Faruk Polat

Mücahit Alkan Yorganci

Adv. Eng. Informatics, October, 2023

Solving an industry-inspired generalization of lifelong MAPF problem including multiple delivery locations.

[BibT_eX]

[DOI]

Mücahit Alkan Yorganci

Adv. Eng. Informatics, August, 2023

Correction: Landmark based guidance for reinforcement learning agents under partial observability.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., April, 2023

Landmark based guidance for reinforcement learning agents under partial observability.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., April, 2023

2022

Using chains of bottleneck transitions to decompose and solve reinforcement learning tasks with hidden states.

[BibT_eX]

[DOI]

Hüseyin Aydin

Future Gener. Comput. Syst., 2022

Multiagent Pickup and Delivery for Capacitated Agents.

[BibT_eX]

[DOI]

Evren Çilden

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022

LIMP: Incremental Multi-agent Path Planning with LPA.

[BibT_eX]

[DOI]

Mücahit Alkan Yorganci

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

Incremental multi-agent path finding.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2021

2020

Solving the area coverage problem with UAVs: A vehicle routing with time windows variation.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2020

2019

A context aware model for autonomous agent stochastic planning.

[BibT_eX]

[DOI]

Omer Ekmekci

Robotics Auton. Syst., 2019

Automatic landmark discovery for learning agents under partial observability.

[BibT_eX]

[DOI]

Knowl. Eng. Rev., 2019

Effective feature reduction for link prediction in location-based social networks.

[BibT_eX]

[DOI]

J. Inf. Sci., 2019

Effective induction of gene regulatory networks using a novel recommendation method.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2019

Generating Effective Initiation Sets for Subgoal-Driven options.

[BibT_eX]

[DOI]

Adv. Complex Syst., 2019

Compact Frequency Memory for Reinforcement Learning with Hidden States.

[BibT_eX]

[DOI]

Hüseyin Aydin

Proceedings of the PRIMA 2019: Principles and Practice of Multi-Agent Systems, 2019

Landmark Based Reward Shaping in Reinforcement Learning with Hidden States.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Reducing features to improve link prediction performance in location based social networks, non-monotonically selected subset from feature clusters.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

Realizing drug repositioning by adapting a recommendation system to handle the process.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

Mining Individual Features to Enhance Link Prediction Efficiency in Location Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks.

[BibT_eX]

[DOI]

Utku Sirin

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Employing decomposable partially observable Markov decision processes to control gene regulatory networks.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2017

A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Using Transitional Bottlenecks to Improve Learning in Nearest Sequence Memory Algorithm.

[BibT_eX]

[DOI]

Hüseyin Aydin

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

An Evolutionary Approach for Detecting Communities in Social Networks.

[BibT_eX]

[DOI]

Koray Ozturk

Tansel Özyer

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016

MOD* Lite: An Incremental Path Planning Algorithm Taking Care of Multiple Objectives.

[BibT_eX]

[DOI]

Tugcem Oral

IEEE Trans. Cybern., 2016

Effective gene expression data generation framework based on multi-model approach.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2016

Making recommendations by integrating information from multiple social networks.

[BibT_eX]

[DOI]

Appl. Intell., 2016

Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Time preference aware dynamic recommendation enhanced with location, social network and temporal information.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Examining place categories for link prediction in Location Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Toward Generalization of Automated Temporal Abstraction to Partially Observable Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Memory efficient factored abstraction for reinforcement learning.

[BibT_eX]

[DOI]

Coskun Sahin

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Inference of gene regulatory networks via multiple data sources and a recommendation method.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Modeling Individuals and Making Recommendations Using Multiple Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Employing Automatic Temporal Abstractions to Accelerate Utile Suffix Memory Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Multiagent System Technologies - 12th German Conference, 2014

Contextual Feature Analysis to Improve Link Prediction for Location Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014

Multi-objective optimization based location and social network aware recommendation.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

2013

Employment of an evolutionary heuristic to solve the target allocation problem efficiently.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Subtree selection in kernels for graph classification.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2013

Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2013

Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks.

[BibT_eX]

[DOI]

Utku Sirin

Proceedings of the IJCAI 2013, 2013

Generating Memoryless Policies Faster Using Automatic Temporal Abstractions for Reinforcement Learning with Hidden State.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Trust based recommendation systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2012

TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Formation preserving path finding in 3-D terrains.

[BibT_eX]

[DOI]

Ali Galip Bayrak

Appl. Intell., 2012

Partially Observable Gene Regulatory Network Control without a Boundary on Horizon.

[BibT_eX]

[DOI]

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Effective Enrichment of Gene Expression Data Sets.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

A Multi-objective Incremental Path Planning Algorithm for Mobile Agents.

[BibT_eX]

[DOI]

Tugcem Oral

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Abstraction in Model Based Partially Observable Reinforcement Learning Using Extended Sequence Trees.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

2011

Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Limited-Damage A*: A path search algorithm that considers damage as a feasibility criterion.

[BibT_eX]

[DOI]

Serhat Bayili

Knowl. Based Syst., 2011

The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010

Automated Large-Scale Control of Gene Regulatory Networks.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2010

Improving reinforcement learning by using sequence trees.

[BibT_eX]

[DOI]

Mach. Learn., 2010

Scalable approach for effective control of gene regulatory networks.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2010

Multi-agent real-time pursuit.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2010

The power of genetic algorithm in automated assessment of school readiness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Feature selection for graph kernels.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009

Real-Time Moving Target Evaluation Search.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2009

Derivation of Transcriptional Regulatory Relationships by Partial Least Squares Regression.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008

Combining multiple types of biological data in constraint-based learning of gene regulatory networks.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

Large-scale approximate intervention strategies for Probabilistic Boolean Networks as models of gene regulation.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007

Real-Time Edge Follow: A Real-Time Path Search Approach.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2007

Positive Impact of State Similarity on Reinforcement Learning Performance.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2007

RTTES: Real-time search in dynamic environments.

[BibT_eX]

[DOI]

Appl. Intell., 2007

A layered approach to learning coordination knowledge in multiagent environments.

[BibT_eX]

[DOI]

Güray Erus

Appl. Intell., 2007

Real-Time Moving Target Search.

[BibT_eX]

[DOI]

Proceedings of the Agent Computing and Multi-Agent Systems, 2007

State Similarity Based Approach for Improving Performance in RL.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Feature Reduction for Gene Regulatory Network Control.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Moving target search in grid worlds.

[BibT_eX]

[DOI]

Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

2006

A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2006

Asymptotical Lower Limits on Required Number of Examples for Learning Boolean Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer and Information Sciences, 2006

Effectiveness of Considering State Similarity for Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Learning by Automatic Option Discovery from Conditionally Terminating Sequences.

[BibT_eX]

Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Optimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

Real time target evaluation search.

[BibT_eX]

[DOI]

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

Dynamic cooperation using resource based planning.

[BibT_eX]

[DOI]

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

2005

Views as first-class citizens in object-oriented databases.

[BibT_eX]

[DOI]

Cem Yílmaz

VLDB J., 2005

Data management research at the Middle East Technical University.

[BibT_eX]

[DOI]

SIGMOD Rec., 2005

Multilevel graph partitioning: an evolutionary approach.

[BibT_eX]

[DOI]

S. Küçükpetek

Halit Oguztüzün

J. Oper. Res. Soc., 2005

Co-operation framework of case-based reasoning agents for automated product recommendation.

[BibT_eX]

[DOI]

M. Özgür Baykal

J. Exp. Theor. Artif. Intell., 2005

Finding differentially expressed genes for pattern generation.

[BibT_eX]

[DOI]

Bioinform., 2005

Option Discovery in Reinforcement Learning using Frequent Common Subsequences of Actions.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

Proper Placement of Derived Classes in the Class Hierarchy.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

Converting a Legacy Database to Object-Oriented Database.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2004

Finding differentially expressed genes: pattern generation using Q-values.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Automated Product Recommendation by Employing Case-Based Reasoning Agents.

[BibT_eX]

M. Özgür Baykal

Proceedings of the ICEIS 2004, 2004

Markov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Network.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2004), 2004

2003

Rule-based schema evolution in object-oriented databases.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2003

Multiple-agents to identify and separate touching digits in unconstrained handwritten Hindi numerals.

[BibT_eX]

[DOI]

J. Exp. Theor. Artif. Intell., 2003

Cluster validity analysis using subsampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2003

Implementing Agent Communication for a Multi-agent Simulation Infrastructure on HLA.

[BibT_eX]

[DOI]

Erek Göktürk

Proceedings of the Computer and Information Sciences, 2003

2002

Coordination of intelligent agents in real-time search.

[BibT_eX]

[DOI]

Armagan Cakir

Expert Syst. J. Knowl. Eng., 2002

Learning Intelligent Behavior in a Non-stationary and Partially Observable Environment.

[BibT_eX]

[DOI]

Selguk Senkul

Artif. Intell. Rev., 2002

Learning Sequences of Compatible Actions Among Agents.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2002

Efficient Automated Mining of Fuzzy Association Rules.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002

2001

Semantic information-based alternative plan generation for multiple query optimization.

[BibT_eX]

[DOI]

Ahmet Cosar

Inf. Sci., 2001

Reengineering Relational Databases to Object-Oriented: Constructing the Class Hierarchy and Migrating the Data.

[BibT_eX]

[DOI]

Proceedings of the Eighth Working Conference on Reverse Engineering, 2001

Transferring database contents from a conventional information systemto a corresponding existing object oriented information system.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM Symposium on Applied Computing (SAC), 2001

Real-Time Edge Follow: A New Paradigm to Real-Time Path Search.

[BibT_eX]

Ziya Ipekkan

Proceedings of the 2nd International Conference on Intelligent Games and Simulation (GAME-ON 2001), November 30, 2001

2000

Multiagent reinforcement learning using function approximation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2000

Employing multi-agents to identify touching of adjacent digits in handwritten Hindi numerals.

[BibT_eX]

[DOI]

Ashraf Elnagar

Proceedings of the IEEE International Conference on Systems, 2000

Maximizing Reuseability: Seeking Appropriate Positions for Derived Classes Within the Class Hierarchy.

[BibT_eX]

[DOI]

Proceedings of the Applied Computing 2000, 2000

Function approximation based multi-agent reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

1999

A multi-agent tuple-space based problem solving framework.

[BibT_eX]

[DOI]

J. Syst. Softw., 1999

Using Object-Oriented Materialized Views to Answer Selection-Based Complex Queries.

[BibT_eX]

[DOI]

Inf. Sci., 1999

1998

Proper Handling of Query Results towards Maximizing Reusability in Object_oriented Databases.

[BibT_eX]

[DOI]

Inf. Sci., 1998

Incrementalk View Maintenance in Object-Oriented Databases.

[BibT_eX]

[DOI]

Data Base, 1998

1996

View Maintenance in Object-Oriented Databases.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 7th International Conference, 1996

1994

Closure Maintenance in An Object-Oriented Query Model.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994

1993

A Negatiation platform for cooperating multi-agents systems (Yardımlaşan akıllı sistemler için bir model)

[BibT_eX]

[DOI]

PhD thesis, 1993

UVT: A Unification-Based Tool for Knowledge Base Verification.

[BibT_eX]

[DOI]

H. Altay Güvenir

IEEE Expert, 1993

1992

A Conflict Resolution-Based Decentralized Multi-Agent Problem Solving Model.

[BibT_eX]

[DOI]