Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Multiagent Pickup and Delivery for Capacitated Agents

20th International Conference on Practical Applications of Agents and Multi-Agent Systems , PAAMS 2022, L'Aquila, İtalya, 13 - 15 Temmuz 2022, cilt.13616 LNAI, ss.76-87 identifier

LIMP: Incremental Multi-agent Path Planning with LPA*

14th International Conference on Agents and Artificial Intelligence (ICAART), ELECTR NETWORK, 3 - 05 Şubat 2022, ss.208-215 identifier

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 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

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

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

Autonomous Intelligent Agents and Multi-Agent Systems

International Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA 2017), 1 - 03 Kasım 2017

An Evolutionary Approach for Detecting Communities in Social Networks

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017 - ASONAM ’xx17, Sydney, Australia, 31 Temmuz - 03 Ağustos 2017

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

Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, 19 - 23 Eylül 2016

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 Sürdürülebilir Kalkınma 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

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

Proceedings of the 8th Workshop on Social Network Mining and Analysis - SNAKDD'14, New York, NY, USA, 24 - 27 Ağustos 2014

Cluster validity analysis using subsampling

SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483), Washington, DC, USA, 5 - 08 Ağustos 2003

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

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

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

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

Reengineering relational databases to object oriented constructing the class hierarchy and migrating the data

Proceedings Eighth Working Conference on Reverse Engineering, Stuttgart, Germany, 2 - 05 Ekim 2001

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

The power of genetic algorithm in automated assessment of school readiness

11th IEEE International Conference on Information Reuse and Integration, IRI 2010, Nevada, Amerika Birleşik Devletleri, 4 - 06 Ağustos 2010, ss.280-285 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

Markov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Networks

BIBE '04 Proceedings of the 4th IEEE Symposium on Bioinformatics and Bioengineering, 19 - 21 Mayıs 2004

Efficient Automated Mining of Fuzzy Association Rules

13th International Conference, DEXA 2002 Aix-en-Provence, France, September 2–6, 2002 Proceedings, 2 - 06 Eylül 2002

Real Time Edge Follow A New Paradigm to Real Time Path Search

International Conference on Intelligent Games and Simulation (GAME-ON 2001), 30 Kasım - 01 Aralık 2001

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

Kitap & Kitap Bölümleri

An Evolutionary Approach for Detecting Communities in Social Networks

From Security to Community Detection in Social Networking Platforms, , Editör, Springer, ss.17-44, 2019

Bilirkişi Raporları

Metrikler

Yayın

102

Atıf (WoS)

451

H-İndeks (WoS)

11

Atıf (Scopus)

532

H-İndeks (Scopus)

13

Proje

9

Tez Danışmanlığı

57

Açık Erişim

35
BM Sürdürülebilir Kalkınma Amaçları