Language- and Platform-Independent API for Containerized Agents

Authors: Benjamin Acar, Tobias Küster, Marc Guerreiro Augusto, Fikret Sivrikaya, Sahin Albayrak

Driving into the future: a cross-cutting analysis of distributed artificial intelligence, CCAM and the platform economy

Authors: Marc Guerreiro Augusto, Benjamin Acar, Andrea Carolina Soto, Fikret Sivrikaya, Sahin Albayrak

2023

Online Monte Carlo Planning with QoS Subgoals for Data Caching in ITS MEC Networks

Authors: Umuralp Kaytaz, Saba Ahmadian, Fabian Sebastian Hofmann, Fikret Sivrikaya, Sahin Albayrak

Graph Neural Network for Digital Twin-enabled Intelligent Transportation System Reliability

Authors: Umuralp Kaytaz, Saba Ahmadian, Fikret Sivrikaya, Sahin Albayrak

FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation

Authors: Orhan Can Görür, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak

Data science for next-generation recommender systems (Guest Editorial)

Authors: Shoujin Wang, Yan Wang, Fikret Sivrikaya, Sahin Albayrak, Vito Walter Anelli

A Survey on the Use of Container Technologies in Autonomous Driving and the Case of BeIntelli

Authors: Benjamin Acar, Marc Guerreiro Augusto, Marius Sterling, Fikret Sivrikaya, Sahin Albayrak

2022

Optimistic Optimisation of Composite Objective with Exponentiated Update

Authors: Weijia Shao, Fikret Sivrikaya, Sahin Albayrak

Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives

Authors: Weijia Shao, Sahin Albayrak

Joint Link Rate Selection and Adaptive Forward Error Correction for High-Rate Wireless Multicast

Authors: Thomas Geithner, Fikret Sivrikaya, Sahin Albayrak

Competitive Learning for Unsupervised Anomaly Detection in Intelligent Transportation Systems

Authors: Umuralp Kaytaz, Fikret Sivrikaya, Sahin Albayrak

2021

Kullback-Leibler Divergence-Based Distributionally Robust Unit Commitment Under Net Load Uncertainty

Authors: Ogün Yurdakul, Fikret Sivrikaya, Sahin Albayrak

Sector-Coupled District Energy Management with Heating and Bi-Directional EV-Charging

Authors: Izgh Hadachi, Marcus Voß, Sahin Albayrak

Forecasting Daily Primary Three-Hour Net Load Ramps in the CAISO System

Authors: Ogün Yurdakul, Andreas Meyer, Fikret Sivrikaya, Sahin Albayrak

A Distributionally Robust Optimization Approach to Unit Commitment in Microgrids

Authors: Ogün Yurdakul, Fikret Sivrikaya, Sahin Albayrak

Adaptive Online Learning for the Autoregressive Integrated Moving Average Models

Authors: Weijia Shao, Lukas Friedemann Radke, Fikret Sivrikaya, Sahin Albayrak

Generalized Additive Modeling of Building Inertia Thermal Energy Storage for Integration into Smart Grid Control

Authors: M. Voß, J. F. Heinekamp, S. Krutzsch, F. Sick, S. Albayrak, K. Strunz

Human Modeling and Interaction in Cyber-Physical Systems: A Reference Framework

Authors: Doruk Sahinel, Cem Akpolat, Orhan Can Görür, Fikret Sivrikaya, Sahin Albayrak

Towards Intelligent Infrastructures and AI-driven Platform Ecosystems for Connected and Automated Mobility Solutions

Authors: Marc Guerreiro Augusto, Nils Masuch, Jan Keiser, Axel Heßler, Sahin Albayrak

Hierarchical Deep Reinforcement Learning based Dynamic RAN Slicing for 5G V2X

Authors: Umuralp Kaytaz, Ph.D. Fikret Sivrikaya, Sahin Albayrak

2020

PeriSense: Ring-Based Multi-Finger Gesture Interaction Utilizing Capacitive Proximity Sensing

Authors: Mathias Wilhelm, Daniel Krakowczyk, Sahin Albayrak

Ring-based Finger Tracking Using Capacitive Sensors and Long Short-Term Memory

Authors: Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak

A Gesture Control System for Drones Used with Special Operations Forces

Authors: Marius Montebaur, Mathias Wilhelm, Axel Heßler, Sahin Albayrak

Novel Hands-Free Interaction Techniques based on the Software Switch Approach for Computer Access with Head Movements

Authors: Cagdas Esiyok, Ayhan Askin, Aliye Tosun, Sahin Albayrak

Demonstration of Finger Tracking Using Capacitive Sensing with a Ring

Authors: Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak

Integration of Building Inertia Thermal Energy Storage into Smart Grid Control

Authors: Jan F. Heinekamp, Marcus Voß, Sabine Krutzsch, Friedrich Sick, Kai Strunz, Sahin Albayrak

Quantification of the Impact of GHG Emissions on Unit Commitment in Microgrids

Authors: Ogün Yurdakul, Fikret Sivrikaya, Sahin Albayrak

Very Short-Term Power System Frequency Forecasting

Authors: Ogün Yurdakul, Fatih Eser, Fikret Sivrikaya, Sahin Albayrak

A Novel Energy Management System for Cruise Ships Including Forecasting via LSTM

Authors: Pengchao Wei, Samira Vogt, Danyang Wang, Raul Elizondo Gonzalez, Ogün Yurdakul, Sahin Albayrak

A Novel Energy Management System for Solar Electric Vehicles

Authors: Lisette ten Boske, Tobias Gunneberg, Jonathan Rau, Ogün Yurdakul, Sahin Albayrak

Multi-Objective Residential Electricity Scheduling Based on Forecasting Generation and Demand via LSTM

Authors: Jan Timo Meyer, Louis-André Agrofoglio, Joris Clement, Qiyi Liu, Ogün Yurdakul, Sahin Albayrak

2019

A Survey on Simulation of Power Systems Resilience Under Extreme Weather Events

Authors: Izgh Hadachi, Sahin Albayrak

EffFeu Project: Towards Mission-Guided Application of Drones in Safety and Security Environments

Authors: Christopher-Eyk Hrabia, Axel Heßler, Yuan Xu, Jacob Seibert, Jan Brehmer, Sahin Albayrak

Software Switches: Novel Hands-Free Interaction Techniques for Quadriplegics Based on Respiration-Machine Interaction

Authors: Cagdas Esiyok, Ayhan Askin, Aliye Tosun, Sahin Albayrak

Short-Term Probabilistic Load Forecasting at Low Aggregation Levels using Convolutional Neural Networks

Authors: Alexander Elvers, Marcus Voß, Sahin Albayrak

Subgradient Methods for Averaging Household Load Profiles under Local Permutations

Authors: Marcus Voß, Brijnesh Jain, Sahin Albayrak

A Power Demand Estimator for Electric Vehicle Charging Infrastructure

Authors: Mahmoud Draz, Sahin Albayrak

Quality-aware Service Selection Approach for Adaptive Context Recognition in IoT

Authors: Elif Eryilmaz, Frank Trollmann, Sahin Albayrak

Optimal Energy Supply Scheduling for a Single Household: Integrating Machine Learning for Power Forecasting

Authors: Thomas Buechler, Fabian Pagel, Thibault Petitjean, Mahmoud Draz, Sahin Albayrak

A Framework for Integrating Intelligent Mobile Energy Storage into Energy Distribution Systems

Authors: Lara-Sophie Christmann, Claudia Offel, Luisa Rahn, Nikhil Singh, Lucie Géhin, Gai Hang, Asma Safaya , Mahmoud Draz, Sahin Albayrak

Anticipatory Bayesian Policy Selection for Online Adaptation of Collaborative Robots to Unknown Human Types

Authors: Orhan Can Görür, Benjamin Rosman, Sahin Albayrak

SITbench 1.0: A Novel Switch-based Interaction Technique Benchmark

Authors: Cagdas Esiyok, Sahin Albayrak

Increasing Self-Adaptation in a Hybrid Decision-Making and Planning System with Reinforcement Learning

Authors: Christopher-Eyk Hrabia, Patrick Marvin Lehmann, Sahin Albayrak

Adaptive Service Selection for Enabling the Mobility of Autonomous Vehicles

Authors: Elif Eryilmaz, Manzoor Ahmed Khan, Frank Trollmann, Sahin Albayrak

2018

Combining Self-Organisation with Decision-Making and Planning

Authors: Christopher-Eyk Hrabia, Tanja Katharina Kaiser, Sahin Albayrak

The Impact of Electric Vehicles on Low Voltage Grids: A Case Study of Berlin

Authors: Mahmoud Draz, Marcus Voß, Daniel Freund, Sahin Albayrak

Social Cobots: Anticipatory Decision-Making for Collaborative Robots Incorporating Unexpected Human Behaviors

Authors: Orhan Can Görür, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak

An Agent-Based Network Resource Management Concept for Smart City Services

Authors: Doruk Sahinel, Cem Akpolat, Fikret Sivrikaya, Sahin Albayrak

Applying robotic frameworks in a simulated multi-agent contest

Authors: Christopher-Eyk Hrabia, Patrick Marvin Lehmann, Nabil Battjbuer, Axel Heßler, Sahin Albayrak

EffFeu Project: Efficient Operation of Unmanned Aerial Vehicles for Industrial Fire Fighters

Authors: Christopher-Eyk Hrabia, Axel Heßler, Yuan Xu, Jan Brehmer, Sahin Albayrak

Adjusted Feature-Aware k-Nearest Neighbors: Utilizing Local Permutation-Based Error for Short-Term Residential Building Load Forecasting

Authors: Marcus Voß, Asmaa Haja, Sahin Albayrak

Application Independent Flexibility Assessment and Forecasting for Controlled EV Charging

Authors: Marcus Voß, Mathias Wilhelm, Sahin Albayrak

Hybrid adaptation policies: towards a framework for classification and modelling of different combinations of adaptation policies

Authors: Frank Trollmann, Johannes Fähndrich, Sahin Albayrak

Residential Short-Term Load Forecasting Using Convolutional Neural Networks

Authors: Marcus Voß, Christian Bender-Saebelkampf, Sahin Albayrak

Gamification in E-Commerce: Tangible vs. Intangible Rewards

Authors: Michael Meder, Till Plumbaum, Aleksander Raczkowski, Brijnesh Jain, Sahin Albayrak

Towards Adaptive Multi-Robot Systems: Self-organization and Self-adaptation

Authors: Christopher-Eyk Hrabia, Marco Lützenberger, Sahin Albayrak

An Architecture for Dynamic Context Recognition in an Autonomous Driving Testing Environment

Authors: Elif Eryilmaz, Frank Trollmann, Sahin Albayrak

2017

Countering Contextual Bias in TV Watching Behavior: Introducing Social Trend as External Contextual Factor in TV Recommenders

Authors: Felix Lorenz, Jing Yuan, Andreas Lommatzsch, Mu Mu, Nicholas Race, Frank Hopfgartner, Sahin Albayrak

Beyond-5G Vision for IOLITE Community

Authors: Doruk Sahinel, Cem Akpolat, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak

Towards Goal-driven Behaviour Control of Multi-Robot Systems

Authors: Christopher-Eyk Hrabia, Stephan Wypler, Sahin Albayrak

An autonomous companion UAV for the SpaceBot Cup competition 2015

Authors: Christopher-Eyk Hrabia, Martin Berger, Axel Heßler, Stephan Wypler, Jan Brehmer, Simon Matern, Sahin Albayrak

A Multi-Agent Platform for Augmented Reality based Product-Service Systems (Demonstration)

Authors: Nils Masuch, Tobias Küster, Johannes Fähndrich, Marco Lützenberger, Sahin Albayrak

Towards the Automatic Sentiment Analysis of German News and Forum Documents

Authors: Andreas Lommatzsch, Florian Bütow, Danuta Ploch, Sahin Albayrak

Learning about Human Personality

Authors: Sebastian Ahrndt, Sahin Albayrak

A Primer on Data-Driven Gamification Design

Authors: Michael Meder, Till Plumbaum, Sahin Albayrak

An Evaluation Framework for UAV Surveillance Applications

Authors: Michael Ettlinger, Bilge Sarp, Christopher-Eyk Hrabia, Sahin Albayrak

Vehicles of the Future: A Survey of Research on Safety Issues

Authors: Cem Bila, Fikret Sivrikaya, Manzoor Ahmed Khan, Sahin Albayrak

Decision Points for Non-determinism in Concurrent Model Synchronization with Triple Graph Grammars

Authors: Frank Trollmann, Sahin Albayrak

Reciprocal Impact of Autonomous Vehicles and Network Resource Management

Authors: Fikret Sivrikaya, Manzoor Ahmed Khan, Cem Bila, Sahin Albayrak

Toward Integrating Theory of Mind into Adaptive Decision- Making of Social Robots to Understand Human Intention

Authors: Orhan Can Görür, Benjamin Rosman, Guy Hoffman, Sahin Albayrak

CHARIOT: An IoT Middleware for the Integration of Heterogeneous Entities in an Urban Smart Factory

Authors: Cem Akpolat, Doruk Sahinel, Fikret Sivrikaya, Grzegorz Lehmann, Sahin Albayrak

Learning Mechanisms on OWL-S Service Descriptions for Automated Service Selection

Authors: Johannes Fähndrich, Nils Masuch, Lars Borchert, Sahin Albayrak

On the Decaying Utility of News Recommendation Models

Authors: Benjamin Kille, Sahin Albayrak

Incorporating Context and Trends in News Recommender Systems

Authors: Andreas Lommatzsch, Benjamin Kille, Sahin Albayrak

Recommending Personalized News in Short User Sessions

Authors: Elena Viorica Epure, Benjamin Kille, Jon Espen Ingvaldsen, Rebecca Deneckere, Camille Salinesi, Sahin Albayrak

2016

Human-Agent Teamwork: What is predictability, why is it important?

Authors: Sebastian Ahrndt, Johannes Fähndrich, Sahin Albayrak

Joint Human-Agent Activities: Challenges and Definition

Authors: Sebastian Ahrndt, Sahin Albayrak

Using Personality Models as Prior Knowledge to Accelerate Learning About Stress-Coping Preferences

Authors: Sebastian Ahrndt, Marco Lützenberger, Stephen Marc Prochnow, Sahin Albayrak

Personality and Agents: Formalising State and Effects

Authors: Sebastian Ahrndt, Frank Trollmann, Johannes Fähndrich, Sahin Albayrak

Design and Use of a Semantic Distance Measure for Interoperability Among Agents

Authors: Johannes Fähndrich, Sabine Weber, Sebastian Ahrndt, Sahin Albayrak

A comprehensive study on mid-level representation and ensemble learning for emotional analysis of video material

Authors: Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

Breaking down violence detection: Combining divide-et-impera and coarse-to-fine strategies

Authors: Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

A comprehensive study on mid-level representation and ensemble learning for emotional analysis of video material

Authors: Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

Multi-Agent Systems in Practice – When Research Meets Reality

Authors: Marco Lützenberger, Tobias Küster, Nils Masuch, Johannes Fähndrich, Sahin Albayrak

Breaking down violence detection: Combining divide-et-impera and coarse-to-fine strategies

Authors: Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

A Cognitive Architecture Incorporating Theory of Mind in Social Robots towards Their Personal Assistance at Home

Authors: Orhan Can Görür, Sahin Albayrak

Challenges for Adaptable Quality of Context Recognition in Opportunistic Sensing

Authors: Elif Eryilmaz, Frank Trollmann, Sebastian Ahrndt, Sahin Albayrak

Quality of Context Optimization in Opportunistic Sensing for the Automatization of Sensor Selection over the Internet of Things

Authors: Elif Eryilmaz, Sahin Albayrak

Process-Oriented Modelling, Creation, and Interpretation of Multi-Agent Systems

Authors: Tobias Küster, Axel Heßler, Sahin Albayrak

Contextual Factors Involvement for Score Modeling under LambdaRank in Recommender Systems

Authors: Jing Yuan, Andreas Lommatzsch, Sahin Albayrak

Extending Model Synchronization Results from Triple Graph Grammars to Multiple Models

Authors: Frank Trollmann, Sahin Albayrak

Engineering IoT Applications by Means of Software Technology and Computer-Aided Simulation (WIP)

Authors: Marco Lützenberger, Sahin Albayrak

Simulation-Based Development of IoT Applications with Multi-Agent Technology – Current Problems and Future Research Directions

Authors: Marco Lützenberger, Sahin Albayrak

Learning Gamification Design – An Usability First Approach for the Enterprise Infoboard Experiment

Authors: Michael Meder, Till Plumbaum, Sahin Albayrak

2015

Multi-stage Smart Grid Optimisation with a Multiagent System (Demonstration)

Authors: Christopher-Eyk Hrabia, Francisco Denis Pozo Pardo, Tobias Küster, Sahin Albayrak

Information Aggregation in an Enterprise

Authors: Erwin Gunadi, Sahin Albayrak

Forschungscampus Mobility2Grid – Erfahrungen zur Realisierung von Smart Grid Architekturen im Forschungs- und Laborumfeld

Authors: Andreas F. Raab, Jan Keiser, Robert Schmidt, Paul Röger, Johannes Sigulla, Nadim El Sayed, Jochen Twele, Christian Clemens, Jacob Sorge, Niklas Prieß, Peter Teske, Markus Gronau, Sahin Albayrak, Marco Lützenberger, Fabian Reetz, Ben Wilfert, Jens Krause

A common approach to intelligent energy and mobility services in a smart city environment

Authors: Marco Lützenberger, Nils Masuch, Tobias Küster, Daniel Freund, Marcus Voß, Christopher-Eyk Hrabia, Francisco Denis Pozo Pardo, Johannes Fähndrich, Frank Trollmann, Jan Keiser, Sahin Albayrak

Modelling of Personality in Agents: From Psychology to Implementation

Authors: Sebastian Ahrndt, Johannes Fähndrich, Sahin Albayrak

A Multi-Dimensional Metrics Framework for Measuring Autonomy in Complex Systems

Authors: Christopher-Eyk Hrabia, Nils Masuch, Sahin Albayrak

Real-time Recommendations for User-Item Streams

Authors: Andreas Lommatzsch, Sahin Albayrak

Ants in the OCEAN: Modulating Agents with Personality for Planning with Humans

Authors: Sebastian Ahrndt, Armin Aria, Johannes Fähndrich, Sahin Albayrak

Approximation of diagonal line based measures in recurrence quantification analysis

Authors: David Schultz, Stephan Spiegel, Norbert Marwan, Sahin Albayrak

Modelling of Personality in Agents: From Psychology to Logical Formalisation and Implementation (Extended Abstract)

Authors: Sebastian Ahrndt, Johannes Fähndrich, Marco Lützenberger, Sahin Albayrak

Twitter Sentiment Tracking for Predicting Marketing Trends

Authors: Cagdas Esiyok, Sahin Albayrak

Predictability in Human-Agent Cooperation: Adapting to Humans’ Personalities

Authors: Sebastian Ahrndt, Benjamin Breitung, Johannes Fähndrich, Sahin Albayrak

Fusion of Learned Multi-Modal Representations and Dense Trajectories for Emotional Analysis in Videos

Authors: Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

Applied Distributed Information Retrieval in Enterprise Search

Authors: Erwin Gunadi, Till Plumbaum, Sahin Albayrak

A Formal Description of a Mapping from Business Processes to Agents

Authors: Tobias Küster, Marco Lützenberger, Sahin Albayrak

Self-Explanation through Semantic Annotation: A Survey

Authors: Johannes Fähndrich, Sebastian Ahrndt, Sahin Albayrak

A Metrics Framework for Quantifying Autonomy in Complex Systems

Authors: Christopher-Eyk Hrabia, Nils Masuch, Sahin Albayrak

Using Interaction Signals for Job Recommendations

Authors: Benjamin Kille, Fabian Abel, Balazs Hidasi, Sahin Albayrak

Agent-Based Adaptive Mobile Computing in Games: Demonstration

Authors: Damian Burke, Axel Heßler, Sahin Albayrak

Verkehrstechnische Voraussetzungen: E-Flottenbetrieb, Ladeinfrastruktur, Mobilitätskonzept, Akzeptanzforschung: Forschungscampus EUREF – Mobility2Grid

Authors: Sahin Albayrak, Hans-Liudger Dienel, Thomas Richter, Birgit Böhm, Eliseo Hernandez, Jan Keiser, Bernd Louis, Marco Lützenberger, Andreas Manthey, Martin Mroß, Christian Rakow

Energietechnische Voraussetzungen für dezentrale Erzeugung, Speicherung, Lastmanagement und Netzbetrieb: Forschungscampus Mobility2Grid – Erfahrungen zur Realisierung von Smart Grid Architekturen im Forschungs- und Laborumfeld

Authors: Andreas F. Raab, Felix Klein, Kai Strunz, Jan Keiser, Sahin Albayrak

Flexible Energy Management System for Residential Demand Response in Smart Microgrids

Authors: Ogun Yurdakul, Cem Akpolat, Sahin Albayrak

Extending Model to Model Transformation Results from Triple Graph Grammars to Multiple Models.

Authors: Frank Trollmann, Sahin Albayrak

A Generic Simulation Model for Strategic Level Driver Behavior

Authors: Marco Lützenberger, Sahin Albayrak

Time Series Classification using Compressed Recurrence Plots

Authors: Thilo Michael, Stephan Spiegel, Sahin Albayrak

A Simulation Tool That Facilitates the Planning and the Development of Micro Smart Grids

Authors: Marco Lützenberger, Sahin Albayrak

eRing: Multiple Finger Gesture Recognition with one Ring Using an Electric Field

Authors: Mathias Wilhelm, Daniel Krakowczyk, Frank Trollmann, Sahin Albayrak

Conceptual Application of the MAPE-K Feedback Loop to Opportunistic Sensing

Authors: Elif Eryilmaz, Frank Trollmann, Sahin Albayrak

Situation Awareness Meets Ontologies: A Context Spaces Case Study

Authors: Andrey Boytsov, Arkady Zaslavsky, Elif Eryilmaz, Sahin Albayrak

2014

Understanding Affective Content of Music Videos Through Learned Representations

Authors: Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

HPLAN: Facilitating the Implementation of Joint Human-Agent Activities

Authors: Sebastian Ahrndt, Philipp Ebert, Johannes Fähndrich, Sahin Albayrak

Evaluation of a mobile EPR system for a new Healthcare Professional in Germany

Authors: Sebastian Ahrndt, Andreas Rieger, Elif Eryilmaz, Sahin Albayrak

Personalized Fall Risk Assessment Tool by using the Data Treasure contained in Mobile Electronic Patient Records

Authors: Elif Eryilmaz, Sebastian Ahrndt, Johannes Fähndrich, Sahin Albayrak

Are there Semantic Primes in Formal Languages?

Authors: Johannes Fähndrich, Sebastian Ahrndt, Sahin Albayrak

Towards a Holistic Approach for Problems in the Energy and Mobility Domain (Won the Best Paper Award)

Authors: Marco Lützenberger, Nils Masuch, Tobias Küster, Jan Keiser, Daniel Freund, Marcus Voß, Christopher-Eyk Hrabia, Francisco Denis Pozo Pardo, Johannes Fähndrich, Frank Trollmann, Sahin Albayrak

Towards Process-Oriented Modelling and Creation of Multi-Agent Systems

Authors: Tobias Küster, Axel Heßler, Sahin Albayrak

Human-Aware Planning: A Survey related to Joint Human-Agent Activities

Authors: Sebastian Ahrndt, Johannes Fähndrich, Sahin Albayrak

Visual and auditory Metaphors as Factors of Motivation in Fitness and Health Coaching

Authors: Martin Zöllig, Jelena Zach, Daniela Hery, Harald Klaus, Gesche Joost, Sahin Albayrak

Engineering JIAC Multi-Agent Systems (Demonstration)

Authors: Marco Lützenberger, Tobias Küster, Nils Masuch, Jakob Tonn, Sahin Albayrak

Towards Automated Service Matchmaking and Planning for Multi-Agent Systems with OWL-S – Approach and Challenges

Authors: Johannes Fähndrich, Nils Masuch, Hilmi Yildirim, Sahin Albayrak

Real-Time News Recommendations using Context-aware Ensembles

Authors: Andreas Lommatzsch, Sahin Albayrak

A Drivers Mind – Psychology runs Simulation

Authors: Marco Lützenberger, Sahin Albayrak

Energy Disaggregation meets Heating Control

Authors: Stephan Spiegel, Sahin Albayrak

Providing Multilingual Access to Health-Related Content

Authors: Till Plumbaum, Sascha Narr, Elif Eryilmaz, Frank Hopfgartner, Funda Klein-Ellinghaus, Anna Reese, Sahin Albayrak

Fast Time Series Classification under Lucky Time Warping Distance

Authors: Stephan Spiegel, Brijnesh Jain, Sahin Albayrak

Home Monitoring of Health: Virtual Home Health Station

Authors: Elif Eryilmaz, Sahin Albayrak

Distributed Enterprise Search using Software Agents

Authors: Erwin Gunadi, Michael Meder, Till Plumbaum, Christian Scheel, Frank Hopfgartner, Sahin Albayrak

A Mobile Electronic Patient Record System for a new Healthcare Professional in Germany: The agneszwei app

Authors: Sebastian Ahrndt, Andreas Rieger, Sahin Albayrak

A Visualization Tool for Violent Scenes Detection

Authors: Dominique Richard Maniry, Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

TUB-IRML at MediaEval 2014 Visual Privacy Task: Privacy Filtering through Blurring and Color Remapping

Authors: Dominique Richard Maniry, Esra Acar Celik, Sahin Albayrak

TUB-IRML at MediaEval 2014 Violent Scenes Detection Task: Violence Modeling through Feature Space Partitioning

Authors: Esra Acar Celik, Sahin Albayrak

Sensorbasierte Aktivitätserkennung im häuslichen Umfeld

Authors: Felix Rodemund, Sahin Albayrak, Harald Klaus

Formal Language Decomposition into Semantic Primes

Authors: Johannes Fähndrich, Sebastian Ahrndt, Sahin Albayrak

Model-driven Development and Validation of Multi-agent Systems in JIAC V with the Agent World Editor

Authors: Christian Kuster, Tobias Küster, Marco Lützenberger, Sahin Albayrak

Semantic Service Manager - Enabling Semantic Web Technologies in Multi-Agent Systems

Authors: Nils Masuch, Christian Kuster, Sahin Albayrak

BestTime: Finding Representatives in Time Series Datasets

Authors: Stephan Spiegel, David Schultz, Sahin Albayrak

A Recurrence Plot-based Distance Measure

Authors: Stephan Spiegel, Brijnesh Jain, Sahin Albayrak

Applying Heuristics and Stochastic Optimization for Load-Responsive Charging in a Smart Grid Architecture

Authors: Tobias Küster, Marco Lützenberger, Marcus Voß, Daniel Freund, Sahin Albayrak

Smart Grid Architectures and the Multi-Agent System Paradigm

Authors: Cagri Yilmaz, Sahin Albayrak, Marco Lützenberger

Predicting Task Execution Times by Deriving Enhanced Cognitive Models from User Interface Development Models

Authors: Michael Quade, Marc Halbrügge, Klaus-Peter Engelbrecht, Sahin Albayrak, Sebastian Möller

Users’ Reading Habits in Online News Portals

Authors: Cagdas Esiyok, Benjamin Kille, Brijnesh Jain, Frank Hopfgartner, Sahin Albayrak

An Agile Method for Multiagent Software Engineering

Authors: Jaschar Domann, Sindy Hartmann, Michael Burkhardt, Alexander Barge, Sahin Albayrak

Integrating Electric Vehicles into Smart Grid Infrastructures – A Simulation-Based Approach that became Reality

Authors: Marco Lützenberger, Tobias Küster, Sahin Albayrak

Current Frontiers in Reproducing Human Driver Behavior (Won the Best Paper Award)

Authors: Marco Lützenberger, Sahin Albayrak

2013

Agents vote against Falls: The Agent Perspective in EPRs

Authors: Sebastian Ahrndt, Johannes Fähndrich, Sahin Albayrak

A Framework for Learning and Analyzing Hybrid Recommenders based on Heterogeneous Semantic Data

Authors: Andreas Lommatzsch, Benjamin Kille, Sahin Albayrak

Towards Self-Explaining Agents

Authors: Johannes Fähndrich, Sebastian Ahrndt, Sahin Albayrak

JIAC V – A MAS Framework for Industrial Applications (Extended Abstract)

Authors: Marco Lützenberger, Tobias Küster, Thomas Konnerth, Alexander Thiele, Nils Masuch, Axel Heßler, Michael Burkhardt, Jakob Tonn, Silvan Kaiser, Jan Keiser, Sahin Albayrak

Automated Usability Evaluation of Model-based Adaptive User Interfaces for Users with Special and Specific Needs by Simulating User Interaction

Authors: Michael Quade, Grzegorz Lehmann, Klaus-Peter Engelbrecht, Dirk Roscher, Sahin Albayrak

Preventing Elderly from Falls: The Agent Perspective in EPRs

Authors: Sebastian Ahrndt, Johannes Fähndrich, Sahin Albayrak

A Novel Multi-Agent System Utilizing Quantum-Inspired Evolution for Demand Side Management in the Future Smart Grid

Authors: Rashad Badawy, Abdulsalam Yassine, Axel Heßler, Benjamin Hirsch, Sahin Albayrak

Learning Hybrid Recommender Models for Heterogeneous Semantic Data

Authors: Andreas Lommatzsch, Benjamin Kille, Sahin Albayrak

A 3D Approach to Recommender System Evaluation

Authors: Alan Said, Brijnesh Jain, Sahin Albayrak

Requirements for Applying Simulation-based Automated Usability Evaluation to Model-based Adaptive User Interfaces for Smart Environments

Authors: Michael Quade, Andreas Rieger, Sahin Albayrak

User-Centric Evaluation of a K-Furthest Neighbor Collaborative Filtering Recommender Algorithm

Authors: Alan Said, Benjamin Fields, Brijnesh Jain, Sahin Albayrak

Industrial Process Optimisation with JIAC (Demonstration)

Authors: Marco Lützenberger, Tobias Küster, Thomas Konnerth, Alexander Thiele, Nils Masuch, Axel Heßler, Jan Keiser, Michael Burkhardt, Silvan Kaiser, Jakob Tonn, Sahin Albayrak

An Adaptive Hybrid Movie Recommender based on Semantic Data

Authors: Andreas Lommatzsch, Benjamin Kille, Jae Won Kim, Sahin Albayrak

Engineering Industrial Multi-Agent Systems – The JIAC V Approach

Authors: Marco Lützenberger, Tobias Küster, Thomas Konnerth, Alexander Thiele, Nils Masuch, Axel Heßler, Jan Keiser, Michael Burkhardt, Silvan Kaiser, Jakob Tonn, Sahin Albayrak

An Intelligent Health Assistant for Migrants

Authors: Till Plumbaum, Sascha Narr, Veit Schwartze, Frank Hopfgartner, Sahin Albayrak

DAI at the MediaEval 2013 Visual Privacy Task: Representing People with Foreground Edges

Authors: Dominique Richard Maniry, Esra Acar Celik, Sahin Albayrak

Can You Simulate Traffic Psychology? An Analysis

Authors: Marco Lützenberger, Sahin Albayrak

Self-Explaining Agents

Authors: Johannes Fähndrich, Sebastian Ahrndt, Sahin Albayrak

Violence Detection in Hollywood Movies by the Fusion of Visual and Mid-level Audio Cues

Authors: Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

A Multi-Agent Approach to Professional Software Engineering

Authors: Marco Lützenberger, Tobias Küster, Thomas Konnerth, Alexander Thiele, Nils Masuch, Axel Heßler, Jan Keiser, Michael Burkhardt, Silvan Kaiser, Jakob Tonn, Michael Kaisers, Sahin Albayrak

An Agent-based Movie Recommender System Combining the Results Computed based on Heterogeneous Semantic Datasets

Authors: Andreas Lommatzsch, Benjamin Kille, Sahin Albayrak

A Tool Set for the Evaluation of Security and Reliability in Smart Grids

Authors: Joel Chinnow, Jakob Tonn, Karsten Bsufka, Thomas Konnerth, Sahin Albayrak

Distributed Evolutionary Optimisation for Electricity Price Responsive Manufacturing using Multi-Agent System Technology

Authors: Tobias Küster, Marco Lützenberger, Daniel Freund, Sahin Albayrak

Semi-Automated Generation of Semantic Service Descriptions

Authors: Nils Masuch, Philipp Brock, Sahin Albayrak

An Open Extensible Platform for Intermodal Mobility Assistance

Authors: Nils Masuch, Marco Lützenberger, Jan Keiser, Sahin Albayrak

Detecting Violent Content in Hollywood Movies by Mid-level Audio Representations

Authors: Esra Acar Celik, Frank Hopfgartner, Sahin Albayrak

2012

KMulE: A Framework for User-based Comparison of Recommender Algorithms

Authors: Alan Said, Ernesto William De Luca, Benjamin Kille, Brijnesh Jain, Immo Micus, Sahin Albayrak

SeMa² – a Hybrid Semantic Service Matching Approach

Authors: Nils Masuch, Benjamin Hirsch, Michael Burkhardt, Axel Heßler, Sahin Albayrak

Human Action Recognition using Lagrangian Descriptors

Authors: Esra Acar Celik, Tobias Senst, Alexander Kuhn, Ivo Keller, Holger Theisel, Sahin Albayrak, Thomas Sikora

Estimating the Magic Barrier of Recommender Systems: A User Study

Authors: Alan Said, Brijnesh Jain, Sascha Narr, Till Plumbaum, Sahin Albayrak, Christian Scheel

Correlating Perception-Oriented Aspects in User-Centric Recommender System Evaluation

Authors: Alan Said, Brijnesh Jain, Andreas Lommatzsch, Sahin Albayrak

A Framework for Automated Identification of Attack Scenarios on IT Infrastructures

Authors: Seyit Ahmet Camtepe, Karsten Bsufka, Leonhard Hennig, Cihan Simsek, Sahin Albayrak

GerNED: A German Corpus for Named Entity Disambiguation

Authors: Danuta Ploch, Leonhard Hennig, Angelina Duka, Ernesto William De Luca, Sahin Albayrak

SERUM: Collecting Semantic User Behavior for Improved News Recommendations

Authors: Till Plumbaum, Andreas Lommatzsch, Ernesto William De Luca, Sahin Albayrak

Wind Power-Aware Vehicle-to-Grid Algorithms for sustainable EV Energy Management Systems

Authors: Nils Masuch, Jan Keiser, Marco Lützenberger, Sahin Albayrak

Analyzing Weighting Schemes in Collaborative Filtering: Cold Start, Post Cold Start and Power Users

Authors: Alan Said, Brijnesh Jain, Sahin Albayrak

Distributed Optimization of Energy Costs in Manufacturing using Multi-Agent System Technology

Authors: Tobias Küster, Marco Lützenberger, Daniel Freund, Sahin Albayrak

AgentStore – A Pragmatic Approach to Agent Reuse

Authors: Axel Heßler, Benjamin Hirsch, Tobias Küster, Sahin Albayrak

Sensor-basierte Erkennung und Reaktion im häuslichen Umfeld

Authors: Karsten Raddatz, Aubrey-Derrick Schmidt, Alexander Thiele, Joel Chinnow, Dennis Grunewald, Sahin Albayrak

Applying Model-based Techniques to the Development of UIs for Agent Systems

Authors: Sebastian Ahrndt, Dirk Roscher, Marco Lützenberger, Andreas Rieger, Sahin Albayrak

Mining Application Development for Research

Authors: Johannes Fähndrich, Sebastian Ahrndt, Sahin Albayrak

Costs and Gains of Smart Charging Electric Vehicles to Provide Regulation Services

Authors: Daniel Freund, Marco Lützenberger, Sahin Albayrak

An Agent-Based Augmented Reality Demonstrator in the Domestic Energy Domain

Authors: Sebastian Ahrndt, Johannes Fähndrich, Marco Lützenberger, Andreas Rieger, Sahin Albayrak

Integration of Simulations and MAS for Smart Grid Management Systems

Authors: Thomas Konnerth, Joel Chinnow, Silvan Kaiser, Dennis Grunewald, Karsten Bsufka, Sahin Albayrak

Predicting Fall Risks in Electronic Patient Records

Authors: Ariane Schenk, Sebastian Ahrndt, Sahin Albayrak

MatArcs: An Exploratory Data Analysis of Recurring Patterns in Multivariate Time Series

Authors: Julia Gäbler, Stephan Spiegel, Sahin Albayrak

Tactical Information Visualization for Operation Managers in Mass Casualty Incidents

Authors: Mathias Wilhelm, Eva Burneleit, Sahin Albayrak

DAI Lab at MediaEval 2012 Affect Task: The Detection of Violent Scenes using Affective Features

Authors: Esra Acar Celik, Sahin Albayrak

A Trusted Ecosystem For Android Applications Based On Context-Aware Access Control

Authors: Markus Herpich, Leonid Batyuk, Seyit Ahmet Camtepe, Sahin Albayrak

Agent-based Integration of an Electric Car Sharing Fleet into a Smart Distribution Feeder

Authors: Daniel Freund, Andreas F. Raab, Tobias Küster, Sahin Albayrak, Kai Strunz

Cooperative incentives based load balancing in UCN: A probabilistic approach

Authors: Mürsel Yildiz, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak

Agent Based Assistance for Electric Vehicles – An Evaluation

Authors: Marco Lützenberger, Jan Keiser, Nils Masuch, Sahin Albayrak

Language-Independent Twitter Sentiment Analysis

Authors: Sascha Narr, Michael Hülfenhaus, Sahin Albayrak

Intelligent netzwerkbasierte Mobilitätssteuerung

Authors: Nadim El Sayed, Sahin Albayrak

Increasing Diversity Through Furthest Neighbor-Based Recommendation

Authors: Alan Said, Brijnesh Jain, Benjamin Kille, Sahin Albayrak

An Interests Discovery Approach in Social Networks Based on a Semantically Enriched Bayesian Network Model

Authors: Akram Al-Kouz, Sahin Albayrak

An Interests Discovery Approach in Social Networks Based on Semantically Enriched Graphs

Authors: Akram Al-Kouz, Sahin Albayrak

An Order-Invariant Time Series Distance Measure

Authors: Stephan Spiegel, Sahin Albayrak

Reconsider Your Strategy – An Agent-Based Conceptualisation of Compensatory Driver Behaviour

Authors: Marco Lützenberger, Sebastian Ahrndt, Benjamin Hirsch, Nils Masuch, Axel Heßler, Sahin Albayrak

Modeling Difficulty in Recommender Systems

Authors: Benjamin Kille, Sahin Albayrak

Entwicklung einer mobilen elektronischen Patientenakte für die ambulante Versorgung in ländlichen Regionen

Authors: Sebastian Ahrndt, Andreas Rieger, Sahin Albayrak

Semantic Preference Retrieval for Querying Knowledge Bases

Authors: Christian Scheel, Alan Said, Sahin Albayrak

2011

Integrating Multi-agent and Quantum-Inspired Evolution for Supply and Demand Matching in the Future Power Energy Networks

Authors: Rashad Badawy, Axel Heßler, Benjamin Hirsch, Sahin Albayrak

Inferring Contextual User Profiles – Improving Recommender Performance

Authors: Alan Said, Ernesto William De Luca, Sahin Albayrak

Personalizing Tags: A Folksonomy-like Approach for Recommending Movies

Authors: Alan Said, Benjamin Kille, Ernesto William De Luca, Sahin Albayrak

MediaEval 2011 Affect Task: Violent Scene Detection combining Audio and Visual Features with SVM

Authors: Esra Acar Celik, Stephan Spiegel, Sahin Albayrak

Performance Measures for Multi-Graded Relevance

Authors: Christian Scheel, Andreas Lommatzsch, Sahin Albayrak

A linked dataverse knows better: Boosting recommendation quality using semantic knowledge

Authors: Andreas Lommatzsch, Till Plumbaum, Sahin Albayrak

User QoE Influenced Spectrum Trade, Resource Allocation, and Network Selection

Authors: Manzoor Ahmed Khan, Hamidou Tembine, Fikret Sivrikaya, Sahin Albayrak, Barbara Konz

Cooperation-based resource allocation and call admission for wireless network operators

Authors: Manzoor Ahmed Khan, Ahmet Cihat Toker, Fikret Sivrikaya, Sahin Albayrak

Improved Gesture Trajectory Reconstruction from Acceleration Values for a Device Independent Gesture Recognition Approach

Authors: Mathias Wilhelm, Dirk Roscher, Sahin Albayrak

Towards An Enhanced Semantic Approach For Automatic Usability Evaluation

Authors: Peter Steinnökel, Christian Scheel, Michael Quade, Sahin Albayrak

Pattern Recognition in Multivariate Time Series – Dissertation Proposal

Authors: Stephan Spiegel, Brijnesh Jain, Ernesto William De Luca, Sahin Albayrak

DAI Approaches to the TAC-KBP 2011 Entity Linking Task

Authors: Danuta Ploch, Leonhard Hennig, Ernesto William De Luca, Sahin Albayrak

Using Static Analysis for Automatic Assessment and Mitigation of Unwanted and Malicious Activities Within Android Applications

Authors: Leonid Batyuk, Markus Herpich, Seyit Ahmet Camtepe, Karsten Raddatz, Aubrey-Derrick Schmidt, Sahin Albayrak

A Simulation Framework for Smart Meter Security Evaluation

Authors: Joel Chinnow, Karsten Bsufka, Aubrey-Derrick Schmidt, Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak

Extracting Semantic Annotations from Twitter

Authors: Sascha Narr, Ernesto William De Luca, Sahin Albayrak

Feeling Home Tangible Information Visualization in Smart Home Environments in Relation to the Concept of Transhumanism

Authors: Florian Weingarten, Sahin Albayrak

ASGARD Graphisches Monitoring für verteilte Multiagentensysteme

Authors: Jakob Tonn, Silvan Kaiser, Sahin Albayrak

Meta-modeling Runtime Models

Authors: Grzegorz Lehmann, Marco Blumendorf, Frank Trollmann, Sahin Albayrak

Investigating the Applicability of current Machine-Learning based Subjectivity Detection Algorithms on German Texts

Authors: Malik Atalla, Christian Scheel, Ernesto William De Luca, Sahin Albayrak

User Modeling for the Social Semantic Web

Authors: Till Plumbaum, Songxuan Wu, Ernesto William De Luca, Sahin Albayrak

Behavioral Biometrics for Persistent Single Sign-On

Authors: Tarik Mustafic, Arik Messerman, Seyit Ahmet Camtepe, Aubrey-Derrick Schmidt, Sahin Albayrak

SERUM: Collecting Semantic User Behavior for Improved News Recommendations

Authors: Till Plumbaum, Andreas Lommatzsch, Ernesto William De Luca, Sahin Albayrak

An Architecture for Smart Semantic Recommender Applications

Authors: Andreas Lommatzsch, Till Plumbaum, Sahin Albayrak

From Simulation to Emulation – An Integrated Approach for Network Security Evaluation

Authors: Martin Möller, Rainer Bye, Karsten Bsufka, Seyit Ahmet Camtepe, Sahin Albayrak

Strategic Behaviour in Dynamic Cities

Authors: Marco Lützenberger, Nils Masuch, Benjamin Hirsch, Sebastian Ahrndt, Axel Heßler, Sahin Albayrak

Using Social and Pseudo Social Networks to Improve Recommendation

Authors: Alan Said, Ernesto William De Luca, Sahin Albayrak

A Comparison of How Demographic Data Affects Recommendation

Authors: Alan Said, Till Plumbaum, Ernesto William De Luca, Sahin Albayrak

Predicting Future(E-)Traffic

Authors: Marco Lützenberger, Nils Masuch, Benjamin Hirsch, Axel Heßler, Sahin Albayrak

SPIGA – A Multilingual News Aggregator

Authors: Leonhard Hennig, Danuta Ploch, Daniel Prawdzik, Benjamin Armbruster, Christoph Büscher, Holger Düwiger, Ernesto William De Luca, Sahin Albayrak

User Centric Wireless Testbed

Authors: Mürsel Yildiz, Ahmet Cihat Toker, Fikret Sivrikaya, Sahin Albayrak

Strategic Behaviour in a Living Environment

Authors: Marco Lützenberger, Sebastian Ahrndt, Benjamin Hirsch, Nils Masuch, Axel Heßler, Sahin Albayrak

A User-Centric Approach for Efficient Daily Mobility Planning in E-Vehicle Infrastructure Networks

Authors: Nicklas Hoch, Bernd Werther, Henry-Paul Bensler, Nils Masuch, Marco Lützenberger, Axel Heßler, Sahin Albayrak, Roland Y. Siegwart

My Personal User Interface: A Semantic User-Centric Approach to Manage and Share User Information

Authors: Till Plumbaum, Katja Schulz, Martin Kurze, Sahin Albayrak

Agent-based Network Security Simulation

Authors: Dennis Grunewald, Marco Lützenberger, Joel Chinnow, Rainer Bye, Karsten Bsufka, Sahin Albayrak

AgentStore – A Pragmatic Approach to Agent Reuse

Authors: Axel Heßler, Benjamin Hirsch, Tobias Küster, Sahin Albayrak

Dynamic Distribution and Layouting of Model-Based User Interfaces in Smart Environments

Authors: Dirk Roscher, Grzegorz Lehmann, Veit Schwartze, Marco Blumendorf, Sahin Albayrak

The BDI Driver in a Service City (Extended Abstract)

Authors: Marco Lützenberger, Nils Masuch, Benjamin Hirsch, Sebastian Ahrndt, Axel Heßler, Sahin Albayrak

BOOK CHAPTER: Towards Semantic IPTV

Authors: Sahin Albayrak, Juri Glaß, Baris Karatas, Stefan Marx, Torsten Schmidt, Fikret Sivrikaya

Framework for Evaluating Collaborative Intrusion Detection Systems

Authors: Dennis Grunewald, Joel Chinnow, Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak

HAI – A Human Agent Interface for JIAC

Authors: Sebastian Ahrndt, Marco Lützenberger, Axel Heßler, Sahin Albayrak

Evaluation of Attacks and Countermeasures in Large Scale Networks

Authors: Joel Chinnow, Rainer Bye, Seyit Ahmet Camtepe, Karsten Bsufka, Sahin Albayrak

The end-user vs. adaptive user interfaces

Authors: Veit Schwartze, Frank Trollmann, Sahin Albayrak

Continuous and Non-intrusive Identity Verification in Real-time Environments based on Free-Text Keystroke Dynamics

Authors: Arik Messerman, Tarik Mustafic, Seyit Ahmet Camtepe, Sahin Albayrak

Context-Aware Device Self-Configuration Using Self-Organizing Maps

Authors: Leonid Batyuk, Christian Scheel, Seyit Ahmet Camtepe, Sahin Albayrak

Gamification: A Semantic Approach for User Driven Knowledge Conservation

Authors: Michael Meder, Till Plumbaum, Ernesto William De Luca, Sahin Albayrak

A Distributed Multi-Operator W2V2G Management Approach

Authors: Jan Keiser, Juri Glaß, Nils Masuch, Marco Lützenberger, Sahin Albayrak

Evaluating User Interface Adaptations at Runtime by Simulating User Interaction

Authors: Michael Quade, Marco Blumendorf, Grzegorz Lehmann, Dirk Roscher, Sahin Albayrak

User Facilitated Congestion and Attack Mitigation

Authors: Mürsel Yildiz, Ahmet Cihat Toker, Fikret Sivrikaya, Seyit Ahmet Camtepe, Sahin Albayrak

Latent Semantic Social Graph Model for Expert Discovery in Facebook

Authors: Akram Al-Kouz, Ernesto William De Luca, Sahin Albayrak

A Classification of Self-Explanatory User Interfaces

Authors: Maximilian Kern, Marco Blumendorf, Sahin Albayrak

A classification for Supportive User Interfaces derived from Collaborative User Interfaces

Authors: Carsten Wirth, Sahin Albayrak

A Context-Aware Mobile Accessible Electric Vehicle Management System

Authors: Nils Masuch, Marco Lützenberger, Sebastian Ahrndt, Axel Heßler, Sahin Albayrak

Link Prediction on Evolving Data using Tensor Factorization

Authors: Stephan Spiegel, Jan Hendrik Clausen, Sahin Albayrak, Jérôme Kunegis

Design and Implementation of Meta User Interfaces for Interaction in Smart Environments

Authors: Dirk Roscher, Grzegorz Lehmann, Marco Blumendorf, Sahin Albayrak

Multi-Device Key Management Using Visual Side Channels in Pervasive Computing Environments

Authors: Leonid Batyuk, Seyit Ahmet Camtepe, Sahin Albayrak

Distributed User Interfaces for Smart Environments: Characteristics and Challenges

Authors: Marco Blumendorf, Dirk Roscher, Sahin Albayrak

Formalizing model consistency based on the abstract syntax

Authors: Frank Trollmann, Marco Blumendorf, Veit Schwartze, Sahin Albayrak

Pattern Recognition and Classification for Multivariate Time Series

Authors: Stephan Spiegel, Julia Gäbler, Andreas Lommatzsch, Ernesto William De Luca, Sahin Albayrak

2010

Development of context-adaptive applications on the basis of runtime user interface models

Authors: Grzegorz Lehmann, Marco Blumendorf, Sahin Albayrak

Einsatz von intelligenten Agenten-Ensembles im Produktentstehungsprozess: Automatisches Zuordnen von Bauteilen zu Montagezonen bei der Prototypenmontage

Authors: Andreas Lommatzsch, Till Plumbaum, Christian Sauer, Sahin Albayrak

Learning Summary Content Units with Topic Modeling

Authors: Leonhard Hennig, Ernesto William De Luca, Sahin Albayrak

Towards Model-based Runtime Evaluation and Adaptation of User Interfaces

Authors: Michael Quade, Marco Blumendorf, Sahin Albayrak

Towards Multimodal Interaction in Smart Home Environments: The Home Operating System

Authors: Florian Weingarten, Marco Blumendorf, Sahin Albayrak

Bridging Models and Systems at Runtime to Build Adaptive User Interfaces

Authors: Marco Blumendorf, Grzegorz Lehmann, Sahin Albayrak

Personalized Learning to Rank Applied to Search Engines

Authors: Christian Scheel, Sascha Narr, Orlando Macone, Dennis Egert, Matthias Hohner, Ernesto William De Luca, Sahin Albayrak

Collaborative Intrusion Detection Framework: Characteristics, Adversarial Opportunities and Countermeasures

Authors: Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak

Meta-Modeling Runtime Models

Authors: Grzegorz Lehmann, Marco Blumendorf, Frank Trollmann, Sahin Albayrak

Exploiting Hierarchical Tags for Context-awareness

Authors: Alan Said, Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak

Integrating Human Intention into a Situation Model for Smart Environments

Authors: Andreas Rieger, Sahin Albayrak

Adjustable Context Adaptations for User Interfaces at Runtime

Authors: Veit Schwartze, Marco Blumendorf, Sahin Albayrak

Multilingual Ontology-based User Profile Enrichment

Authors: Ernesto William De Luca, Till Plumbaum, Jérôme Kunegis, Sahin Albayrak

Identifying Sentence-Level Semantic Content Units with Topic Models

Authors: Leonhard Hennig, Thomas Strecker, Sascha Narr, Ernesto William De Luca, Sahin Albayrak

The Link Prediction Problem in Bipartite Networks

Authors: Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak

Adaptive user interface assistance in smart environments

Authors: Maximilian Kern, Frank Trollmann, Marco Blumendorf, Sahin Albayrak

Personalized Multi-Document Summarization using N-Gram Topic Model Fusion

Authors: Leonhard Hennig, Sahin Albayrak

A 3-Layer Architecture for Smart Environment Models

Authors: Grzegorz Lehmann, Andreas Rieger, Marco Blumendorf, Sahin Albayrak

A Multimodal User Interface Model For Runtime Distribution

Authors: Dirk Roscher, Marco Blumendorf, Sahin Albayrak

Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization

Authors: Jérôme Kunegis, Stephan Schmidt, Andreas Lommatzsch, Jürgen Lerner, Ernesto William De Luca, Sahin Albayrak

Application-level simulation for network security

Authors: Stephan Schmidt, Rainer Bye, Joel Chinnow, Karsten Bsufka, Seyit Ahmet Camtepe, Sahin Albayrak

Optimization and Early-Warning in DSL Access Networks based on Simulation

Authors: Rainer Bye, Joel Chinnow, Jan Hendrik Clausen, Karsten Bsufka, Sahin Albayrak

How social relationships affect user similarities

Authors: Alan Said, Ernesto William De Luca, Sahin Albayrak

A Hierarchical Framework for Quantitative Corporate IT Risk Management

Authors: Stephan Schmidt, Sahin Albayrak

Conveying Multimodal Interaction Possibilities through the use of Appearances

Authors: Florian Weingarten, Marco Blumendorf, Sahin Albayrak

Using Net Patterns to Simplify the Application of Graph Transformation Rules

Authors: Frank Trollmann, Sahin Albayrak

Agent-based coordination techniques for matching supply and demand in energy networks

Authors: Rashad Badawy, Benjamin Hirsch, Sahin Albayrak

An Analytical Model for Dynamic Inter-Operator Resource Sharing in 4G Networks

Authors: Ahmet Cihat Toker, Fikret Sivrikaya, Nadim El Sayed, Sahin Albayrak

Modelling Emergency Scenarios using Algebraic High Level Net Transformation Systems with Net Patterns

Authors: Frank Trollmann, Maximilian Kern, Sahin Albayrak

Cooperative Game Theoretic Approach to Energy-Efficient Coverage in Wireless Sensor Networks

Authors: Truong Duc Cuong, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak

Named Entity Disambiguation for German News Articles

Authors: Andreas Lommatzsch, Danuta Ploch, Ernesto William De Luca, Sahin Albayrak

A Quantitative Framework for Dependency-Aware Organizational IT Risk Management

Authors: Stephan Schmidt, Sahin Albayrak

Dynamic user interface distribution for flexible multimodal interaction

Authors: Marco Blumendorf, Dirk Roscher, Sahin Albayrak

A Generic Framework and Runtime Environment for Development and Evaluation of Behavioral Biometrics Solutions

Authors: Arik Messerman, Tarik Mustafic, Seyit Ahmet Camtepe, Sahin Albayrak

Programming Service Oriented Agents

Authors: Benjamin Hirsch, Thomas Konnerth, Michael Burkhardt, Sahin Albayrak

BOOK CHAPTER: User-centric Convergence in Telecom Networks

Authors: Sahin Albayrak, Fikret Sivrikaya, Ahmet Cihat Toker, Manzoor Ahmed Khan

Performance Analysis of User-Centric Network Selection and Network-Centric Resource Allocation Approaches in Wireless Networks

Authors: Sahin Albayrak, Manzoor Ahmed Khan, Fikret Sivrikaya, Ahmet Cihat Toker, Truong Duc Cuong

Cooperative Game Theoretic Approach to Energy-Efficient Coverage in Wireless Sensor Networks

Authors: Truong Duc Cuong, Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak

Inter-operator Resource Sharing Decisions Under Uncertainty

Authors: Ahmet Cihat Toker, Fikret Sivrikaya, Sahin Albayrak, Bülent Yener

Performance Analysis of User-Centric Network Selection and Network-Centric Resource Allocation Approaches In Wireless Networks

Authors: Manzoor Ahmed Khan, Fikret Sivrikaya, Ahmet Cihat Toker, Sahin Albayrak

Secure context-aware reconfiguration for mobile devices

Authors: Leonid Batyuk, Sahin Albayrak

Non-Intrusive Continuous User Behavior Analysis Using Computerized Systems

Authors: Arik Messerman, Tarik Mustafic, Seyit Ahmet Camtepe, Sahin Albayrak

An Android Application Sandbox System for Suspicious Software Detection

Authors: Thomas Bläsing, Leonid Batyuk, Aubrey-Derrick Schmidt, Seyit Ahmet Camtepe, Sahin Albayrak

Separating Local and Global Aspects of Runtime Model Reconfiguration

Authors: Frank Trollmann, Grzegorz Lehmann, Sahin Albayrak

A Trajectory-based Approach for Device Independent Gesture Recognition in Multimodal User Interfaces

Authors: Mathias Wilhelm, Marco Blumendorf, Dirk Roscher, Sahin Albayrak

Teamworking for Security with CIMD: A Collaborative Approach to Intrusion Detection

Authors: Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak

Static Smartphone Malware Detection

Authors: Aubrey-Derrick Schmidt, Seyit Ahmet Camtepe, Sahin Albayrak

Teams Rather Than Individuals: Collaborative Intrusion Detection (Extended Abstract)

Authors: Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak

Adaptive Music News Recommendations based on Large Semantic Datasets

Authors: Till Plumbaum, Andreas Lommatzsch, Stefan Rudnitzki, Ernesto William De Luca, Holger Düwiger, Sahin Albayrak

2009

Developing and Benchmarking Native Linux Applications on Android

Authors: Leonid Batyuk, Aubrey-Derrick Schmidt, Hans-Gunther Schmidt, Seyit Ahmet Camtepe, Sahin Albayrak

Behavior-sensitive User Interfaces for Smart Environments

Authors: Veit Schwartze, Sebastian Feuerstack, Sahin Albayrak

Detecting Symbian OS Malware through Static Function Call Analysis

Authors: Aubrey-Derrick Schmidt, Jan Hendrik Clausen, Seyit Ahmet Camtepe, Sahin Albayrak

Design and Modeling of Collaboration Architecture for Security

Authors: Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak

Using Meta User Interfaces to Control Multimodal Interaction in Smart Environments

Authors: Dirk Roscher, Marco Blumendorf, Sahin Albayrak

Solving inherent problems of Anomaly Detection by Cooperation

Authors: Rainer Bye, Katja Luther, Seyit Ahmet Camtepe, Sahin Albayrak

A Meta User Interface to Control Multimodal Interaction in Smart Environments

Authors: Dirk Roscher, Marco Blumendorf, Sahin Albayrak

Towards a Framework for the Development of Adaptive Multimodal User Interfaces for Ambient Assisted Living Environments

Authors: Marco Blumendorf, Sahin Albayrak

Ubiquitous User Interfaces: Multimodal Adaptive Interaction for Smart Environments

Authors: Marco Blumendorf, Grzegorz Lehmann, Dirk Roscher, Sahin Albayrak

Automated Ground Truth Data Generation for Newspaper Document Images

Authors: Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas M. Breuel

Google Android – A Comprehensive Introduction

Authors: Hans-Gunther Schmidt, Karsten Raddatz, Aubrey-Derrick Schmidt, Seyit Ahmet Camtepe, Sahin Albayrak

An Extensible Simulation Framework for Critical Infrastructure Security

Authors: Joel Chinnow, Rainer Bye, Stephan Schmidt, Karsten Bsufka, Seyit Ahmet Camtepe, Sahin Albayrak

Smartphone Malware Evolution Revisited: Android Next Target?

Authors: Aubrey-Derrick Schmidt, Hans-Gunther Schmidt, Leonid Batyuk, Jan Hendrik Clausen, Seyit Ahmet Camtepe, Sahin Albayrak, Can Yildizli

Teamworking for Security: The Collaborative Approach

Authors: Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak

Cooperative Game Theoretic Approach to Integrated Bandwidth Sharing and Allocation

Authors: Manzoor Ahmed Khan, Ahmet Cihat Toker, Truong Duc Cuong, Fikret Sivrikaya, Sahin Albayrak

A Novel Approach for Device Independent Gesture Recognition

Authors: Mathias Wilhelm, Marco Blumendorf, Dirk Roscher, Sahin Albayrak

Towards a Common Smart Home Technology

Authors: Mathias Runge, Michael Quade, Marco Blumendorf, Sahin Albayrak

Auction Based Interface Selection in Heterogeneous Wireless Networks

Authors: Manzoor Ahmed Khan, Fikret Sivrikaya, Sahin Albayrak, Khalid Qazi Mengal

Stochastic Routing in Wireless Sensor Networks

Authors: Fikret Sivrikaya, Thomas Geithner, Truong Duc Cuong, Manzoor Ahmed Khan, Sahin Albayrak

Ein Framework für Ambient Assisted Living Services

Authors: Sahin Albayrak, Marco Blumendorf, Sebastian Feuerstack, Tobias Küster, Andreas Rieger, Veit Schwartze, Carsten Wirth, Paul Zernicke

Static Analysis of Executables for Collaborative Malware Detection on Android

Authors: Aubrey-Derrick Schmidt, Rainer Bye, Hans-Gunther Schmidt, Jan Hendrik Clausen, Osman Kiraz, Kamer Ali Yüksel, Seyit Ahmet Camtepe, Sahin Albayrak

2008

Executable Models for Human-Computer Interaction

Authors: Marco Blumendorf, Grzegorz Lehmann, Sebastian Feuerstack, Sahin Albayrak

Multimodal Smart Home User Interfaces

Authors: Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak

Multimodal User Interfaces for Smart Environments: The Multi-Access Service Platform

Authors: Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak

A Connectivity Management System for Vehicular Telemedicine Applications in Heterogeneous Networks

Authors: Frank Steuer, Thomas Geithner, Kaan Bür, Thomas Kaschwig, Sahin Albayrak

Autonomous Security – Eine neuartige Architektur f?r netzwerkbasierte Intrusion Detection und Response

Authors: Sahin Albayrak, Katja Luther, Rainer Bye, Stephan Schmidt, Aubrey-Derrick Schmidt, Karsten Bsufka

Toolipse: An IDE for Development of JIAC Applications

Authors: Axel Heßler, Tuguldur Erdene-Ochir, Benjamin Hirsch, Sahin Albayrak

Malicious Software for Smartphones

Authors: Aubrey-Derrick Schmidt, Sahin Albayrak

Application-level simulation for network security

Authors: Rainer Bye, Stephan Schmidt, Katja Luther, Sahin Albayrak

Modeling Collaborative Similarity with the Signed Resistance Distance Kernel

Authors: Jérôme Kunegis, Stephan Schmidt, Sahin Albayrak, Christian Bauckhage, Martin Mehlitz

Monitoring Smartphones for Anomaly Detection

Authors: Aubrey-Derrick Schmidt, Frank Peters, Florian Lamour, Sahin Albayrak

Utilizing Dynamic Executable Models for User Interface Development

Authors: Grzegorz Lehmann, Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak

Model-based Layout Generation

Authors: Sebastian Feuerstack, Marco Blumendorf, Veit Schwartze, Sahin Albayrak

On the Scalability of Graph Kernels Applied to Collaborative Recommenders

Authors: Jérôme Kunegis, Andreas Lommatzsch, Sahin Albayrak, Christian Bauckhage

Spatially Limited Contention for Multi-Hop Wireless Networks

Authors: Fikret Sivrikaya, Bülent Yener, Sahin Albayrak

Network level cooperation for resource allocation in future wireless networks

Authors: Manzoor Ahmed Khan, Truong Duc Cuong, Thomas Geithner, Fikret Sivrikaya, Sahin Albayrak

Monitoring Smartphones for Anomaly Detection

Authors: Aubrey-Derrick Schmidt, Frank Peters, Florian Lamour, Christian Scheel, Seyit Ahmet Camtepe, Sahin Albayrak

Enhancing Security of Linux-based Android Devices

Authors: Aubrey-Derrick Schmidt, Hans-Gunther Schmidt, Jan Hendrik Clausen, Kamer Ali Yüksel, Osman Kiraz, Seyit Ahmet Camtepe, Sahin Albayrak

XSLT-based Web-Content Extraction

Authors: Thomas Strecker, Danuta Ploch, Martin Kurze, Sahin Albayrak

Monitoring Android for Collaborative Anomaly Detection: A First Architectural Draft

Authors: Aubrey-Derrick Schmidt, Rainer Bye, Hans-Gunther Schmidt, Kamer Ali Yüksel, Osman Kiraz, Jan Hendrik Clausen, Karsten Raddatz, Seyit Ahmet Camtepe, Sahin Albayrak

Vision Based Obstacle Detection for Wheeled Robots

Authors: Tilman Wekel, Olaf Kroll-Peters, Sahin Albayrak

Automated Usability Evaluation during Model-Based Interactive System Development

Authors: Sebastian Feuerstack, Marco Blumendorf, Maximilian Kern, Michael Kruppa, Michael Quade, Mathias Runge, Sahin Albayrak

CIMD-Collaborative Intrusion and Malware Detection

Authors: Rainer Bye, Sahin Albayrak

Adaptive Window Size to Reduce the Influence of Heterogeneous Mobility on TCP Performance

Authors: Niklas Kirschnick, Pablo Vidales Calderon, Frank Steuer, Sahin Albayrak

2007

Multi-Domain Collaborative Exploration Mechanisms for Query Expansion in Agent Based Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Efficient Query Delegation by Detecting Redundant Retrieval Strategies

Authors: Christian Scheel, Nicolas Neubauer, Andreas Lommatzsch, Klaus Obermayer, Sahin Albayrak

Mapping BPMN to Agents: An Analysis

Authors: Holger Endert, Tobias Küster, Benjamin Hirsch, Sahin Albayrak

Decentralized Detector Generation in Cooperative Intrusion Detection Systems

Authors: Rainer Bye, Katja Luther, Seyit Ahmet Camtepe, Tansu Alpcan, Sahin Albayrak, Bülent Yener

A Malware Detector Placement Game for Intrusion Detection

Authors: Stephan Schmidt, Tansu Alpcan, Sahin Albayrak, Tamer Ba?ar, Achim Müller

A Cooperative AIS Framework for Intrusion Detection

Authors: Katja Luther, Rainer Bye, Tansu Alpcan, Sahin Albayrak, Achim Müller

Improving TCP Goodput in 802.11 Access Networks

Authors: Long Le, Sahin Albayrak, Mouslim El-Kotob, Ahmet Cihat Toker

An Agent-Based Approach for Privacy-Preserving Recommender Systems

Authors: Richard Cissée, Sahin Albayrak

Agent Technology for Personalized Information Filtering: The PIA-System

Authors: Sahin Albayrak, Stefan Wollny, Andreas Lommatzsch, Dragan Milosevic

Network Economy in Service- and Context-Aware Next Generation Mobile Networks

Authors: Sahin Albayrak, Kaan Bür, Ahmet Cihat Toker

Towards Collaborative User-Centric Healthcare Services

Authors: Paul Zernicke, Carsten Wirth, Sahin Albayrak

Using Multi-Agent Systems for Learning optimal Policies for complex Problems

Authors: Andreas Lommatzsch, Sahin Albayrak

Agent Technology for Personalized Information Filtering: The PIA System

Authors: Sahin Albayrak, Stefan Wollny, Andreas Lommatzsch, Dragan Milosevic

Agents do it for Money – Accounting features in Agents

Authors: Jan Keiser, Benjamin Hirsch, Sahin Albayrak

Towards a Mapping from BPMN to Agents

Authors: Holger Endert, Benjamin Hirsch, Tobias Küster, Sahin Albayrak

An unsupervised hierarchical method for automated document categorization

Authors: Robert Wetzker, Tansu Alpcan, Christian Bauckhage, Winfried Umbrath, Sahin Albayrak

An Intelligent Knowledge Sharing System for Web Communities

Authors: Christian Bauckhage, Tansu Alpcan, Sachin Kumar Agarwal, Florian Metze, Robert Wetzker, Milena Ilic, Sahin Albayrak

Network Economy for Efficient Service Delivery in Heterogeneous Next Generation Networks

Authors: Sahin Albayrak, Kaan Bür, Ahmet Cihat Toker

A Parameter Injection Algorithm for Real-time Traffic in 802.11 Open Access Networks

Authors: Mouslim El-Kotob, Sahin Albayrak

Distance Measures in Query Space: How Strongly to Use Feedback from Past Queries

Authors: Nicolas Neubauer, Christian Scheel, Sahin Albayrak, Klaus Obermayer

Adapting Ratings in Memory-Based Collaborative Filtering using Linear Regression

Authors: Jérôme Kunegis, Sahin Albayrak

An Agent-Based Approach to User-Initiated Semantic Service Interconnection

Authors: Nicolas Braun, Richard Cissée, Sahin Albayrak

Prototyping of Multimodal Interactions for Smart Environments based on Task Models

Authors: Sebastian Feuerstack, Marco Blumendorf, Sahin Albayrak

Multimodal User Interaction in Smart Environments: Delivering Distributed User Interfaces

Authors: Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak

Enhancing the Flexibility of a Multimodal Smart Home Environment

Authors: Efthymios Dimopoulos, Sahin Albayrak, Klaus-Peter Engelbrecht, Grzegorz Lehmann, Sebastian Möller

2006

An Agent-Based Framework for Personalized Information Services

Authors: Richard Cissée, Jens Wohltorf, Andreas Rieger, Sahin Albayrak

Strategy Coordination Approach for Safe Learning about Novel Filtering Strategies in Multi Agent Framework

Authors: Sahin Albayrak, Dragan Milosevic

Testbed for Mobile Network Operator Scenarios

Authors: Frank Steuer, Mouslim El-Kotob, Sahin Albayrak, Andre Steinbach

JADL: An Agent Description Language for Smart Agents

Authors: Thomas Konnerth, Benjamin Hirsch, Sahin Albayrak

Multi-Domain Strategy Coordination Approach for Optimal Resource Usage in Agent Based Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Traffic Measurement for Network Planning of an 802.11-based Operator

Authors: Mouslim El-Kotob, Sahin Albayrak

Mobility-based Runtime Load Balancing in Multi-Agent Systems

Authors: Jan Stender, Silvan Kaiser, Sahin Albayrak

Seamless Home Services

Authors: Sebastian Feuerstack, Marco Blumendorf, Grzegorz Lehmann, Sahin Albayrak

Intelligent Network-Based Early Warning Systems

Authors: Karsten Bsufka, Olaf Kroll-Peters, Sahin Albayrak

Bridging the Gap between Model and Design of User Interfaces

Authors: Sebastian Feuerstack, Marco Blumendorf, Sahin Albayrak

Event-based Synchronization of Model-Based Multimodal User Interfaces

Authors: Marco Blumendorf, Sebastian Feuerstack, Sahin Albayrak

A Serviceware Framework for Designing Ambient Services

Authors: Benjamin Hirsch, Thomas Konnerth, Axel Heßler, Sahin Albayrak

The Open Access Network Architectural Paradigm Viewed Versus Peer Approaches

Authors: Mouslim El-Kotob, Herbert Almus, Sahin Albayrak, Klaus Rebensburg

Semantics- and Context-Aware Networks: Motivation, Requirements, and Architecture

Authors: Long Le, Sahin Albayrak, Mouslim El-Kotob, Frank Steuer, Ahmet Cihat Toker

2005

Resource And Job Aware Coordination In Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Advanced Grid Management Software for Seamless Services

Authors: Sahin Albayrak, Silvan Kaiser, Jan Stender

Collaborative Filtering Guided Exploration in Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Seamless Mobility over Broadband Wireless Networks

Authors: Frank Steuer, Mouslim El-Kotob, Sahin Albayrak, Haakon Bryhni, Trond Lunde

A Churn-resistant Strategy for a Highly Reliable P2P System

Authors: Giscard Wepiwe, Sahin Albayrak

Combining Self-Organizing Map Algorithms for Robust and Scalable Intrusion Detection

Authors: Sahin Albayrak, Achim Müller, Christian Scheel, Dragan Milosevic

Component Based Local Optimisation Filtering Agent

Authors: Sahin Albayrak, Dragan Milosevic

An Agent-Based Architecture for Ubiquitous Multimodal User Interfaces

Authors: Andreas Rieger, Richard Cissée, Sebastian Feuerstack, Jens Wohltorf, Sahin Albayrak

Cooperative Community Selection in Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Distributed Community Cooperation In Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Flexible Strategy Coordination Approach for Supporting Resource Awareness in Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Response Time Aware Coordination in Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Agent Technology for Personalized Information Filtering: The PIA-System

Authors: Sahin Albayrak, Stefan Wollny, Nicolas Varone, Andreas Lommatzsch, Dragan Milosevic

Advanced Grid Management Software for Seamless Services

Authors: Sahin Albayrak, Silvan Kaiser, Jan Stender

2004

Seamless, Intelligent Grid Services for e-Science

Authors: Sahin Albayrak, Silvan Kaiser, Collin Müller

Generic Intelligent Personal Information Agent

Authors: Sahin Albayrak, Dragan Milosevic

Reinforcement Learning for Procurement Agents of the Factory of the Future

Authors: Sahin Albayrak, Burak Simsek, Alexander Korth

Component Based Local Optimisation Filtering Agent

Authors: Sahin Albayrak, Dragan Milosevic

Situation-aware Coordination in Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Resource Load Predictable Coordination in Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Self Improving Coordination in Multi Agent Filtering Framework

Authors: Sahin Albayrak, Dragan Milosevic

Towards Intelligent Behaviour for Autonomic Communications

Authors: Mouslim El-Kotob, Plamen L. Simeonov, Hakan Coskun, Sahin Albayrak

2003

An Agent-based Decision Support System for the Introduction of Next Generation Mobile Services

Authors: Jens Wohltorf, Sahin Albayrak

Living Factory: Back to Koestler in Holonic Manufacturing

Authors: Burak Simsek, Sahin Albayrak

Decision Cockpit for Mobile Services

Authors: Jens Wohltorf, Sahin Albayrak

2001

Agent-based Telematic Services and Telecom Applications

Authors: Stefan Fricke, Karsten Bsufka, Jan Keiser, Torge Schmidt, Ralf Sesseler, Sahin Albayrak

Agent-based Marketplaces for Electronic Commerce

Authors: Ralf Sesseler, Sahin Albayrak

Agent-oriented technology for telecommunications: introduction

Author: Sahin Albayrak

Integration von Public-Key-Infrastruktur-Funktionalitäten in Agenten-Toolkits

Authors: Sahin Albayrak, Karsten Bsufka

Dispositive Supply-Web-Koordination durch Multiagentensysteme

Authors: Sven Grolik, Tim Stockheim, Oliver Wendt, Sahin Albayrak, Stefan Fricke

Service-ware Framework for Developing 3G Mobile Services

Authors: Sahin Albayrak, Ralf Sesseler

1999

Intelligente Agenten zur Realisierung von zukünftigen

Author: Sahin Albayrak

Intelligent Agents for the realization of future holonic manufacturing systems

Authors: Sahin Albayrak, Hermann Krallmann, Dietrich Kirsch, S. Schaarschmidt, Dirk Wieczorek

1998

Intelligent Agents for Telecommunication Applications

Authors: Sahin Albayrak, Francisco J. Garijo

Intelligent Agents for Telecommunications Applications – Basics, Tools, Languages and Applications

Author: Sahin Albayrak

The Application of Intelligent and Mobile Agents to the Management of Software Problems in Telecommunications

Authors: Stephen Corley, Diego Magro, Fabio Malabocchia, Jens Meinkhn, Luisella Sisto, Sahin Albayrak, Alexander Grosse

Introduction to Agent Oriented Technology for Telecommunications

Author: Sahin Albayrak

Intelligente Agenten in der Fertigungsautomatisierung

Authors: Sahin Albayrak, Dietrich Kirsch, Dirk Wieczorek

Open Scalable Agent Architecture for Telecommunication Applications

Authors: Sahin Albayrak, Dirk Wieczorek

Future IN-Platforms with Agent Technology

Authors: Sahin Albayrak, Jens Meinköhn

A Development and Test Environment for Agent-based Telematic Services

Authors: Sahin Albayrak, Bernhard Bamberg, Stefan Fricke, Ulrich Meyer, Hermann Többen

JIAC – An Open and Scalable Agent Architecture for Telecommunication Applications

Authors: Sahin Albayrak, Dirk Wieczorek

Agent-based Traffic Telematics Services

Authors: Sahin Albayrak, Karsten Bsufka, Andreas M. Kirchwitz, Hans Schlenker, Kai Seidler, Ralf Sesseler

Agent-based Travel Information Service

Authors: Sahin Albayrak, Dietrich Kirsch

Intelligente Agenten in der Fertigungsautomatisierung

Authors: Sahin Albayrak, Dietrich Kirsch, Dirk Wieczorek

The Unified Messaging Agent Service

Authors: Sahin Albayrak, Raik Haase, Holger Riegel

Intelligent Agents for the realization of holonic manufacturing systems

Authors: Sahin Albayrak, Dietrich Kirsch, Hermann Krallmann, S. Schaarschmidt, Dirk Wieczorek

Agent-based data services in futere IN-Platforms

Authors: Sahin Albayrak, Jens Meinköhn

Open agent architecture for the realization of holonic manufacturing systems

Authors: Sahin Albayrak, Dietrich Kirsch, Dirk Wieczorek

1997

The effects of Agent oriented techniques (AOT) to the shop floor Ð demonstrated by the example of Holonic Manufacturing Systems

Authors: Sahin Albayrak, Dietrich Kirsch, Dirk Wieczorek

1996

Intelligent agents for the realization of electronic market services

Authors: Sahin Albayrak, Ulrich Meyer, Bernhard Bamberg, Stefan Fricke, Herrmann Többen

Proceedings of first international Workshop Intelligent Agents in Telecommunication

Authors: Sahin Albayrak, Hugo Velthuijsen

Cooperating Services for Communication-Based Systems

Authors: Sahin Albayrak, Azita Ghanai

Werkzeuge und Sprachen zur Realisierung mobiler Agenten

Authors: Sahin Albayrak, Kay Neuenhofen

REkoS – Eine Agenten Entwicklungs- und Testumgebung zur Realisierung kooperativer Telematikdienste

Authors: Sahin Albayrak, Ulrich Meyer, Bernhard Bamberg, Stefan Fricke, Hermann Többen

Realisierung von Elektronischen Marktplätzen durch Intelligente Agenten Ð demonstriert anhand des Travel Assistant Szenarios

Authors: Sahin Albayrak, Indra Gunawan Harijono, Siegfried Ballmann, Kay Neuenhofen

1995

Adaptive Benutzeroberfläche

Authors: Sahin Albayrak, Oliver Kundt, Eberhard Steinbauer

Technologie Verteilter Anwendungenin der Produktion

Authors: Sahin Albayrak, Dietrich Kirsch, Hermann Többen

Effiziente Steuerung von dezentralen Fertigungsstrukturen durch kooperierende Agenten

Author: Sahin Albayrak

1994

Kooperierende Systeme zur Realisierung des Lean-Production-Konzeptes – dargestellt am Besipiel der Fertigungssteuerung.

Authors: Sahin Albayrak, Hermann Krallmann

Distributed Artifical Intelligence (DAI) In Manufacturing Control

Authors: Sahin Albayrak, Hermann Krallmann

1993

Kommunikation und Verhandlungen in Mehragenten-Systemen

Authors: Sahin Albayrak, Stefan Bussmann

Kommunikation, Koordination und Kooperation in Mehragenten Systemen

Authors: Sahin Albayrak, Kurt Sundermeyer

1992

Verteilte kooperierende wissensbasierte Systeme in der Fertigungssteuerung

Authors: Sahin Albayrak, Hermann Krallmann

TUBKOM-Projekt: Blackboard-DEC

Author: Sahin Albayrak

Verteilte kooperierende wissensbasierte Systeme in der Fertigungssteuerung

Author: Sahin Albayrak

Integrationsperspektiven von Hypermediatechniken in wissensbasierten Systemen

Authors: Sahin Albayrak, S. Dengler, Hermann Krallmann

A distributed knowledge-based system for implementation of manufacturing-programs on the shop-floor

Authors: Sahin Albayrak, Hermann Krallmann

1991

A distributed knowledge-based system for implementation of manufacturing-programs in the shop floor

Authors: Sahin Albayrak, Hermann Krallmann

A distributed knowledge-based system in fault diagnosis in printed circuit board production

Authors: Sahin Albayrak, Hermann Krallmann

A distributed knowledge-based system for implementation of manufacturing-programs on the shop floor

Authors: Sahin Albayrak, Hermann Krallmann

A distributed knowledge-based system for implementation of manufacturing-programs on the shop floor

Authors: Sahin Albayrak, B. Drewes, Hermann Krallmann

Blackboard-assisted shop-floor scheduling

Authors: Sahin Albayrak, B. Drewes, Hermann Krallmann

A distributed knowledge-based system in fault diagnosis in printed circuit board production

Authors: Sahin Albayrak, Hermann Krallmann

1990

A Distributed Knowledge-Based System for Controlling Printed Circuit Board Manufacturing

Authors: Sahin Albayrak, Hermann Krallmann

Distributed Knowledge-based Shop Floor Control Center based on a Blackboard Architecture

Authors: Sahin Albayrak, B. Drewes, Hermann Krallmann

Wissensbasierter Fertigungsleitstand auf der Basis einer Blackboardarchitektur

Authors: Sahin Albayrak, C. Unbehend, Bernhard Bamberg

Wissensbasierter Fertigungsleitstand auf der Basis der Blackboard-Architektur

Authors: Sahin Albayrak, B. Drewes, Hermann Krallmann

Wissensbasierter Fertigungsleitstand auf der Basis der Blackboard-Architektur

Authors: Sahin Albayrak, B. Drewes, Hermann Krallmann

Verteilte wissensbasierte Systeme in der Fertigung

Author: Sahin Albayrak

Prof. Dr.-Ing. habil. Dr. h.c. Sahin Albayrak

Vita

Research fields

Academic career

Memberships

Lectures

Publications

2024

ALPACA — Adaptive Learning Pipeline for Comprehensive AI

Optimizing AI-Assisted Code Generation

Android App Feature Extraction: A review of approaches for malware and app similarity detection

Enhancing Data Accessibility: Integrating Speech-Based Interfaces with Large Language Models for Intuitive Database Queries

An Agent-Based Data Acquisition Pipeline for Image Data

Debunking the Myth of High Consumption: Power Realities in Autonomous Vehicles

Opinerium: Subjective Question Generation using Large Language Models

OPACA: Toward an Open, Language- and Platform-Independent API for Containerized Agents

Driving into the future: a cross-cutting analysis of distributed artificial intelligence, CCAM and the platform economy

2023

Online Monte Carlo Planning with QoS Subgoals for Data Caching in ITS MEC Networks

Graph Neural Network for Digital Twin-enabled Intelligent Transportation System Reliability

FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation

Data science for next-generation recommender systems (Guest Editorial)

A Survey on the Use of Container Technologies in Autonomous Driving and the Case of BeIntelli

2022

Optimistic Optimisation of Composite Objective with Exponentiated Update

Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives

Joint Link Rate Selection and Adaptive Forward Error Correction for High-Rate Wireless Multicast

Competitive Learning for Unsupervised Anomaly Detection in Intelligent Transportation Systems

2021

Kullback-Leibler Divergence-Based Distributionally Robust Unit Commitment Under Net Load Uncertainty

Sector-Coupled District Energy Management with Heating and Bi-Directional EV-Charging

Forecasting Daily Primary Three-Hour Net Load Ramps in the CAISO System

A Distributionally Robust Optimization Approach to Unit Commitment in Microgrids

Adaptive Online Learning for the Autoregressive Integrated Moving Average Models

Generalized Additive Modeling of Building Inertia Thermal Energy Storage for Integration into Smart Grid Control

Human Modeling and Interaction in Cyber-Physical Systems: A Reference Framework

Towards Intelligent Infrastructures and AI-driven Platform Ecosystems for Connected and Automated Mobility Solutions

Hierarchical Deep Reinforcement Learning based Dynamic RAN Slicing for 5G V2X

2020

PeriSense: Ring-Based Multi-Finger Gesture Interaction Utilizing Capacitive Proximity Sensing

Ring-based Finger Tracking Using Capacitive Sensors and Long Short-Term Memory

A Gesture Control System for Drones Used with Special Operations Forces

Novel Hands-Free Interaction Techniques based on the Software Switch Approach for Computer Access with Head Movements

Demonstration of Finger Tracking Using Capacitive Sensing with a Ring

Integration of Building Inertia Thermal Energy Storage into Smart Grid Control

Quantification of the Impact of GHG Emissions on Unit Commitment in Microgrids

Very Short-Term Power System Frequency Forecasting

A Novel Energy Management System for Cruise Ships Including Forecasting via LSTM

A Novel Energy Management System for Solar Electric Vehicles

Multi-Objective Residential Electricity Scheduling Based on Forecasting Generation and Demand via LSTM

2019

A Survey on Simulation of Power Systems Resilience Under Extreme Weather Events

EffFeu Project: Towards Mission-Guided Application of Drones in Safety and Security Environments

Software Switches: Novel Hands-Free Interaction Techniques for Quadriplegics Based on Respiration-Machine Interaction

Short-Term Probabilistic Load Forecasting at Low Aggregation Levels using Convolutional Neural Networks

Subgradient Methods for Averaging Household Load Profiles under Local Permutations

A Power Demand Estimator for Electric Vehicle Charging Infrastructure

Quality-aware Service Selection Approach for Adaptive Context Recognition in IoT

Optimal Energy Supply Scheduling for a Single Household: Integrating Machine Learning for Power Forecasting

A Framework for Integrating Intelligent Mobile Energy Storage into Energy Distribution Systems

Anticipatory Bayesian Policy Selection for Online Adaptation of Collaborative Robots to Unknown Human Types

SITbench 1.0: A Novel Switch-based Interaction Technique Benchmark

Increasing Self-Adaptation in a Hybrid Decision-Making and Planning System with Reinforcement Learning

Adaptive Service Selection for Enabling the Mobility of Autonomous Vehicles

2018

Combining Self-Organisation with Decision-Making and Planning

The Impact of Electric Vehicles on Low Voltage Grids: A Case Study of Berlin

Social Cobots: Anticipatory Decision-Making for Collaborative Robots Incorporating Unexpected Human Behaviors

An Agent-Based Network Resource Management Concept for Smart City Services

Applying robotic frameworks in a simulated multi-agent contest

EffFeu Project: Efficient Operation of Unmanned Aerial Vehicles for Industrial Fire Fighters

Adjusted Feature-Aware k-Nearest Neighbors: Utilizing Local Permutation-Based Error for Short-Term Residential Building Load Forecasting

Application Independent Flexibility Assessment and Forecasting for Controlled EV Charging

Hybrid adaptation policies: towards a framework for classification and modelling of different combinations of adaptation policies

Residential Short-Term Load Forecasting Using Convolutional Neural Networks

Gamification in E-Commerce: Tangible vs. Intangible Rewards

Towards Adaptive Multi-Robot Systems: Self-organization and Self-adaptation

An Architecture for Dynamic Context Recognition in an Autonomous Driving Testing Environment

2017