Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Maximal paths recipe for constructing Web user sessions

World Wide Web, vol.25, no.6, pp.2455-2485, 2022 (SCI-Expanded) identifier identifier

Twitter account classification using account metadata: organization vs. individual

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.30, no.4, pp.1404-1418, 2022 (SCI-Expanded) Sustainable Development identifier identifier

Event Detection on Communities: Tracking the Change in Community Structure within Temporal Communication Networks

PUTTING SOCIAL MEDIA AND NETWORKING DATA IN PRACTICE FOR EDUCATION, PLANNING, PREDICTION AND RECOMMENDATION, pp.75-96, 2020 (SCI-Expanded) identifier

A framework for aspect based sentiment analysis on turkish informal texts

Journal of Intelligent Information Systems, vol.53, no.3, pp.431-451, 2019 (SCI-Expanded) identifier identifier

Short-term trend prediction in financial time series data

KNOWLEDGE AND INFORMATION SYSTEMS, vol.61, no.1, pp.397-429, 2019 (SCI-Expanded) identifier identifier

Task assignment in tree-like hierarchical structures

JOURNAL OF COMBINATORIAL OPTIMIZATION, vol.34, no.2, pp.631-655, 2017 (SCI-Expanded) Creative Commons License identifier identifier

Improving the prediction of page access by using semantically enhanced clustering

JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, vol.47, no.1, pp.165-192, 2016 (SCI-Expanded) identifier identifier

A comparative study on ILP-based concept discovery systems

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.9, pp.11598-11607, 2011 (SCI-Expanded) identifier identifier

A dynamic programming algorithm for tree-like weighted set packing problem

INFORMATION SCIENCES, vol.180, no.20, pp.3974-3979, 2010 (SCI-Expanded) identifier identifier

A genetic algorithm for maximum-weighted tree matching problem

APPLIED SOFT COMPUTING, vol.10, no.4, pp.1127-1131, 2010 (SCI-Expanded) identifier identifier

ILP-based concept discovery in multi-relational data mining

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.9, pp.11418-11428, 2009 (SCI-Expanded) identifier identifier

Incremental assignment problem

INFORMATION SCIENCES, vol.177, no.6, pp.1523-1529, 2007 (SCI-Expanded) Creative Commons License identifier identifier

Genetic algorithm for the multiple-query optimization problem

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, vol.37, no.1, pp.147-153, 2007 (SCI-Expanded) identifier identifier

Data mining in deductive databases using query flocks

EXPERT SYSTEMS WITH APPLICATIONS, vol.28, no.3, pp.395-407, 2005 (SCI-Expanded) identifier identifier

A semantic-based user privacy protection framework for Web services

INTELLIGENT TECHNIQUES FOR WEB PERSONALIZATION, vol.3169, pp.289-305, 2005 (SCI-Expanded) identifier

Dynamic programming solution for multiple query optimization problem

INFORMATION PROCESSING LETTERS, vol.92, no.3, pp.149-155, 2004 (SCI-Expanded) identifier identifier

Repetition support and mining cyclic patterns

EXPERT SYSTEMS WITH APPLICATIONS, vol.25, no.3, pp.303-311, 2003 (SCI-Expanded) identifier identifier

Personnel assignment problem with hierarchical ordering constraints

COMPUTERS & INDUSTRIAL ENGINEERING, vol.45, no.3, pp.493-510, 2003 (SCI-Expanded) Sustainable Development identifier identifier

Automatic reconstruction of broken 3-D surface objects

COMPUTERS & GRAPHICS-UK, vol.23, no.4, pp.573-582, 1999 (SCI-Expanded) identifier identifier

LPL++: Object logic programming language with built-in inheritance through unification

DATA BASE FOR ADVANCES IN INFORMATION SYSTEMS, vol.29, no.2, pp.50-61, 1998 (SCI-Expanded) identifier identifier

The strong partial transitive-closure problem: Algorithms and performance evaluation

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol.8, no.4, pp.617-629, 1996 (SCI-Expanded) identifier identifier

AN EFFICIENT DATABASE TRANSITIVE CLOSURE ALGORITHM

APPLIED INTELLIGENCE, vol.4, no.2, pp.205-218, 1994 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

ATM Withdrawal Amount Forecasting Through Neural Architectures

IEEE International Conference on Big Data, Los-Angeles, Chile, 9 - 12 December 2019 identifier identifier

Clustering based personality prediction on turkish tweets

Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Vancouver, Canada, 27 - 30 August 2019, pp.825-828 identifier identifier

Dynamic Programming Solution to ATM Cash Replenishment Optimization Problem

1st International Conference on Intelligent Computing and Optimization (ICO), Pattaya, Thailand, 4 - 05 October 2018, vol.866, pp.428-437 identifier identifier

Event Detection by Change Tracking on Community Structure of Temporal Networks

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, Spain, 28 - 31 August 2018, pp.928-931 identifier

Optimization of Just-in-Time Adaptive Interventions Using Reinforcement Learning

31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), Montreal, Canada, 25 - 28 June 2018, vol.10868, pp.334-341 identifier identifier

Analyzing Implicit Aspects and Aspect Dependent Sentiment Polarity for Aspect-based Sentiment Analysis on Informal Turkish Texts

9th International Conference on Management of Emergent Digital EcoSystems (MEDES), Bangkok, Thailand, 7 - 09 November 2017, pp.134-141 identifier identifier

Data Mining based Product Marketing Technique for Banking Products

16th IEEE International Conference on Data Mining (ICDM), Barcelona, Spain, 12 - 15 December 2016, pp.552-559 identifier identifier

A Web Search Enhanced Feature Extraction Method for Aspect-Based Sentiment Analysis for Turkish Informal Texts

18th International Conference on Data Warehousing and Knowledge Discovery (DAWAK), Porto, Portugal, 6 - 08 September 2016, vol.9829, pp.225-238 identifier identifier

Co-Clustering Signed 3-Partite Graphs

8th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), San-Francisco, Costa Rica, 18 - 21 August 2016, pp.945-948 identifier

Finding All Maximal Paths In Web User Sessions

WWW 2016, Montreal, Canada, 11 - 15 April 2016, pp.15-16

A Dynamic Modularity Based Community Detection Algorithm for Large-scale Networks: DSLM

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France, 25 - 28 August 2015, pp.1177-1183 identifier identifier

Cost-Aware Result Caching for Meta-Search Engines

38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Santiago, Chile, 9 - 13 August 2015, pp.739-742 identifier identifier

Predicting the Next Location Change and Time of Change for Mobile Phone Users

3rd ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS), Texas, United States Of America, 04 November 2014, pp.51-59 Sustainable Development identifier identifier

Clustering frequent navigation patterns from website logs by using ontology and temporal information

27h International Symposium on Computer and Information Sciences, ISCIS 2012, Paris, France, 3 - 04 October 2012, pp.363-370 identifier

Transfer Learning Using Twitter Data for Improving Sentiment Classification of Turkish Political News

28th International Symposium on Computer and Information Sciences (ISCIS), Paris, France, 28 - 29 October 2013, vol.264, pp.139-148 Sustainable Development identifier identifier

K-partitioning of Signed or Weighted Bipartite Graphs

ASE/IEEE International Conference on Social Computing (SocialCom), Washington, Kiribati, 8 - 14 September 2013, pp.815-820 Sustainable Development identifier identifier

Partitioning and Scaling Signed Bipartite Graphs for Polarized Political Blogosphere

ASE/IEEE International Conference on Social Computing (SocialCom), Washington, Kiribati, 8 - 14 September 2013, pp.168-173 identifier identifier

Similarity search in protein sequence databases using metric access methods

5th International Conference on Bioinformatics and Computational Biology 2013, BICoB 2013, Honolulu, HI, United States Of America, 4 - 06 March 2013, pp.131-136 identifier

Sentiment Analysis of Turkish Political News

11th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Macau, China, 4 - 07 December 2012, pp.174-180 identifier identifier

Using tag similarity in SVD-based recommendation systems

2011 5th International Conference on Application of Information and Communication Technologies, AICT 2011, Baku, Azerbaijan, 12 - 14 October 2011 identifier

Adaptation and Fine-Tuning of the Weighted Sum Method on Personnel Assignment Problem with Hierarchical Ordering and Team Constraints

26th Annual International Symposium on Computer and Information Science, London, Canada, 26 - 28 September 2011, pp.571-576 identifier

Semantically Enriched Event Based Model for Web Usage Mining

11th International Conference on Web Information Systems Engineering, Hong Kong, PEOPLES R CHINA, 12 - 14 December 2010, vol.6488, pp.166-168 identifier

Comparison of multidimensional data access methods for feature-based image retrieval

2010 20th International Conference on Pattern Recognition, ICPR 2010, İstanbul, Turkey, 23 - 26 August 2010, pp.3260-3263 identifier

A genetic algorithm approach to the artillery target assignment problem

25th International Symposium on Computer and Information Sciences, ISCIS 2010, London, United Kingdom, 22 - 24 September 2010, pp.39-42 identifier

Smart Miner: A new framework for mining large scale web usage data

18th International World Wide Web Conference, WWW 2009, Madrid, Spain, 20 - 24 April 2009, pp.161-170 identifier

Confidence-based concept discovery in relational databases

2009 WRI World Congress on Computer Science and Information Engineering, CSIE 2009, Los Angeles, CA, United States Of America, 31 March - 02 April 2009, vol.4, pp.282-286 identifier

Multi-Relational Concept Discovery with Aggregation

24th International Symposium on Computer and Information Sciences, Güzelyurt, Cyprus (Kktc), 14 - 16 September 2009, pp.247-252 identifier

Analyzing Transitive Rules on a Hybrid Concept Discovery System

4th International Workshop on Hybrid Artificial Intelligence Systems, Salamanca, Mexico, 10 - 12 June 2009, vol.5572, pp.227-234 identifier

Aggregation in confidence-based concept discovery for multi-relational data mining

Informatics 2008 and Data Mining 2008, MCCSIS'08 - IADIS Multi Conference on Computer Science and Information Systems, Amsterdam, Netherlands, 22 - 27 July 2008, pp.43-50 identifier

Distance-based Indexing of Residue Contacts for Protein Structure Retrieval and Alignment

8th IEEE International Conference on Bioinformatics and Bioengineering, Athens, Greece, 8 - 10 October 2008, pp.314-316 identifier identifier

Approximate similarity search in genomic sequence databases using landmark-guided embedding

24th IEEE International Conference on Data Engineering/ 1st International Workshop on Secure Semantic Web, Cancun, Mexico, 7 - 12 April 2008, pp.498-499 identifier identifier

Confidence-based concept discovery in multi-relational data mining

International Multiconference of Engineers and Computer Scientists, Hong Kong, PEOPLES R CHINA, 19 - 21 March 2008, pp.446-451 identifier

Amino acid substitution matrices based on 4-body Delaunay contact profiles

7th IEEE International Conference on Bioinformatics and Bioengineering, Massachusetts, United States Of America, 14 - 17 October 2007, pp.796-801 identifier identifier

A new ILP-based concept discovery method for business intelligence

IEEE 23rd International Conference on Data Engineering Workshop, İstanbul, Turkey, 17 - 20 April 2007, pp.962-969 identifier identifier

Performance comparison of pattern discovery methods on web log data

4th IEEE/ACS International Conference on Computer Systems and Applications (AICCSA-06), Sharjah, United Arab Emirates, 8 - 11 March 2006, pp.445-446 Creative Commons License identifier identifier

A new approach for reactive web usage data processing

22nd International Conference on Data Engineering Workshops, ICDEW 2006, Georgia, United States Of America, 3 - 07 April 2006 identifier

A semantic-based user privacy protection framework for Web services

IJCAI 2003 Workshop on Intelligent Techniques for Web Personalization, ITWP 2003, Acapulco, Mexico, 11 August 2003, pp.289-305 identifier

Data Mining in Deductive Databases Using Query Flocks: Extended Abstract

Proceedings of the 6th Joint Conference on Information Sciences, JCIS 2002, Research Triange Park, NC, United States Of America, 8 - 13 March 2002, vol.6, pp.494-497 identifier

Mining cyclically repeated patterns

3rd International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2001, Munich, Germany, 5 - 07 September 2001, vol.2114, pp.83-92 identifier

Data mining using query flocks with views

11th International Conference on Database and Expert Systems Applications, DEXA 2000, London, United Kingdom, 4 - 08 September 2000, vol.1873, pp.720-729 identifier

Effective maintenance views: Improvements to the DRed algorithm

14th International Conference on Logic Programming (ICLP 97), LOUVAIN, Belgium, 8 - 11 July 1997, pp.213-225 identifier

Efficient computation of strong partial transitive-closures

1993 IEEE 9th International Conference on Data Engineering, Vienna, Austria, 19 - 23 April 1993, pp.530-537 identifier

An efficient transitive closure algorithm for distributed databases

5th International Conference on Computing and Information, ICCI 1993, Sudbury, Canada, 27 - 29 May 1993, pp.185-189 identifier

New transitive closure algorithm for recursive query processing in deductive databases

4th International Conference on Tools with Artificial Intelligence, ICTAI 1992, Virginia, United States Of America, 10 - 13 November 1992, pp.268-275 identifier

Books & Book Chapters

Event Detection on Communities: Tracking the Change in Community Structure within Temporal Communication Networks

in: Putting Social Media and Networking Data in Practice for Education, Planning, Prediction and Recommendation, Mehmet KayaŞuayip BirinciJalal KawashReda Alhajj, Editor, Springer Cham, pp.75-96, 2020

A Network-Based Model for Predicting Hashtag Breakouts in Twitter

in: Social Computing Behavioral Cultural Modeling and Prediction, Agrawal N., Xu K., Osgood N., Editor, Springer, pp.3-12, 2015

Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds

in: New Frontiers in Mining Complex Patterns, A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari and Z. W. Ras, Editor, Springer, pp.179-193, 2015

Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds

in: New Frontiers in Mining Complex Patterns, A. Appice,M. Ceci,C. Loglisci,G. Manco,E. Masciari and Z. W. Ras, Editor, Springer, New York, pp.179-193, 2015