Faruk Polat - RankMe

126 papers A* 2A 7B 17C 9Misc 4Journal 61Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Evaluation of Task Assignment Strategies for Capacitated Multi-Agent Pickup and Delivery in Automated Sortation Systems. ICAART (2) Evren Çilden, Faruk Polat
2025	B	`conf`	External Visual Memory with Autoencoder-Based Intrinsic Motivation for Reinforcement Learning Under Partial Observability. ICTAI Burak Han Demirbilek, Alper Demir, Faruk Polat
2025	J	`jnl`	Population-based exploration in reinforcement learning through repulsive reward shaping using eligibility traces. Ann. Oper. Res. Melis Ilayda Bal, Cem Iyigun, Faruk Polat, Hüseyin Aydin
2025	J	`jnl`	Task assignment strategies for capacitated agents engaged in lifelong pickup and delivery tasks. Knowl. Based Syst. Evren Çilden, Faruk Polat
2024	J	`jnl`	Faster MIL-based Subgoal Identification for Reinforcement Learning by Tuning Fewer Hyperparameters. ACM Trans. Auton. Adapt. Syst. Saim Sunel, Erkin Çilden, Faruk Polat
2024	J	`jnl`	Potential-based reward shaping using state-space segmentation for efficiency in reinforcement learning. Future Gener. Comput. Syst. Melis Ilayda Bal, Hüseyin Aydin, Cem Iyigün, Faruk Polat
2024	J	`jnl`	Relative distances approach for multi-traveling salesmen problem. Knowl. Based Syst. Emre Ergüven, Faruk Polat
2023	J	`jnl`	Correction: Landmark based guidance for reinforcement learning agents under partial observability. Int. J. Mach. Learn. Cybern. Alper Demir, Erkin Çilden, Faruk Polat
2023	J	`jnl`	Corrigendum to "Solving an industry-inspired generalization of lifelong MAPF problem including multiple delivery locations" [Adv. Eng. Inf. 57 (2023) 102026]. Adv. Eng. Informatics Fatih Semiz, Mücahit Alkan Yorganci, Faruk Polat
2023	J	`jnl`	Landmark based guidance for reinforcement learning agents under partial observability. Int. J. Mach. Learn. Cybern. Alper Demir, Erkin Çilden, Faruk Polat
2023	J	`jnl`	Solving an industry-inspired generalization of lifelong MAPF problem including multiple delivery locations. Adv. Eng. Informatics Fatih Semiz, Mücahit Alkan Yorganci, Faruk Polat
2022	—	`conf`	LIMP: Incremental Multi-agent Path Planning with LPA. ICAART (1) Mücahit Alkan Yorganci, Fatih Semiz, Faruk Polat
2022	Misc	`conf`	Multiagent Pickup and Delivery for Capacitated Agents. PAAMS Evren Çilden, Faruk Polat
2022	J	`jnl`	Using chains of bottleneck transitions to decompose and solve reinforcement learning tasks with hidden states. Future Gener. Comput. Syst. Hüseyin Aydin, Erkin Çilden, Faruk Polat
2021	J	`jnl`	Incremental multi-agent path finding. Future Gener. Comput. Syst. Fatih Semiz, Faruk Polat
2020	J	`jnl`	Solving Area Coverage Problem with UAVs: A Vehicle Routing with Time Windows Variation. CoRR Fatih Semiz, Faruk Polat
2020	J	`jnl`	Solving the area coverage problem with UAVs: A vehicle routing with time windows variation. Robotics Auton. Syst. Fatih Semiz, Faruk Polat
2019	J	`jnl`	A context aware model for autonomous agent stochastic planning. Robotics Auton. Syst. Omer Ekmekci, Faruk Polat
2019	J	`jnl`	Automatic landmark discovery for learning agents under partial observability. Knowl. Eng. Rev. Alper Demir, Erkin Çilden, Faruk Polat
2019	B	`conf`	Compact Frequency Memory for Reinforcement Learning with Hidden States. PRIMA Hüseyin Aydin, Erkin Çilden, Faruk Polat
2019	J	`jnl`	Effective feature reduction for link prediction in location-based social networks. J. Inf. Sci. Ahmet Engin Bayrak, Faruk Polat
2019	J	`jnl`	Effective induction of gene regulatory networks using a novel recommendation method. Int. J. Data Min. Bioinform. Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2019	J	`jnl`	Generating Effective Initiation Sets for Subgoal-Driven options. Adv. Complex Syst. Alper Demir, Erkin Çilden, Faruk Polat
2019	A	`conf`	Landmark Based Reward Shaping in Reinforcement Learning with Hidden States. AAMAS Alper Demir, Erkin Çilden, Faruk Polat
2019	B	`conf`	Reducing features to improve link prediction performance in location based social networks, non-monotonically selected subset from feature clusters. ASONAM Ahmet Engin Bayrak, Faruk Polat
2018	J	`jnl`	Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj
2018	B	`conf`	Mining Individual Features to Enhance Link Prediction Efficiency in Location Based Social Networks. ASONAM Ahmet Engin Bayrak, Faruk Polat
2018	J	`jnl`	Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj
2017	B	`conf`	A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning. ICTAI Alper Demir, Erkin Çilden, Faruk Polat
2017	B	`conf`	An Evolutionary Approach for Detecting Communities in Social Networks. ASONAM Koray Ozturk, Faruk Polat, Tansel Özyer
2017	J	`jnl`	Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Utku Sirin, Faruk Polat, Reda Alhajj
2017	J	`jnl`	Employing decomposable partially observable Markov decision processes to control gene regulatory networks. Artif. Intell. Medicine Utku Erdogdu, Faruk Polat, Reda Alhajj
2017	B	`conf`	Using Transitional Bottlenecks to Improve Learning in Nearest Sequence Memory Algorithm. ICTAI Hüseyin Aydin, Erkin Çilden, Faruk Polat
2016	A	`conf`	A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning. ECAI Alper Demir, Erkin Çilden, Faruk Polat
2016	J	`jnl`	Effective gene expression data generation framework based on multi-model approach. Artif. Intell. Medicine Utku Sirin, Utku Erdogdu, Faruk Polat, Mehmet Tan, Reda Alhajj
2016	B	`conf`	Examining place categories for link prediction in Location Based Social Networks. ASONAM Ahmet Engin Bayrak, Faruk Polat
2016	—	`conf`	Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement Learning. ECML/PKDD (2) Alper Demir, Erkin Çilden, Faruk Polat
2016	J	`jnl`	MOD* Lite: An Incremental Path Planning Algorithm Taking Care of Multiple Objectives. IEEE Trans. Cybern. Tugcem Oral, Faruk Polat
2016	J	`jnl`	Making recommendations by integrating information from multiple social networks. Appl. Intell. Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2016	B	`conf`	Time preference aware dynamic recommendation enhanced with location, social network and temporal information. ASONAM Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2015	—	`conf`	Inference of gene regulatory networks via multiple data sources and a recommendation method. BIBM Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2015	—	`conf`	Memory efficient factored abstraction for reinforcement learning. CYBCONF Coskun Sahin, Erkin Çilden, Faruk Polat
2015	B	`conf`	Modeling Individuals and Making Recommendations Using Multiple Social Networks. ASONAM Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2015	J	`jnl`	Toward Generalization of Automated Temporal Abstraction to Partially Observable Reinforcement Learning. IEEE Trans. Cybern. Erkin Çilden, Faruk Polat
2014	—	`conf`	Contextual Feature Analysis to Improve Link Prediction for Location Based Social Networks. SNAKDD Ahmet Engin Bayrak, Faruk Polat
2014	—	`conf`	Employing Automatic Temporal Abstractions to Accelerate Utile Suffix Memory Algorithm. MATES Erkin Çilden, Faruk Polat
2014	C	`conf`	Multi-objective optimization based location and social network aware recommendation. CollaborateCom Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2013	A*	`conf`	Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks. IJCAI Utku Sirin, Faruk Polat, Reda Alhajj
2013	J	`jnl`	Employment of an evolutionary heuristic to solve the target allocation problem efficiently. Inf. Sci. Ahmet Engin Bayrak, Faruk Polat
2013	B	`conf`	Generating Memoryless Policies Faster Using Automatic Temporal Abstractions for Reinforcement Learning with Hidden State. ICTAI Erkin Çilden, Faruk Polat
2013	J	`jnl`	Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data. Int. J. Data Min. Bioinform. Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Jon G. Rokne, Douglas J. Demetrick
2013	J	`jnl`	Subtree selection in kernels for graph classification. Int. J. Data Min. Bioinform. Mehmet Tan, Faruk Polat, Reda Alhajj
2013	B	`conf`	Trust based recommendation systems. ASONAM Makbule Gulcin Ozsoy, Faruk Polat
2012	—	`conf`	A Multi-objective Incremental Path Planning Algorithm for Mobile Agents. IAT Tugcem Oral, Faruk Polat
2012	—	`conf`	Abstraction in Model Based Partially Observable Reinforcement Learning Using Extended Sequence Trees. IAT Erkin Çilden, Faruk Polat
2012	—	`conf`	Effective Enrichment of Gene Expression Data Sets. ICMLA (1) Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj
2012	J	`jnl`	Formation preserving path finding in 3-D terrains. Appl. Intell. Ali Galip Bayrak, Faruk Polat
2012	B	`conf`	Partially Observable Gene Regulatory Network Control without a Boundary on Horizon. ICTAI Utku Erdogdu, Faruk Polat, Reda Alhajj
2012	J	`jnl`	Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning. IEEE Trans. Syst. Man Cybern. Part C Mohammed Al-Shalalfa, Mehmet Tan, Ghada Naji, Reda Alhajj, Faruk Polat, Jon G. Rokne
2012	J	`jnl`	TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML. Inf. Sci. Ömer Özgün Isikman, Tansel Özyer, Omar Zarour, Reda Alhajj, Faruk Polat
2011	—	`conf`	Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis. BIBM Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Douglas J. Demetrick, Jon G. Rokne
2011	J	`jnl`	Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat
2011	J	`jnl`	Limited-Damage A*: A path search algorithm that considers damage as a feasibility criterion. Knowl. Based Syst. Serhat Bayili, Faruk Polat
2011	—	`conf`	The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks. IAT Utku Erdogdu, Reda Alhajj, Faruk Polat
2010	J	`jnl`	Automated Large-Scale Control of Gene Regulatory Networks. IEEE Trans. Syst. Man Cybern. Part B Mehmet Tan, Reda Alhajj, Faruk Polat
2010	—	`conf`	Feature selection for graph kernels. BIBM Mehmet Tan, Faruk Polat, Reda Alhajj
2010	J	`jnl`	Improving reinforcement learning by using sequence trees. Mach. Learn. Sertan Girgin, Faruk Polat, Reda Alhajj
2010	J	`jnl`	Multi-agent real-time pursuit. Auton. Agents Multi Agent Syst. Cagatay Undeger, Faruk Polat
2010	J	`jnl`	Scalable approach for effective control of gene regulatory networks. Artif. Intell. Medicine Mehmet Tan, Reda Alhajj, Faruk Polat
2010	Misc	`conf`	The power of genetic algorithm in automated assessment of school readiness. IRI Iyad Suleiman, Tamer Salman, Shang Gao, Faruk Polat, Maha Arslan, Reda Alhajj, Mick J. Ridley
2009	—	`conf`	Derivation of Transcriptional Regulatory Relationships by Partial Least Squares Regression. BIBM Mehmet Tan, Faruk Polat, Reda Alhajj
2009	J	`jnl`	Real-Time Moving Target Evaluation Search. IEEE Trans. Syst. Man Cybern. Part C Cagatay Undeger, Faruk Polat
2008	C	`conf`	Combining multiple types of biological data in constraint-based learning of gene regulatory networks. CIBCB Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat
2008	C	`conf`	Large-scale approximate intervention strategies for Probabilistic Boolean Networks as models of gene regulation. BIBE Mehmet Tan, Reda Alhajj, Faruk Polat
2007	J	`jnl`	A layered approach to learning coordination knowledge in multiagent environments. Appl. Intell. Güray Erus, Faruk Polat
2007	C	`conf`	Feature Reduction for Gene Regulatory Network Control. BIBE Mehmet Tan, Faruk Polat, Reda Alhajj
2007	A	`conf`	Moving target search in grid worlds. AAMAS Cagatay Undeger, Faruk Polat
2007	J	`jnl`	Positive Impact of State Similarity on Reinforcement Learning Performance. IEEE Trans. Syst. Man Cybern. Part B Sertan Girgin, Faruk Polat, Reda Alhajj
2007	J	`jnl`	RTTES: Real-time search in dynamic environments. Appl. Intell. Cagatay Undeger, Faruk Polat
2007	J	`jnl`	Real-Time Edge Follow: A Real-Time Path Search Approach. IEEE Trans. Syst. Man Cybern. Part C Cagatay Undeger, Faruk Polat
2007	B	`conf`	Real-Time Moving Target Search. PRIMA Cagatay Undeger, Faruk Polat
2007	A*	`conf`	State Similarity Based Approach for Improving Performance in RL. IJCAI Sertan Girgin, Faruk Polat, Reda Alhajj
2006	J	`jnl`	A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes. IEEE ACM Trans. Comput. Biol. Bioinform. Osman Abul, Reda Alhajj, Faruk Polat
2006	—	`conf`	Asymptotical Lower Limits on Required Number of Examples for Learning Boolean Networks. ISCIS Osman Abul, Reda Alhajj, Faruk Polat
2006	A	`conf`	Dynamic cooperation using resource based planning. AAMAS Utku Erdogdu, Faruk Polat
2006	C	`conf`	Effectiveness of Considering State Similarity for Reinforcement Learning. IDEAL Sertan Girgin, Faruk Polat, Reda Alhajj
2006	A	`conf`	Learning by Automatic Option Discovery from Conditionally Terminating Sequences. ECAI Sertan Girgin, Faruk Polat, Reda Alhajj
2006	C	`conf`	Optimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks. BIBE Osman Abul, Reda Alhajj, Faruk Polat
2006	A	`conf`	Real time target evaluation search. AAMAS Cagatay Undeger, Faruk Polat
2005	J	`jnl`	Co-operation framework of case-based reasoning agents for automated product recommendation. J. Exp. Theor. Artif. Intell. M. Özgür Baykal, Reda Alhajj, Faruk Polat
2005	—	`ch.`	Converting a Legacy Database to Object-Oriented Database. Encyclopedia of Database Technologies and Applications Reda Alhajj, Faruk Polat
2005	J	`jnl`	Data management research at the Middle East Technical University. SIGMOD Rec. Nihan Kesim Cicekli, Ahmet Cosar, Asuman Dogac, Faruk Polat, Pinar Senkul, Ismail Hakki Toroslu, Adnan Yazici
2005	J	`jnl`	Finding differentially expressed genes for pattern generation. Bioinform. Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker
2005	J	`jnl`	Multilevel graph partitioning: an evolutionary approach. J. Oper. Res. Soc. S. Küçükpetek, Faruk Polat, Halit Oguztüzün
2005	—	`conf`	Option Discovery in Reinforcement Learning using Frequent Common Subsequences of Actions. CIMCA/IAWTIC Sertan Girgin, Faruk Polat
2005	—	`ch.`	Proper Placement of Derived Classes in the Class Hierarchy. Encyclopedia of Database Technologies and Applications Reda Alhajj, Faruk Polat
2005	J	`jnl`	Views as first-class citizens in object-oriented databases. VLDB J. Reda Alhajj, Faruk Polat, Cem Yílmaz
2004	—	`conf`	Automated Product Recommendation by Employing Case-Based Reasoning Agents. ICEIS (2) M. Özgür Baykal, Reda Alhajj, Faruk Polat
2004	Misc	`conf`	Finding differentially expressed genes: pattern generation using Q-values. SAC Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker
2004	C	`conf`	Markov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Network. BIBE Osman Abul, Reda Alhajj, Faruk Polat
2003	B	`conf`	Cluster validity analysis using subsampling. SMC Osman Abul, Anthony Chiu Wa Lo, Reda Alhajj, Faruk Polat, Ken Barker
2003	—	`conf`	Implementing Agent Communication for a Multi-agent Simulation Infrastructure on HLA. ISCIS Erek Göktürk, Faruk Polat
2003	J	`jnl`	Multiple-agents to identify and separate touching digits in unconstrained handwritten Hindi numerals. J. Exp. Theor. Artif. Intell. Reda Alhajj, Faruk Polat
2003	J	`jnl`	Rule-based schema evolution in object-oriented databases. Knowl. Based Syst. Reda Alhajj, Faruk Polat
2002	J	`jnl`	Coordination of intelligent agents in real-time search. Expert Syst. J. Knowl. Eng. Armagan Cakir, Faruk Polat
2002	C	`conf`	Efficient Automated Mining of Fuzzy Association Rules. DEXA Mehmet Kaya, Reda Alhajj, Faruk Polat, Ahmet Arslan
2002	J	`jnl`	Learning Intelligent Behavior in a Non-stationary and Partially Observable Environment. Artif. Intell. Rev. Selguk Senkul, Faruk Polat
2002	J	`jnl`	Learning Sequences of Compatible Actions Among Agents. Artif. Intell. Rev. Faruk Polat, Osman Abul
2001	—	`conf`	Real-Time Edge Follow: A New Paradigm to Real-Time Path Search. GAME-ON Cagatay Undeger, Faruk Polat, Ziya Ipekkan
2001	—	`conf`	Reengineering Relational Databases to Object-Oriented: Constructing the Class Hierarchy and Migrating the Data. WCRE Reda Alhajj, Faruk Polat
2001	J	`jnl`	Semantic information-based alternative plan generation for multiple query optimization. Inf. Sci. Faruk Polat, Ahmet Cosar, Reda Alhajj
2001	Misc	`conf`	Transferring database contents from a conventional information systemto a corresponding existing object oriented information system. SAC Reda Alhajj, Faruk Polat
2000	B	`conf`	Employing multi-agents to identify touching of adjacent digits in handwritten Hindi numerals. SMC Reda Alhajj, Faruk Polat, Ashraf Elnagar
2000	B	`conf`	Function approximation based multi-agent reinforcement learning. ICTAI Osman Abul, Faruk Polat, Reda Alhajj
2000	—	`conf`	Maximizing Reuseability: Seeking Appropriate Positions for Derived Classes Within the Class Hierarchy. SAC (1) Reda Alhajj, Faruk Polat
2000	J	`jnl`	Multiagent reinforcement learning using function approximation. IEEE Trans. Syst. Man Cybern. Part C Osman Abul, Faruk Polat, Reda Alhajj
1999	J	`jnl`	A multi-agent tuple-space based problem solving framework. J. Syst. Softw. Faruk Polat, Reda Alhajj
1999	J	`jnl`	Using Object-Oriented Materialized Views to Answer Selection-Based Complex Queries. Inf. Sci. Reda Alhajj, Faruk Polat
1998	J	`jnl`	Incrementalk View Maintenance in Object-Oriented Databases. Data Base Reda Alhajj, Faruk Polat
1998	J	`jnl`	Proper Handling of Query Results towards Maximizing Reusability in Object_oriented Databases. Inf. Sci. Reda Alhajj, Faruk Polat
1996	C	`conf`	View Maintenance in Object-Oriented Databases. DEXA Reda Alhajj, Faruk Polat
1994	A	`conf`	Closure Maintenance in An Object-Oriented Query Model. CIKM Reda Alhajj, Faruk Polat
1993	—	`—`	A Negatiation platform for cooperating multi-agents systems (Yardımlaşan akıllı sistemler için bir model) Faruk Polat
1993	J	`jnl`	UVT: A Unification-Based Tool for Knowledge Base Verification. IEEE Expert Faruk Polat, H. Altay Güvenir
1992	—	`conf`	A Conflict Resolution-Based Decentralized Multi-Agent Problem Solving Model. MAAMAW Faruk Polat, H. Altay Güvenir
1991	—	`conf`	UVT: A Unification Based Tool for Knowledge Base Verification. EUROVAV Faruk Polat, H. Altay Güvenir