Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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

Robotics and Autonomous Systems, cilt.126, 2020 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

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

JOURNAL OF INFORMATION SCIENCE, cilt.45, ss.676-690, 2019 (SCI İndekslerine Giren Dergi) identifier identifier

Automatic landmark discovery for learning agents under partial observability

KNOWLEDGE ENGINEERING REVIEW, cilt.34, 2019 (SCI İndekslerine Giren Dergi) identifier

GENERATING EFFECTIVE INITIATION SETS FOR SUBGOAL-DRIVEN OPTIONS

ADVANCES IN COMPLEX SYSTEMS, cilt.22, 2019 (SCI İndekslerine Giren Dergi) identifier identifier

A context aware model for autonomous agent stochastic planning

ROBOTICS AND AUTONOMOUS SYSTEMS, cilt.112, ss.137-153, 2019 (SCI İndekslerine Giren Dergi) identifier identifier

Effective induction of gene regulatory networks using a novel recommendation method

INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, cilt.22, ss.91-112, 2019 (SCI İndekslerine Giren Dergi) identifier

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

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, cilt.14, ss.1214-1227, 2017 (SCI İndekslerine Giren Dergi) identifier identifier identifier

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

ARTIFICIAL INTELLIGENCE IN MEDICINE, cilt.83, ss.14-34, 2017 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Making recommendations by integrating information from multiple social networks

APPLIED INTELLIGENCE, cilt.45, ss.1047-1065, 2016 (SCI İndekslerine Giren Dergi) identifier identifier

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

ARTIFICIAL INTELLIGENCE IN MEDICINE, cilt.70, ss.41-61, 2016 (SCI İndekslerine Giren Dergi) identifier identifier identifier

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

IEEE TRANSACTIONS ON CYBERNETICS, cilt.46, ss.245-257, 2016 (SCI İndekslerine Giren Dergi) identifier identifier

Toward Generalization of Automated Temporal Abstraction to Partially Observable Reinforcement Learning

IEEE TRANSACTIONS ON CYBERNETICS, cilt.45, ss.1414-1425, 2015 (SCI İndekslerine Giren Dergi) identifier identifier

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

INFORMATION SCIENCES, cilt.222, ss.675-695, 2013 (SCI İndekslerine Giren Dergi) identifier identifier

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

INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, cilt.8, ss.247-281, 2013 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Subtree selection in kernels for graph classification

INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, cilt.8, ss.294-310, 2013 (SCI İndekslerine Giren Dergi) identifier identifier identifier

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

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, cilt.42, ss.1354-1364, 2012 (SCI İndekslerine Giren Dergi) identifier identifier

Formation preserving path finding in 3-D terrains

APPLIED INTELLIGENCE, cilt.36, ss.348-368, 2012 (SCI İndekslerine Giren Dergi) identifier identifier

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

KNOWLEDGE-BASED SYSTEMS, cilt.24, ss.501-512, 2011 (SCI İndekslerine Giren Dergi) identifier identifier

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

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, cilt.8, ss.130-142, 2011 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Improving reinforcement learning by using sequence trees

MACHINE LEARNING, cilt.81, ss.283-331, 2010 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Multi-agent real-time pursuit

AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, cilt.21, ss.69-107, 2010 (SCI İndekslerine Giren Dergi) identifier identifier

Automated Large-Scale Control of Gene Regulatory Networks

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, cilt.40, ss.286-297, 2010 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Scalable approach for effective control of gene regulatory networks

ARTIFICIAL INTELLIGENCE IN MEDICINE, cilt.48, ss.51-59, 2010 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Real-Time Moving Target Evaluation Search

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, cilt.39, ss.366-372, 2009 (SCI İndekslerine Giren Dergi) identifier identifier

A layered approach to learning coordination knowledge in multiagent environments

APPLIED INTELLIGENCE, cilt.27, ss.249-267, 2007 (SCI İndekslerine Giren Dergi) identifier identifier

RTTES: Real-time search in dynamic environments

APPLIED INTELLIGENCE, cilt.27, ss.113-129, 2007 (SCI İndekslerine Giren Dergi) identifier identifier

Positive impact of state similarity on reinforcement learning performance

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, cilt.37, ss.1256-1270, 2007 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Real-time edge follow: A real-time path search approach

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, cilt.37, ss.860-872, 2007 (SCI İndekslerine Giren Dergi) identifier identifier

A powerful approach for effective finding of significantly differentially expressed genes

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, cilt.3, ss.220-231, 2006 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Effectiveness of considering state similarity for reinforcement learning

INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2006, PROCEEDINGS, cilt.4224, ss.163-171, 2006 (SCI İndekslerine Giren Dergi) identifier

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

JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, cilt.17, ss.201-220, 2005 (SCI İndekslerine Giren Dergi) identifier identifier

Data management research at the Middle East Technical University

SIGMOD RECORD, cilt.34, ss.81-84, 2005 (SCI İndekslerine Giren Dergi) identifier identifier

Multilevel graph partitioning: an evolutionary approach

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, cilt.56, ss.549-562, 2005 (SCI İndekslerine Giren Dergi) identifier identifier

Views as first-class citizens in object-oriented databases

VLDB JOURNAL, cilt.14, ss.155-169, 2005 (SCI İndekslerine Giren Dergi) identifier identifier

Finding differentially expressed genes for pattern generation

BIOINFORMATICS, cilt.21, ss.445-450, 2005 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier identifier

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

JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, cilt.15, ss.461-471, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

Chemoenzymatic synthesis of both enantiomers of 3-hydroxy-2,3-dihydro-4H-chromen-4-one

TETRAHEDRON-ASYMMETRY, cilt.14, ss.1489-1493, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

Implementing agent communication for a multi-agent simulation infrastructure on HLA

COMPUTER AND INFORMATION SCIENCES - ISCIS 2003, cilt.2869, ss.619-626, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

Rule-based schema evolution in object-oriented databases

KNOWLEDGE-BASED SYSTEMS, cilt.16, ss.47-57, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

Learning intelligent behavior in a non-stationary and partially observable environment

ARTIFICIAL INTELLIGENCE REVIEW, cilt.18, ss.97-115, 2002 (SCI İndekslerine Giren Dergi) identifier identifier

Coordination of intelligent agents in real-time search

EXPERT SYSTEMS, cilt.19, ss.80-87, 2002 (SCI İndekslerine Giren Dergi) identifier identifier

Learning sequences of compatible actions among agents

ARTIFICIAL INTELLIGENCE REVIEW, cilt.17, ss.21-37, 2002 (SCI İndekslerine Giren Dergi) identifier identifier

Semantic information-based alternative plan generation for multiple query optimization

INFORMATION SCIENCES, cilt.137, ss.103-133, 2001 (SCI İndekslerine Giren Dergi) identifier identifier

Multiagent reinforcement learning using function approximation

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, cilt.30, ss.485-497, 2000 (SCI İndekslerine Giren Dergi) identifier identifier

Using object-oriented materialized views to answer selection-based complex queries

INFORMATION SCIENCES, cilt.118, ss.75-99, 1999 (SCI İndekslerine Giren Dergi) identifier identifier

A multi-agent tuple-space based problem solving framework

JOURNAL OF SYSTEMS AND SOFTWARE, cilt.47, ss.11-17, 1999 (SCI İndekslerine Giren Dergi) identifier identifier

Incremental view maintenance in object-oriented databases

DATA BASE FOR ADVANCES IN INFORMATION SYSTEMS, cilt.29, ss.52-64, 1998 (SCI İndekslerine Giren Dergi) identifier identifier

Proper handling of query results towards maximizing reusability in object-oriented databases

INFORMATION SCIENCES, cilt.107, ss.247-272, 1998 (SCI İndekslerine Giren Dergi) identifier identifier

View maintenance in object-oriented databases

DATABASE AND EXPERT SYSTEMS APPLICATIONS, cilt.1134, ss.153-162, 1996 (SCI İndekslerine Giren Dergi) identifier

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Compact Frequency Memory for Reinforcement Learning with Hidden States.

PRIMA 2019: Principles and Practice of Multi-Agent Systems - 22nd International Conference, Taranto, İtalya, 28 - 31 Ekim 2019, ss.425-433 identifier

Reducing Features to Improve Link Prediction Performance in Location Based Social Networks, Non-Monotonically Selected Subset from Feature Clusters

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Vancouver, Kanada, 27 - 30 Ağustos 2019, ss.809-815 identifier identifier

Landmark Based Reward Shaping in Reinforcement Learning with Hidden States

18th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), Montreal, Kanada, 13 - 17 Mayıs 2019, ss.1922-1924 identifier identifier

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

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, İspanya, 28 - 31 Ağustos 2018, ss.920-925 Creative Commons License identifier

Using Transitional Bottlenecks to Improve Learning in Nearest Sequence Memory Algorithm

IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI), Massachusetts, Amerika Birleşik Devletleri, 6 - 08 Kasım 2017, ss.147-152 identifier identifier

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

IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI), Massachusetts, Amerika Birleşik Devletleri, 6 - 08 Kasım 2017, ss.1-5 identifier identifier

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

22nd European Conference on Artificial Intelligence (ECAI), Hague, Hollanda, 29 Ağustos - 02 Eylül 2016, cilt.285, ss.1644-1645 identifier identifier

Time Preference aware Dynamic Recommendation Enhanced with Location, Social Network and Temporal Information

8th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), San-Francisco, Kostarika, 18 - 21 Ağustos 2016, ss.909-916 identifier

Examining Place Categories for Link Prediction in Location Based Social Networks

8th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), San-Francisco, Kostarika, 18 - 21 Ağustos 2016, ss.976-979 identifier

Inference of Gene Regulatory Networks Via Multiple Data Sources and a Recommendation Method

IEEE International Conference on Bioinformatics and Biomedicine, Washington, Kiribati, 9 - 12 Kasım 2015, ss.661-664 identifier

Modeling Individuals and Making Recommendations Using Multiple Social Networks

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, Fransa, 25 - 28 Ağustos 2015, ss.1184-1191 identifier identifier

Memory Efficient Factored Abstraction for Reinforcement Learning

IEEE 2nd International Conference on Cybernetics (CYBCONF), Gdynia, Polonya, 24 - 26 Haziran 2015, ss.18-23 identifier

Multi-Objective Optimization Based Location and Social Network Aware Recommendation

10th IEEE International Conference on Collaborative Computing Networking Applications and Worksharing, Florida, Amerika Birleşik Devletleri, 22 - 25 Ekim 2014, ss.233-242 Creative Commons License identifier identifier

Trust Based Recommendation Systems

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Niagara Falls, Kanada, 25 - 28 Ağustos 2013, ss.1267-1274 identifier

Effective Enrichment of Gene Expression Data Sets

11th IEEE International Conference on Machine Learning and Applications (ICMLA), Florida, Amerika Birleşik Devletleri, 12 - 15 Aralık 2012, ss.76-81 identifier identifier

A Multi-Objective Incremental Path Planning Algorithm for Mobile Agents

11th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Macau, Çin, 4 - 07 Aralık 2012, ss.401-408 identifier identifier

Abstraction in Model Based Partially Observable Reinforcement Learning using Extended Sequence Trees

11th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Macau, Çin, 4 - 07 Aralık 2012, ss.348-355 identifier identifier

Partially Observable Gene Regulatory Network Control Without a Boundary on Horizon

IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI), Athens, Yunanistan, 7 - 09 Kasım 2012, ss.81-88 identifier identifier

Employing Machine Learning Techniques for Data Enrichment: Increasing the number of samples for effective gene expression data analysis

IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Georgia, Amerika Birleşik Devletleri, 12 - 15 Kasım 2011, ss.238-242 identifier identifier

Feature Selection for Graph Kernels

IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Hong Kong, Hong Kong, 18 - 21 Aralık 2010, ss.632-637 identifier

Derivation of Transcriptional Regulatory Relationships by Partial Least Squares Regression

IEEE International Conference on Bioinformatics and Biomedicine (BIBMW 2009), Washington, Kiribati, 1 - 04 Kasım 2009, ss.88-89 identifier identifier

Large-Scale Approximate Intervention Strategies for Probabilistic Boolean Networks as Models of Gene Regulation

8th IEEE International Conference on Bioinformatics and Bioengineering, Athens, Yunanistan, 8 - 10 Ekim 2008, ss.296-297 identifier identifier

Combining Multiple Types of Biological Data in Constraint-Based Learning of Gene Regulatory Networks

IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, Idaho, Amerika Birleşik Devletleri, 15 - 17 Eylül 2008, ss.131-132 identifier identifier

FORMATION PRESERVING NAVIGATION OF AGENT TEAMS IN 3-D TERRAINS

6th International Industrial Simulation Conference, Lyon, Fransa, 9 - 11 Haziran 2008, ss.148-155 identifier

Real-Time Moving Target Search

10th Pacific Rim International Conference on Multi-Agent Systems, Bangkok, Tayland, 21 - 23 Kasım 2007, cilt.5044, ss.110-111 identifier

Feature reduction for gene regulatory network control

7th IEEE International Conference on Bioinformatics and Bioengineering, Massachusetts, Amerika Birleşik Devletleri, 14 - 17 Ekim 2007, ss.1260-1261 identifier identifier

State Similarity Based Approach for Improving Performance in RL

20th International Joint Conference on Artificial Intelligence, Hyderabad, Pakistan, 6 - 12 Ocak 2007, ss.817-822 identifier identifier

Asymptotical lower limits on required number of examples for learning boolean networks

21st International Symposium on Computer and Information Sciences (ISCIS 2006), İstanbul, Türkiye, 1 - 03 Kasım 2006, cilt.4263, ss.154-164 identifier identifier

Optimal multi-objective control method for discrete genetic regulatory networks

6th IEEE Syposium on BioInformatics and BioEngineering (BIBE 2006), Virginia, Amerika Birleşik Devletleri, 16 - 18 Ekim 2006, ss.281-282 identifier identifier

Learning by Automatic Option Discovery from Conditionally Terminating Sequences

17th European Conference on Artificial Intelligence, Riva del Garda, İtalya, 28 Ağustos 2006, cilt.141, ss.494-495 identifier

Option discovery in reinforcement learning using frequent common subsequences of actions

International Conference on Computational Intelligence for Modelling, Control and Automation/International Conference on Intelligent Agents Web Technologies and International Commerce, Vienna, Avusturya, 28 - 30 Kasım 2005, ss.371-372 identifier identifier

Alternative Plan Generation methods for Multiple Query Optimization

13th International Symposium on Computer and Information Sciences (ISCIS 98), BELEK ANTALYA, Türkiye, 26 - 28 Ekim 1998, cilt.53, ss.246-253 identifier