A Conflict Resolution-Based Decentralized Multi-Agent Problem Solving Model. - Faruk Polat; H. Altay Güvenir (MAAMAW, 1992)

UVT: A Unification-Based Tool for Knowledge Base Verification. - Faruk Polat; H. Altay Güvenir (IEEE Expert, 1993)

A Negatiation platform for cooperating multi-agents systems (Yardımlaşan akıllı sistemler için bir model) - Faruk Polat (1993)

Closure Maintenance in An Object-Oriented Query Model. - Reda Alhajj; Faruk Polat (CIKM, 1994)

View Maintenance in Object-Oriented Databases. - Reda Alhajj; Faruk Polat (DEXA, 1996)

Incrementalk View Maintenance in Object-Oriented Databases. - Reda Alhajj; Faruk Polat (Data Base, 1998)

Proper Handling of Query Results towards Maximizing Reusability in Object_oriented Databases. - Reda Alhajj; Faruk Polat (Inf. Sci., 1998)

Using Object-Oriented Materialized Views to Answer Selection-Based Complex Queries. - Reda Alhajj; Faruk Polat (Inf. Sci., 1999)

A multi-agent tuple-space based problem solving framework. - Faruk Polat; Reda Alhajj (J. Syst. Softw., 1999)

Function approximation based multi-agent reinforcement learning. - Osman Abul; Faruk Polat; Reda Alhajj (ICTAI, 2000)

Maximizing Reuseability: Seeking Appropriate Positions for Derived Classes Within the Class Hierarchy. - Reda Alhajj; Faruk Polat (SAC (1), 2000)

Employing multi-agents to identify touching of adjacent digits in handwritten Hindi numerals. - Reda Alhajj; Faruk Polat; Ashraf Elnagar (SMC, 2000)

Multiagent reinforcement learning using function approximation. - Osman Abul; Faruk Polat; Reda Alhajj (IEEE Trans. Syst. Man Cybern. Part C, 2000)

Real-Time Edge Follow: A New Paradigm to Real-Time Path Search. - Cagatay Undeger; Faruk Polat; Ziya Ipekkan (GAME-ON, 2001)

Transferring database contents from a conventional information systemto a corresponding existing object oriented information system. - Reda Alhajj; Faruk Polat (SAC, 2001)

Reengineering Relational Databases to Object-Oriented: Constructing the Class Hierarchy and Migrating the Data. - Reda Alhajj; Faruk Polat (WCRE, 2001)

Semantic information-based alternative plan generation for multiple query optimization. - Faruk Polat; Ahmet Cosar; Reda Alhajj (Inf. Sci., 2001)

Efficient Automated Mining of Fuzzy Association Rules. - Mehmet Kaya; Reda Alhajj; Faruk Polat; Ahmet Arslan 001 (DEXA, 2002)

Learning Sequences of Compatible Actions Among Agents. - Faruk Polat; Osman Abul (Artif. Intell. Rev., 2002)

Learning Intelligent Behavior in a Non-stationary and Partially Observable Environment. - Selguk Senkul; Faruk Polat (Artif. Intell. Rev., 2002)

Coordination of intelligent agents in real-time search. - Armagan Cakir; Faruk Polat (Expert Syst. J. Knowl. Eng., 2002)

Implementing Agent Communication for a Multi-agent Simulation Infrastructure on HLA. - Erek Göktürk; Faruk Polat (ISCIS, 2003)

Cluster validity analysis using subsampling. - Osman Abul; Anthony Chiu Wa Lo; Reda Alhajj; Faruk Polat; Ken Barker 001 (SMC, 2003)

Multiple-agents to identify and separate touching digits in unconstrained handwritten Hindi numerals. - Reda Alhajj; Faruk Polat (J. Exp. Theor. Artif. Intell., 2003)

Rule-based schema evolution in object-oriented databases. - Reda Alhajj; Faruk Polat (Knowl. Based Syst., 2003)

Markov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Network. - Osman Abul; Reda Alhajj; Faruk Polat (BIBE, 2004)

Automated Product Recommendation by Employing Case-Based Reasoning Agents. - M. Özgür Baykal; Reda Alhajj; Faruk Polat (ICEIS (2), 2004)

Finding differentially expressed genes: pattern generation using Q-values. - Osman Abul; Reda Alhajj; Faruk Polat; Ken Barker 001 (SAC, 2004)

Converting a Legacy Database to Object-Oriented Database. - Reda Alhajj; Faruk Polat (Encyclopedia of Database Technologies and Applications, 2005)

Proper Placement of Derived Classes in the Class Hierarchy. - Reda Alhajj; Faruk Polat (Encyclopedia of Database Technologies and Applications, 2005)

Option Discovery in Reinforcement Learning using Frequent Common Subsequences of Actions. - Sertan Girgin; Faruk Polat (CIMCA/IAWTIC, 2005)

Finding differentially expressed genes for pattern generation. - Osman Abul; Reda Alhajj; Faruk Polat; Ken Barker 001 (Bioinform., 2005)

Co-operation framework of case-based reasoning agents for automated product recommendation. - M. Özgür Baykal; Reda Alhajj; Faruk Polat (J. Exp. Theor. Artif. Intell., 2005)

Multilevel graph partitioning: an evolutionary approach. - S. Küçükpetek; Faruk Polat; Halit Oguztüzün (J. Oper. Res. Soc., 2005)

Data management research at the Middle East Technical University. - Nihan Kesim Cicekli; Ahmet Cosar; Asuman Dogac; Faruk Polat; Pinar Senkul; Ismail Hakki Toroslu; Adnan Yazici (SIGMOD Rec., 2005)

Views as first-class citizens in object-oriented databases. - Reda Alhajj; Faruk Polat; Cem Yílmaz (VLDB J., 2005)

Dynamic cooperation using resource based planning. - Utku Erdogdu; Faruk Polat (AAMAS, 2006)

Real time target evaluation search. - Cagatay Undeger; Faruk Polat (AAMAS, 2006)

Optimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks. - Osman Abul; Reda Alhajj; Faruk Polat (BIBE, 2006)

Learning by Automatic Option Discovery from Conditionally Terminating Sequences. - Sertan Girgin; Faruk Polat; Reda Alhajj (ECAI, 2006)

Effectiveness of Considering State Similarity for Reinforcement Learning. - Sertan Girgin; Faruk Polat; Reda Alhajj (IDEAL, 2006)

Asymptotical Lower Limits on Required Number of Examples for Learning Boolean Networks. - Osman Abul; Reda Alhajj; Faruk Polat (ISCIS, 2006)

A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes. - Osman Abul; Reda Alhajj; Faruk Polat (IEEE ACM Trans. Comput. Biol. Bioinform., 2006)

Moving target search in grid worlds. - Cagatay Undeger; Faruk Polat (AAMAS, 2007)

Feature Reduction for Gene Regulatory Network Control. - Mehmet Tan; Faruk Polat; Reda Alhajj (BIBE, 2007)

State Similarity Based Approach for Improving Performance in RL. - Sertan Girgin; Faruk Polat; Reda Alhajj (IJCAI, 2007)

Real-Time Moving Target Search. - Cagatay Undeger; Faruk Polat (PRIMA, 2007)

A layered approach to learning coordination knowledge in multiagent environments. - Güray Erus; Faruk Polat (Appl. Intell., 2007)

RTTES: Real-time search in dynamic environments. - Cagatay Undeger; Faruk Polat (Appl. Intell., 2007)

Positive Impact of State Similarity on Reinforcement Learning Performance. - Sertan Girgin; Faruk Polat; Reda Alhajj (IEEE Trans. Syst. Man Cybern. Part B, 2007)

Real-Time Edge Follow: A Real-Time Path Search Approach. - Cagatay Undeger; Faruk Polat (IEEE Trans. Syst. Man Cybern. Part C, 2007)

Large-scale approximate intervention strategies for Probabilistic Boolean Networks as models of gene regulation. - Mehmet Tan; Reda Alhajj; Faruk Polat (BIBE, 2008)

Combining multiple types of biological data in constraint-based learning of gene regulatory networks. - Mehmet Tan; Mohammed Al-Shalalfa; Reda Alhajj; Faruk Polat (CIBCB, 2008)

Derivation of Transcriptional Regulatory Relationships by Partial Least Squares Regression. - Mehmet Tan; Faruk Polat; Reda Alhajj (BIBM, 2009)

Real-Time Moving Target Evaluation Search. - Cagatay Undeger; Faruk Polat (IEEE Trans. Syst. Man Cybern. Part C, 2009)

Feature selection for graph kernels. - Mehmet Tan; Faruk Polat; Reda Alhajj (BIBM, 2010)

The power of genetic algorithm in automated assessment of school readiness. - Iyad Suleiman; Tamer Salman; Shang Gao 005; Faruk Polat; Maha Arslan; Reda Alhajj; Mick J. Ridley (IRI, 2010)

Multi-agent real-time pursuit. - Cagatay Undeger; Faruk Polat (Auton. Agents Multi Agent Syst., 2010)

Scalable approach for effective control of gene regulatory networks. - Mehmet Tan; Reda Alhajj; Faruk Polat (Artif. Intell. Medicine, 2010)

Improving reinforcement learning by using sequence trees. - Sertan Girgin; Faruk Polat; Reda Alhajj (Mach. Learn., 2010)

Automated Large-Scale Control of Gene Regulatory Networks. - Mehmet Tan; Reda Alhajj; Faruk Polat (IEEE Trans. Syst. Man Cybern. Part B, 2010)

Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis. - Utku Erdogdu; Mehmet Tan; Reda Alhajj; Faruk Polat; Douglas J. Demetrick; Jon G. Rokne (BIBM, 2011)

The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks. - Utku Erdogdu; Reda Alhajj; Faruk Polat (IAT, 2011)

Limited-Damage A*: A path search algorithm that considers damage as a feasibility criterion. - Serhat Bayili; Faruk Polat (Knowl. Based Syst., 2011)

Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks. - Mehmet Tan; Mohammed Al-Shalalfa; Reda Alhajj; Faruk Polat (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

Abstraction in Model Based Partially Observable Reinforcement Learning Using Extended Sequence Trees. - Erkin Çilden; Faruk Polat (IAT, 2012)

A Multi-objective Incremental Path Planning Algorithm for Mobile Agents. - Tugcem Oral; Faruk Polat (IAT, 2012)

Effective Enrichment of Gene Expression Data Sets. - Utku Sirin; Utku Erdogdu; Mehmet Tan; Faruk Polat; Reda Alhajj (ICMLA (1), 2012)

Partially Observable Gene Regulatory Network Control without a Boundary on Horizon. - Utku Erdogdu; Faruk Polat; Reda Alhajj (ICTAI, 2012)

Formation preserving path finding in 3-D terrains. - Ali Galip Bayrak; Faruk Polat (Appl. Intell., 2012)

TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML. - Ömer Özgün Isikman; Tansel Özyer; Omar Zarour; Reda Alhajj; Faruk Polat (Inf. Sci., 2012)

Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning. - Mohammed Al-Shalalfa; Mehmet Tan; Ghada Naji; Reda Alhajj; Faruk Polat; Jon G. Rokne (IEEE Trans. Syst. Man Cybern. Part C, 2012)

Trust based recommendation systems. - Makbule Gulcin Ozsoy; Faruk Polat (ASONAM, 2013)

Generating Memoryless Policies Faster Using Automatic Temporal Abstractions for Reinforcement Learning with Hidden State. - Erkin Çilden; Faruk Polat (ICTAI, 2013)

Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks. - Utku Sirin; Faruk Polat; Reda Alhajj (IJCAI, 2013)

Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data. - Utku Erdogdu; Mehmet Tan; Reda Alhajj; Faruk Polat; Jon G. Rokne; Douglas J. Demetrick (Int. J. Data Min. Bioinform., 2013)

Subtree selection in kernels for graph classification. - Mehmet Tan; Faruk Polat; Reda Alhajj (Int. J. Data Min. Bioinform., 2013)

Employment of an evolutionary heuristic to solve the target allocation problem efficiently. - Ahmet Engin Bayrak; Faruk Polat (Inf. Sci., 2013)

Multi-objective optimization based location and social network aware recommendation. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (CollaborateCom, 2014)

Contextual Feature Analysis to Improve Link Prediction for Location Based Social Networks. - Ahmet Engin Bayrak; Faruk Polat (SNAKDD, 2014)

Employing Automatic Temporal Abstractions to Accelerate Utile Suffix Memory Algorithm. - Erkin Çilden; Faruk Polat (MATES, 2014)

Modeling Individuals and Making Recommendations Using Multiple Social Networks. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (ASONAM, 2015)

Inference of gene regulatory networks via multiple data sources and a recommendation method. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (BIBM, 2015)

Memory efficient factored abstraction for reinforcement learning. - Coskun Sahin; Erkin Çilden; Faruk Polat (CYBCONF, 2015)

Toward Generalization of Automated Temporal Abstraction to Partially Observable Reinforcement Learning. - Erkin Çilden; Faruk Polat (IEEE Trans. Cybern., 2015)

Examining place categories for link prediction in Location Based Social Networks. - Ahmet Engin Bayrak; Faruk Polat (ASONAM, 2016)

Time preference aware dynamic recommendation enhanced with location, social network and temporal information. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (ASONAM, 2016)

A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning. - Alper Demir 002; Erkin Çilden; Faruk Polat (ECAI, 2016)

Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement Learning. - Alper Demir 002; Erkin Çilden; Faruk Polat (ECML/PKDD (2), 2016)

Making recommendations by integrating information from multiple social networks. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (Appl. Intell., 2016)

Effective gene expression data generation framework based on multi-model approach. - Utku Sirin; Utku Erdogdu; Faruk Polat; Mehmet Tan; Reda Alhajj (Artif. Intell. Medicine, 2016)

MOD* Lite: An Incremental Path Planning Algorithm Taking Care of Multiple Objectives. - Tugcem Oral; Faruk Polat (IEEE Trans. Cybern., 2016)

An Evolutionary Approach for Detecting Communities in Social Networks. - Koray Ozturk; Faruk Polat; Tansel Özyer (ASONAM, 2017)

Using Transitional Bottlenecks to Improve Learning in Nearest Sequence Memory Algorithm. - Hüseyin Aydin; Erkin Çilden; Faruk Polat (ICTAI, 2017)

A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning. - Alper Demir 002; Erkin Çilden; Faruk Polat (ICTAI, 2017)

Employing decomposable partially observable Markov decision processes to control gene regulatory networks. - Utku Erdogdu; Faruk Polat; Reda Alhajj (Artif. Intell. Medicine, 2017)

Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks. - Utku Sirin; Faruk Polat; Reda Alhajj (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Mining Individual Features to Enhance Link Prediction Efficiency in Location Based Social Networks. - Ahmet Engin Bayrak; Faruk Polat (ASONAM, 2018)

Realizing drug repositioning by adapting a recommendation system to handle the process. - Makbule Gulcin Ozsoy; Tansel Özyer; Faruk Polat; Reda Alhajj (BMC Bioinform., 2018)

Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process. - Makbule Gulcin Ozsoy; Tansel Özyer; Faruk Polat; Reda Alhajj (BMC Bioinform., 2018)

Reducing features to improve link prediction performance in location based social networks, non-monotonically selected subset from feature clusters. - Ahmet Engin Bayrak; Faruk Polat (ASONAM, 2019)

Landmark Based Reward Shaping in Reinforcement Learning with Hidden States. - Alper Demir 002; Erkin Çilden; Faruk Polat (AAMAS, 2019)

Compact Frequency Memory for Reinforcement Learning with Hidden States. - Hüseyin Aydin; Erkin Çilden; Faruk Polat (PRIMA, 2019)

Generating Effective Initiation Sets for Subgoal-Driven options. - Alper Demir 002; Erkin Çilden; Faruk Polat (Adv. Complex Syst., 2019)

Effective induction of gene regulatory networks using a novel recommendation method. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (Int. J. Data Min. Bioinform., 2019)

Effective feature reduction for link prediction in location-based social networks. - Ahmet Engin Bayrak; Faruk Polat (J. Inf. Sci., 2019)

Automatic landmark discovery for learning agents under partial observability. - Alper Demir 002; Erkin Çilden; Faruk Polat (Knowl. Eng. Rev., 2019)

A context aware model for autonomous agent stochastic planning. - Omer Ekmekci; Faruk Polat (Robotics Auton. Syst., 2019)

Solving the area coverage problem with UAVs: A vehicle routing with time windows variation. - Fatih Semiz; Faruk Polat (Robotics Auton. Syst., 2020)

Incremental multi-agent path finding. - Fatih Semiz; Faruk Polat (Future Gener. Comput. Syst., 2021)

LIMP: Incremental Multi-agent Path Planning with LPA. - Mücahit Alkan Yorganci; Fatih Semiz; Faruk Polat (ICAART (1), 2022)

Multiagent Pickup and Delivery for Capacitated Agents. - Evren Çilden; Faruk Polat (PAAMS, 2022)

Using chains of bottleneck transitions to decompose and solve reinforcement learning tasks with hidden states. - Hüseyin Aydin; Erkin Çilden; Faruk Polat (Future Gener. Comput. Syst., 2022)

Landmark based guidance for reinforcement learning agents under partial observability. - Alper Demir 002; Erkin Çilden; Faruk Polat (Int. J. Mach. Learn. Cybern., 2023)

Correction: Landmark based guidance for reinforcement learning agents under partial observability. - Alper Demir 002; Erkin Çilden; Faruk Polat (Int. J. Mach. Learn. Cybern., 2023)

Solving an industry-inspired generalization of lifelong MAPF problem including multiple delivery locations. - Fatih Semiz; Mücahit Alkan Yorganci; Faruk Polat (Adv. Eng. Informatics, 2023)

Corrigendum to "Solving an industry-inspired generalization of lifelong MAPF problem including multiple delivery locations" [Adv. Eng. Inf. 57 (2023) 102026]. - Fatih Semiz; Mücahit Alkan Yorganci; Faruk Polat (Adv. Eng. Informatics, 2023)

Potential-based reward shaping using state-space segmentation for efficiency in reinforcement learning. - Melis Ilayda Bal; Hüseyin Aydin; Cem Iyigün; Faruk Polat (Future Gener. Comput. Syst., 2024)

Relative distances approach for multi-traveling salesmen problem. - Emre Ergüven; Faruk Polat (Knowl. Based Syst., 2024)

Faster MIL-based Subgoal Identification for Reinforcement Learning by Tuning Fewer Hyperparameters. - Saim Sunel; Erkin Çilden; Faruk Polat (ACM Trans. Auton. Adapt. Syst., 2024)

Task assignment strategies for capacitated agents engaged in lifelong pickup and delivery tasks. - Evren Çilden; Faruk Polat (Knowl. Based Syst., 2025)

Population-based exploration in reinforcement learning through repulsive reward shaping using eligibility traces. - Melis Ilayda Bal; Cem Iyigun; Faruk Polat; Hüseyin Aydin (Ann. Oper. Res., 2025)