Metrikler
Yayın
120
Açık Erişim
47
BM Sürdürülebilir Kalkınma Amaçları
Eğitim Bilgileri
1989 - 1993
1989 - 1993Doktora
Northwestern University, Bilgisayar Bilimleri, Amerika Birleşik Devletleri
1987 - 1989
1987 - 1989Yüksek Lisans
İhsan Doğramacı Bilkent Üniversitesi, Mühendislik Ve Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği (Yl) (Tezli), Türkiye
1982 - 1987
1982 - 1987Lisans
Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye
Yabancı Diller
C1 İleri
C1 İleriİngilizce
Araştırma Alanları
Algoritmalar
Veritabanı ve Veri Yapıları
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Akademik Ünvanlar / Görevler
2007 - Devam Ediyor
2007 - Devam EdiyorProf. Dr.
Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
1997 - 2007
1997 - 2007Doç. Dr.
Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
1993 - 1997
1993 - 1997Yrd. Doç. Dr.
Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
Akademi Dışı Deneyim
1993 - Devam Ediyor
1993 - Devam EdiyorÖğretim üyesi
ODTÜ, Öğretim üyesi
2000 - 2002
2000 - 2002Ziyaretçi Öğretim üyesi
Central Florida university, Ziyaretçi Öğretim üyesi
Yönetilen Tezler
2021
2021Yüksek Lisans
Determining user types from Twitter account content and structure
TOROSLU İ. H. (Danışman)
M.GÜRLEK(Öğrenci)
2021
2021Yüksek Lisans
Forecasting user behaviors in call detail records using LSTM models
TOROSLU İ. H. (Danışman)
H.KOCAMAN(Öğrenci)
2019
2019Yüksek Lisans
RnR: Reduce and Raise - Bottom-Up Community Detection in Bipartite and Tripartite Graphs
TOROSLU İ. H. (Eş Danışman), ÜÇOLUK G. (Eş Danışman)
K.EKMEKCİ(Öğrenci)
2019
2019Yüksek Lisans
Son teknoloji mimariler kullanılarak bir tartışmaya katılabilen twitter botu geliştirilmesi.
TOROSLU İ. H. (Danışman)
Y.Mücahit(Öğrenci)
2019
2019Yüksek Lisans
Forex verisi hareketlenme yönünün teknik ve makroekonomik göstergeler kullanılarak LSTM ile tahminlenmesi.
TOROSLU İ. H. (Danışman)
D.Can(Öğrenci)
2018
2018Doktora
Privacy preserving database external layer construction algorithm via secure decomposition for attribute-based security policies
TOROSLU İ. H. (Danışman)
U.TURAN(Öğrenci)
2017
2017Doktora
Forecasting direction of exchange rate fluctuations with two dimensional patterns and currency strength
TOROSLU İ. H. (Eş Danışman), ŞEHİTOĞLU O. T. (Eş Danışman)
M.Onur(Öğrenci)
2017
2017Yüksek Lisans
Product and channel prediction for direct marketing in banking sector
KARAGÖZ P. (Eş Danışman), TOROSLU İ. H. (Eş Danışman)
M.MITIK(Öğrenci)
2017
2017Yüksek Lisans
Co-clustering signed 3-partite graphs
TOROSLU İ. H. (Danışman)
S.ŞAHİN(Öğrenci)
2017
2017Yüksek Lisans
Data mining approach for direct marketing of banking products with profit/cost analysis
TOROSLU İ. H. (Eş Danışman), KARAGÖZ P. (Eş Danışman)
O.KORKMAZ(Öğrenci)
2016
2016Yüksek Lisans
Feature based sentiment analysis on informal Turkish texts
TOROSLU İ. H. (Eş Danışman), KARAGÖZ P. (Eş Danışman)
B.KAMA(Öğrenci)
2015
2015Yüksek Lisans
Heuristic based trading system on Forex data using technical indicator rules
TOROSLU İ. H. (Danışman)
M.ÖZTÜRK(Öğrenci)
2015
2015Yüksek Lisans
Dynamic modularity based community detection for large scale networks
TOROSLU İ. H. (Danışman)
R.AKTUNÇ(Öğrenci)
2014
2014Yüksek Lisans
Reco, a hybrid video recommendation system using user behaviours and features of videos
TOROSLU İ. H. (Danışman)
Ş.BEZEN(Öğrenci)
2014
2014Yüksek Lisans
Extending singular value decomposition based recommendation systems with tags and ontology
TOROSLU İ. H. (Danışman)
Y.TURGUT(Öğrenci)
2014
2014Yüksek Lisans
A new collaborative filtering algorithm using near-clique bipartite graph clusters
TOROSLU İ. H. (Danışman)
H.YILDIZ(Öğrenci)
2014
2014Yüksek Lisans
Improving the prediction of page access by using semantically enhanced clustering
TOROSLU İ. H. (Eş Danışman), KARAGÖZ P. (Eş Danışman)
E.ŞEN(Öğrenci)
2014
2014Yüksek Lisans
Methods for location prediction of mobile phone users
TOROSLU İ. H. (Danışman)
İ.KELEŞ(Öğrenci)
2014
2014Yüksek Lisans
Predicting the location and time of mobile phone users by using sequential pattern mining techniques
TOROSLU İ. H. (Eş Danışman), KARAGÖZ P. (Eş Danışman)
M.ÖZER(Öğrenci)
2014
2014Yüksek Lisans
Efficient rating estimation by using similarity in multi dimensional check-in data
TOROSLU İ. H. (Eş Danışman), KARAGÖZ P. (Eş Danışman)
B.UÇAR(Öğrenci)
2014
2014Yüksek Lisans
Emotion analysis on Turkish tweets
TOROSLU İ. H. (Eş Danışman), KARAGÖZ P. (Eş Danışman)
S.DEMİRCİ(Öğrenci)
2013
2013Yüksek Lisans
A hybrid geo-activity recommendation system using advanced feature combination and semantic activity similarity
TOROSLU İ. H. (Danışman)
M.SATTARI(Öğrenci)
2013
2013Yüksek Lisans
Link based limited session reconstruction method for mining web usage data
TOROSLU İ. H. (Danışman)
B.TIKNAZ(Öğrenci)
2013
2013Yüksek Lisans
An extensible security infrastructure for the secondary use of electronic health records in clinical research
TOROSLU İ. H. (Danışman)
E.ERYILMAZ(Öğrenci)
2013
2013Doktora
A semantic interoperability framework for reinforcing post market safety studies
TOROSLU İ. H. (Danışman)
M.YÜKSEL(Öğrenci)
2013
2013Yüksek Lisans
Sentiment analysis of Turkish political columns with transfer learning
TOROSLU İ. H. (Danışman)
M.KAYA(Öğrenci)
2012
2012Yüksek Lisans
K?way partitioning of signed bipartite graphs
TOROSLU İ. H. (Danışman)
N.BURAK(Öğrenci)
2012
2012Yüksek Lisans
Esağlıkta hasta verisi gizliliği ve onem yönetimi.
TOROSLU İ. H. (Eş Danışman), Toroslu İ.(Eş Danışman)
E.Alpay(Öğrenci)
2012
2012Yüksek Lisans
Patient privacy and consent management in e-health
TOROSLU İ. H. (Danışman)
E.ALPAY(Öğrenci)
2011
2011Yüksek Lisans
Clustering frequent navigation patterns from website logs using ontology and temporal information
TOROSLU İ. H. (Eş Danışman), KARAGÖZ P. (Eş Danışman)
S.KILIÇ(Öğrenci)
2010
2010Yüksek Lisans
A singular value decomposition approach for recommendation systems
TOROSLU İ. H. (Danışman)
O.NURİ(Öğrenci)
2009
2009Yüksek Lisans
Mining frequent semantic event patterns
TOROSLU İ. H. (Danışman)
E.SÖZTUTAR(Öğrenci)
2009
2009Yüksek Lisans
Parallel CLOSET+ algorithm for finding frequent closed itemsets
TOROSLU İ. H. (Eş Danışman), ŞENER C. (Eş Danışman)
T.ŞEN(Öğrenci)
2008
2008Yüksek Lisans
Artillery target assignment problem with time dimension
TOROSLU İ. H. (Danışman)
B.SAPAZ(Öğrenci)
2006
2006Yüksek Lisans
Genetic algorithm for personnel assignment problem with multiple objectives
TOROSLU İ. H. (Danışman)
Y.ARSLANOĞLU(Öğrenci)
2006
2006Yüksek Lisans
A new reactive method for processing web usage data
TOROSLU İ. H. (Danışman)
M.ALİ(Öğrenci)
2005
2005Yüksek Lisans
A new hybrid multı-relational data mining technique
TOROSLU İ. H. (Danışman)
S.DAĞLAR(Öğrenci)
2005
2005Yüksek Lisans
A comparative study of tree encodings for evolutionary computing
TOROSLU İ. H. (Eş Danışman), ÜÇOLUK G. (Eş Danışman)
E.SAKA(Öğrenci)
2003
2003Doktora
Specification and scheduling of workflows under resource allocation constraints
TOROSLU İ. H. (Danışman)
P.KARAGÖZ(Öğrenci)
2003
2003Yüksek Lisans
Handling privacy of personal user-context information using service policies and role based user privacy preferences
TOROSLU İ. H. (Danışman)
A.TÜMER(Öğrenci)
2000
2000Yüksek Lisans
Data mining using queny flocks with views
TOROSLU İ. H. (Danışman)
M.YETİŞGEN(Öğrenci)
2000
2000Yüksek Lisans
Data mining using query flocks with views
TOROSLU İ. H. (Danışman)
M.Yetişgen(Öğrenci)
1997
1997Yüksek Lisans
A Deductive object-oriented database language
TOROSLU İ. H. (Danışman)
M.SAVAŞ(Öğrenci)
1996
1996Yüksek Lisans
Turkish text compression using Huffman coding
ÜÇOLUK G. (Eş Danışman), TOROSLU İ. H. (Eş Danışman)
Y.Çiftçisoy(Öğrenci)
1995
1995Yüksek Lisans
Object algebra inan object oriented data modelinde nesne cebri
TOROSLU İ. H. (Danışman)
K.ŞAHİN(Öğrenci)
1995
1995Yüksek Lisans
The study of compression techniques to materialize transitive closures in deductive database
TOROSLU İ. H. (Danışman)
K.Çınkır(Öğrenci)
1995
1995Yüksek Lisans
Object algebra in an object-oriented data model
TOROSLU İ. H. (Danışman)
K.Şahin(Öğrenci)
1995
1995Yüksek Lisans
A Study of the some generation query in deluctive databases
TOROSLU İ. H. (Danışman)
N.ARMAN(Öğrenci)
1995
1995Yüksek Lisans
A study of the same generation query in deductive databases
TOROSLU İ. H. (Danışman)
N.Arman(Öğrenci)
1995
1995Yüksek Lisans
The study of compression techniques to materialize transitive closures in deductive databases
TOROSLU İ. H. (Danışman)
K.ÇINKIR(Öğrenci)
Makaleler
Tümü (57)
SCI-E, SSCI, AHCI (49)
SCI-E, SSCI, AHCI, ESCI (54)
ESCI (4)
Scopus (52)
TRDizin (3)
Diğer Yayınlar (2)
2025
20251. DocSpider: a dataset of cross-domain natural language querying for MongoDB
ÖZER A. G., ÇEKİNEL R. F., TOROSLU İ. H., KARAGÖZ P.
NATURAL LANGUAGE PROCESSING
, cilt.31, sa.6, ss.1367-1398, 2025 (SCI-Expanded, AHCI, SSCI, Scopus)
2025
20252. Neighborhood search with heuristic-based feature selection for click-through rate prediction
Aksu D., TOROSLU İ. H., Davulcu H.
Engineering Applications of Artificial Intelligence
, cilt.146, 2025 (SCI-Expanded, Scopus)
2025
20253. Efficient Parallel Algorithm for Approximating Betweenness Centrality Values of Top k Nodes in Large Graphs
TOROSLU İ. H., Suleymanli G.
Concurrency and Computation: Practice and Experience
, cilt.37, sa.4-5, 2025 (SCI-Expanded, Scopus)
2024
20244. Targeted marketing on social media: utilizing text analysis to create personalized landing pages
Çetinkaya Y. M., Külah E., Toroslu İ. H., Davulcu H.
Social Network Analysis and Mining
, cilt.14, sa.14, ss.1-15, 2024 (ESCI, Scopus)
2024
20245. A Comparative Study of Contemporary Learning Paradigms in Bug Report Priority Detection
Yilmaz E. H., TOROSLU İ. H., Koksal O.
IEEE Access
, cilt.12, ss.126577-126586, 2024 (SCI-Expanded, Scopus)
2024
20246. Towards a Programmable Humanizing AI through Scalable Stance-Directed Architecture
Çetinkaya Y. M., Lee Y., Külah E., Toroslu İ. H., Cowan M. A., Davulcu H.
IEEE Internet Computing
, cilt.28, sa.5, ss.20-27, 2024 (SCI-Expanded, Scopus)
2024
20247. Traffic signal optimization using multiobjective linear programming for oversaturated traffic conditions
Coşkun M. M., ŞENER C., TOROSLU İ. H.
Turkish Journal of Electrical Engineering and Computer Sciences
, cilt.32, sa.1, ss.1-20, 2024 (SCI-Expanded, Scopus, TRDizin)
2023
20238. The Floyd-Warshall all-pairs shortest paths algorithm for disconnected and very sparse graphs
TOROSLU İ. H.
Software - Practice and Experience
, cilt.53, sa.6, ss.1287-1303, 2023 (SCI-Expanded, Scopus)
2023
20239. Trust-aware location recommendation in location-based social networks: A graph-based approach
Canturk D., KARAGÖZ P., Kim S., TOROSLU İ. H.
Expert Systems with Applications
, cilt.213, 2023 (SCI-Expanded, Scopus)
2022
202210. Maximal paths recipe for constructing Web user sessions
Bayir M. A., Toroslu I. H.
World Wide Web
, cilt.25, sa.6, ss.2455-2485, 2022 (SCI-Expanded, Scopus)
2022
202211. Event Detection via Tracking the Change in Community Structure and Communication Trends
Aktunc R., Karagöz P., Toroslu İ. H.
IEEE ACCESS
, cilt.10, ss.109712-109728, 2022 (SCI-Expanded, Scopus)
2022
202212. Twitter account classification using account metadata: organization vs. individual
Çetinkaya Y. M., Gürlek M., Toroslu I. H., Karagöz P.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.30, sa.4, ss.1404-1418, 2022 (SCI-Expanded, Scopus, TRDizin)
2021
202113. A reinforcement learning based algorithm for personalization of digital, just-in-time, adaptive interventions
Gönül S., Namlı T., Coşar A., TOROSLU İ. H.
Artificial Intelligence in Medicine
, cilt.115, 2021 (SCI-Expanded, Scopus)
2021
202114. Personality Analysis Using Classification on Turkish Tweets
Mavis G., TOROSLU İ. H., KARAGÖZ P.
International Journal of Cognitive Informatics and Natural Intelligence
, cilt.15, 2021 (ESCI, Scopus)
2021
202115. Forecasting directional movement of Forex data using LSTM with technical and macroeconomic indicators
Yildirim D. C., TOROSLU İ. H., Fiore U.
FINANCIAL INNOVATION
, cilt.7, sa.1, 2021 (SSCI, Scopus)
2020
202016. Comparison of Integer Linear Programming and Dynamic Programming Approaches for ATM Cash Replenishment Optimization Problem
Ozer F., TOROSLU İ. H., KARAGÖZ P.
INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING
, cilt.11, sa.3, ss.120-132, 2020 (ESCI, Scopus)
2020
202017. Developing a Twitter bot that can join a discussion using state-of-the-art architectures
Çetinkaya Y. M., Toroslu I. H., Davulcu H.
SOCIAL NETWORK ANALYSIS AND MINING
, cilt.10, sa.1, 2020 (Hakemli Dergi)
2020
202018. Event Detection on Communities: Tracking the Change in Community Structure within Temporal Communication Networks
Aktunc R., TOROSLU İ. H., KARAGÖZ P.
PUTTING SOCIAL MEDIA AND NETWORKING DATA IN PRACTICE FOR EDUCATION, PLANNING, PREDICTION AND RECOMMENDATION
, ss.75-96, 2020 (SCI-Expanded)
2019
201919. A framework for aspect based sentiment analysis on turkish informal texts
KARAGÖZ P., Kama B., ÖZTÜRK M., TOROSLU İ. H., Canturk D.
Journal of Intelligent Information Systems
, cilt.53, sa.3, ss.431-451, 2019 (SCI-Expanded, Scopus)
2019
201920. Short-term trend prediction in financial time series data
Ozorhan M. O., TOROSLU İ. H., ŞEHİTOĞLU O. T.
KNOWLEDGE AND INFORMATION SYSTEMS
, cilt.61, sa.1, ss.397-429, 2019 (SCI-Expanded, Scopus)
2019
201921. An expandable approach for design and personalization of digital, just-in-time adaptive interventions
Gonul S., Namli T., Huisman S., Erturkmen G. B. L., TOROSLU İ. H., COŞAR A.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
, cilt.26, sa.3, ss.198-210, 2019 (SCI-Expanded, SSCI, Scopus)
2018
201822. Triadic co-clustering of users, issues and sentiments in political tweets
Koc S. S., Ozer M., TOROSLU İ. H., Davulcu H., Jordan J.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.100, ss.79-94, 2018 (SCI-Expanded, Scopus)
2017
201723. A strength-biased prediction model for forecasting exchange rates using support vector machines and genetic algorithms
Ozorhan M. O., TOROSLU İ. H., ŞEHİTOĞLU O. T.
SOFT COMPUTING
, cilt.21, sa.22, ss.6653-6671, 2017 (SCI-Expanded, Scopus)
2017
201724. Secure logical schema and decomposition algorithm for proactive context dependent attribute based inference control
Turan U., TOROSLU İ. H., Kantarcioglu M.
DATA & KNOWLEDGE ENGINEERING
, cilt.111, ss.1-21, 2017 (SCI-Expanded, Scopus)
2017
201725. Task assignment in tree-like hierarchical structures
EVRENDİLEK C., TOROSLU İ. H., Hashemikhabir S.
JOURNAL OF COMBINATORIAL OPTIMIZATION
, cilt.34, sa.2, ss.631-655, 2017 (SCI-Expanded, Scopus)
2017
201726. Data Mining Approach for Direct Marketing of Banking Products with Profit/Cost Analysis
Mitik M., Korkmaz O., KARAGÖZ P., TOROSLU İ. H., Yucel F.
REVIEW OF SOCIONETWORK STRATEGIES
, cilt.11, sa.1, ss.17-31, 2017 (ESCI)
2016
201627. Improving the prediction of page access by using semantically enhanced clustering
Sen E., TOROSLU İ. H., KARAGÖZ P.
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
, cilt.47, sa.1, ss.165-192, 2016 (SCI-Expanded, Scopus)
2016
201628. Heuristic based trading system on Forex data using technical indicator rules
ÖZTÜRK M., TOROSLU İ. H., Fidan G.
APPLIED SOFT COMPUTING
, cilt.43, ss.170-186, 2016 (SCI-Expanded, Scopus)
2016
201629. Predicting the Location and Time of Mobile Phone Users by Using Sequential Pattern Mining Techniques
Ozer M., Keles I., Toroslu H., KARAGÖZ P., Davulcu H.
COMPUTER JOURNAL
, cilt.59, sa.6, ss.908-922, 2016 (SCI-Expanded, Scopus)
2015
201530. Extended feature combination model for recommendations in location-based mobile services
Sattari M., TOROSLU İ. H., KARAGÖZ P., Symeonidis P., Manolopoulos Y.
KNOWLEDGE AND INFORMATION SYSTEMS
, cilt.44, sa.3, ss.629-661, 2015 (SCI-Expanded, Scopus)
2013
201331. Comparison of feature-based and image registration-based retrieval of image data using multidimensional data access methods
Arslan S., YAZICI A., Sacan A., TOROSLU İ. H., Acar E.
DATA & KNOWLEDGE ENGINEERING
, cilt.86, ss.124-145, 2013 (SCI-Expanded, Scopus)
2012
201232. Discovering better navigation sequences for the session construction problem
Bayir M. A., Toroslu I. H., Demirbas M., COŞAR A.
DATA & KNOWLEDGE ENGINEERING
, cilt.73, ss.58-72, 2012 (SCI-Expanded, Scopus)
2011
201133. A comparative study on ILP-based concept discovery systems
Kavurucu Y., Senkul P., TOROSLU İ. H.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.38, sa.9, ss.11598-11607, 2011 (SCI-Expanded, Scopus)
2010
201034. Concept discovery on relational databases: New techniques for search space pruning and rule quality improvement
Kavurucu Y., Senkul P., TOROSLU İ. H.
KNOWLEDGE-BASED SYSTEMS
, cilt.23, sa.8, ss.743-756, 2010 (SCI-Expanded, Scopus)
2010
201035. A dynamic programming algorithm for tree-like weighted set packing problem
Gulek M., TOROSLU İ. H.
INFORMATION SCIENCES
, cilt.180, sa.20, ss.3974-3979, 2010 (SCI-Expanded, Scopus)
2010
201036. A genetic algorithm for maximum-weighted tree matching problem
Gulek M., TOROSLU İ. H.
APPLIED SOFT COMPUTING
, cilt.10, sa.4, ss.1127-1131, 2010 (SCI-Expanded, Scopus)
2009
200937. 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009: Preface
Vural F. Y., Yazici A., Toroslu H., Can T., Şenkul P., Saçan A.
2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009
, 2009 (Scopus)
2009
200938. ILP-based concept discovery in multi-relational data mining
Kavurucu Y., Senkul P., TOROSLU İ. H.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.36, sa.9, ss.11418-11428, 2009 (SCI-Expanded, Scopus)
2008
200839. Integrated search and alignment of protein structures
Sacan A., TOROSLU İ. H., Ferhatosmanoglu H.
BIOINFORMATICS
, cilt.24, sa.24, ss.2872-2879, 2008 (SCI-Expanded, Scopus)
2008
200840. Authors' response to "an addendum on the incremental assignment problem" by Volgenant
TOROSLU İ. H., Uecoluk G.
INFORMATION SCIENCES
, cilt.178, sa.23, ss.4584, 2008 (SCI-Expanded, Scopus)
2008
200841. Discovering More Accurate Frequent Web Usage Patterns
BAYIR M. A., TOROSLU İ. H., COŞAR A., FİDAN G.
ARXIV , 2008 (Hakemsiz Dergi)
2007
200742. Incremental assignment problem
Toroslu I. H., Ucoluk G.
INFORMATION SCIENCES
, cilt.177, sa.6, ss.1523-1529, 2007 (SCI-Expanded, Scopus)
2007
200743. Genetic algorithm for the personnel assignment problem with multiple objectives
Toroslu I. H., Arslanoglu Y.
INFORMATION SCIENCES
, cilt.177, sa.3, ss.787-803, 2007 (SCI-Expanded, Scopus)
2007
200744. Genetic algorithm for the multiple-query optimization problem
Bayir M. A., Toroslu I. H., Cosar A.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS
, cilt.37, sa.1, ss.147-153, 2007 (SCI-Expanded, Scopus)
2006
200645. Üniversite öğretim üyelerinin internet üzerinden eğitim konusundaki görüşleri
KILIÇ E., BARAN B., BAKAR ÇÖREZ A., ÇAĞILTAY K., KONUKSEVEN E. İ., Yalabık N., et al.
EURASIAN JOURNAL OF EDUCATIONAL RESEARCH
, cilt.0, sa.22, ss.159-165, 2006 (TRDizin)
2005
200546. Data management research at the Middle East Technical University
Cicekli N., Cosar A., Dogac A., Polat F., Senkul P., Toroslu I., et al.
SIGMOD RECORD
, cilt.34, sa.3, ss.81-84, 2005 (SCI-Expanded, Scopus)
2005
200547. An architecture for workflow scheduling under resource allocation constraints
Senkul P., Toroslu I.
INFORMATION SYSTEMS
, cilt.30, sa.5, ss.399-422, 2005 (SCI-Expanded, Scopus)
2005
200548. Data mining in deductive databases using query flocks
Toroslu I., Yetisgen-Yildiz M.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.28, sa.3, ss.395-407, 2005 (SCI-Expanded, Scopus)
2005
200549. A semantic-based user privacy protection framework for Web services
Tumer A., Dogac A., Toroslu I.
INTELLIGENT TECHNIQUES FOR WEB PERSONALIZATION
, cilt.3169, ss.289-305, 2005 (SCI-Expanded)
2004
200450. Dynamic programming solution for multiple query optimization problem
Toroslu I., Cosar A.
INFORMATION PROCESSING LETTERS
, cilt.92, sa.3, ss.149-155, 2004 (SCI-Expanded, Scopus)
2003
200351. Personnel assignment problem with hierarchical ordering constraints
Toroslu I.
COMPUTERS & INDUSTRIAL ENGINEERING
, cilt.45, sa.3, ss.493-510, 2003 (SCI-Expanded, Scopus)
2003
200352. Repetition support and mining cyclic patterns
Toroslu I.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.25, sa.3, ss.303-311, 2003 (SCI-Expanded, Scopus)
1999
199953. Automatic reconstruction of broken 3-D surface objects
Ucoluk G., Toroslu I.
COMPUTERS & GRAPHICS-UK
, cilt.23, sa.4, ss.573-582, 1999 (SCI-Expanded, Scopus)
1998
199854. LPL++: Object logic programming language with built-in inheritance through unification
Toroslu I.
DATA BASE FOR ADVANCES IN INFORMATION SYSTEMS
, cilt.29, sa.2, ss.50-61, 1998 (SCI-Expanded, Scopus)
1997
199755. A genetic algorithm approach for verification of the syllable-based text compression technique
Ucoluk G., Toroslu I.
JOURNAL OF INFORMATION SCIENCE
, cilt.23, sa.5, ss.365-372, 1997 (SCI-Expanded, SSCI, Scopus)
1996
199656. The strong partial transitive-closure problem: Algorithms and performance evaluation
Toroslu I., Qadah G.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
, cilt.8, sa.4, ss.617-629, 1996 (SCI-Expanded, Scopus)
1994
199457. AN EFFICIENT DATABASE TRANSITIVE CLOSURE ALGORITHM
TOROSLU I., QADAH G., HENSCHEN L.
APPLIED INTELLIGENCE
, cilt.4, sa.2, ss.205-218, 1994 (SCI-Expanded, Scopus)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2025
20251. terazi: AI Fairness Tool for Doubly Imbalanced Data
Öztürk A. U., Sever Y., Yalcin A., Pauw V., Hachinger S., Toroslu İ. H., et al.
34th ACM International Conference on Information and Knowledge Management, Seoul, Güney Kore, 11 Kasım 2025, ss.6683-6687, (Tam Metin Bildiri)
2024
20242. Masking the Bias: From Echo Chambers to Large Scale Aspect-Based Sentiment Analysis
Lee Y., Çetinkaya Y. M., Külah E., Toroslu İ. H., Davulcu H.
16th International Conference on Social Networks Analysis and Mining, Rende, İtalya, 2 - 05 Eylül 2024, cilt.15212, ss.214-225, (Tam Metin Bildiri)
2025
20253. Improving Cross-Domain Recommendation Methods with Factorization Machine Integration C apraz Alan O neri Yo ntemlerinin Fakto rizasyon Makinesi Entegrasyonu ile Iyiles tirilmesi
Colak A. E., Sengor Altingovde I., KARAGÖZ P., TOROSLU İ. H.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri)
2025
20254. Leveraging In-Context Learning to Transfer Cross-Domain Knowledge in Click-Through Rate Prediction Baglam I i grenme Kullanilarak Tiklama Orani Tahminlerine apraz Alan Bilgilerinin Aktarilmasi
Aydogdu M. E., Sengor Altingovde I., KARAGÖZ P., TOROSLU İ. H.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri)
2024
20245. Enhancing Virtual Environments: Hybrid Approach to Neural Style Transfer
BAHTİYAR H., Katipoğlu B. İ., Yüksel E., TOROSLU İ. H., KARAGÖZ P.
8. Ulusal Yüksek Başarımlı Hesaplama Konferansı, Ankara, Türkiye, 15 Mayıs 2024, (Tam Metin Bildiri)
2023
20236. IndexAI: AI Based Index Selection for NoSQL Databases
Khosravİ M. M., KARAGÖZ P., TOROSLU İ. H.
IEEE International Comnference on Big Data (IEEE Big Data 2023), SORRENTO, İtalya, 15 - 18 Aralık 2023, (Tam Metin Bildiri)
2023
20237. Autonomous Visual Moderation System (AutoMod) Otonom Görsel Moderasyon Sistemi (AutoMod)
Bahtiyar H., Katipoǧlu B. I., Yüksel E., Toroslu İ. H., Karagöz P.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 08 Temmuz 2023, (Tam Metin Bildiri)
2023
20238. Fusion Enhanced Click-Through-Rate Prediction Füzyon Güçlendirmeli Tiklama Orani Tahmini
Bayraktar M., Gökce F. C., Aksu D., Altingövde I. S., Karagöz P., Toroslu I. H.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 08 Temmuz 2023, (Tam Metin Bildiri)
2022
20229. Coherent Personalized Paragraph Generation for a Successful Landing Page
ÇETİNKAYA Y. M., TOROSLU İ. H., Davulcu H.
14th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2022, Virtual, Online, Türkiye, 10 - 13 Kasım 2022, ss.252-255, (Tam Metin Bildiri)
2019
201910. ATM Withdrawal Amount Forecasting Through Neural Architectures
Baran O. B., Sunel S., Karagöz P., Toroslu İ. H.
IEEE International Conference on Big Data, Los-Angeles, Şili, 9 - 12 Aralık 2019, (Tam Metin Bildiri)
2019
201911. Clustering based personality prediction on turkish tweets
Tutaysalgir E., Karagöz P., Toroslu İ. H.
Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Vancouver, Kanada, 27 - 30 Ağustos 2019, ss.825-828, (Tam Metin Bildiri)
2018
201812. Dynamic Programming Solution to ATM Cash Replenishment Optimization Problem
Ozer F., TOROSLU İ. H., KARAGÖZ P., Yucel F.
1st International Conference on Intelligent Computing and Optimization (ICO), Pattaya, Tayland, 4 - 05 Ekim 2018, cilt.866, ss.428-437, (Tam Metin Bildiri)
2018
201813. Dynamic Programming Solution to ATM Cash Replenishment Optimization Problem,, Pattaya, Thailand, Oct. 4-5, 2018.
Özer F., Toroslu İ. H., Karagöz P., Yucel F.
Int Conf. on Intelligent Computing and Optimization, Pattani, Tayland, 4 - 05 Ekim 2018, (Tam Metin Bildiri)
2018
201814. Event Detection by Change Tracking on Community Structure of Temporal Networks
Aktunc R., Toroslu İ. H., Karagöz P.
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, İspanya, 28 - 31 Ağustos 2018, ss.928-931, (Tam Metin Bildiri)
2018
201815. Optimization of Just-in-Time Adaptive Interventions Using Reinforcement Learning
Gonul S., Namli T., Baskaya M., Sinaci A. A., COŞAR A., TOROSLU İ. H.
31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), Montreal, Kanada, 25 - 28 Haziran 2018, cilt.10868, ss.334-341, (Tam Metin Bildiri)
2017
201716. Analyzing Implicit Aspects and Aspect Dependent Sentiment Polarity for Aspect-based Sentiment Analysis on Informal Turkish Texts
Kama B., ÖZTÜRK M., KARAGÖZ P., TOROSLU İ. H., Kalender M.
9th International Conference on Management of Emergent Digital EcoSystems (MEDES), Bangkok, Tayland, 7 - 09 Kasım 2017, ss.134-141, (Tam Metin Bildiri)
2016
201617. Data Mining based Product Marketing Technique for Banking Products
Mitik M., Korkmaz O., KARAGÖZ P., TOROSLU İ. H., Yucel F.
16th IEEE International Conference on Data Mining (ICDM), Barcelona, İspanya, 12 - 15 Aralık 2016, ss.552-559, (Tam Metin Bildiri)
2016
201618. A Web Search Enhanced Feature Extraction Method for Aspect-Based Sentiment Analysis for Turkish Informal Texts
Kama B., ÖZTÜRK M., KARAGÖZ P., TOROSLU İ. H., Ozay O.
18th International Conference on Data Warehousing and Knowledge Discovery (DAWAK), Porto, Portekiz, 6 - 08 Eylül 2016, cilt.9829, ss.225-238, (Tam Metin Bildiri)
2016
201619. Co-Clustering Signed 3-Partite Graphs
Koc S. S., Toroslu I. H., Davulcu H.
8th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), San-Francisco, Kostarika, 18 - 21 Ağustos 2016, ss.945-948, (Tam Metin Bildiri)
2016
201620. Finding All Maximal Paths In Web User Sessions
BAYIR M. A., TOROSLU İ. H.
WWW 2016, Montreal, Kanada, 11 - 15 Nisan 2016, ss.15-16, (Tam Metin Bildiri)
2015
201521. A Dynamic Modularity Based Community Detection Algorithm for Large-scale Networks: DSLM
Aktunc R., TOROSLU İ. H., Ozer M., Davulcu H.
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, Fransa, 25 - 28 Ağustos 2015, ss.1177-1183, (Tam Metin Bildiri)
2015
201522. Cost-Aware Result Caching for Meta-Search Engines
Bakkal E., ALTINGÖVDE İ. S., TOROSLU İ. H.
38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Santiago, Şili, 9 - 13 Ağustos 2015, ss.739-742, (Tam Metin Bildiri)
2014
201423. Predicting the Next Location Change and Time of Change for Mobile Phone Users
Ozer M., Keles I., TOROSLU İ. H., KARAGÖZ P., Ergut S.
3rd ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS), Texas, Amerika Birleşik Devletleri, 04 Kasım 2014, ss.51-59, (Tam Metin Bildiri)
2014
201424. Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds
Keles I., Ozer M., TOROSLU İ. H., KARAGÖZ P.
International Workshop on New Frontiers in Mining Complex Patterns, 19 Eylül 2014, (Tam Metin Bildiri)
2012
201225. Clustering frequent navigation patterns from website logs by using ontology and temporal information
Kilic S., Senkul P., TOROSLU İ. H.
27h International Symposium on Computer and Information Sciences, ISCIS 2012, Paris, Fransa, 3 - 04 Ekim 2012, ss.363-370, (Tam Metin Bildiri)
2013
201326. Transfer Learning Using Twitter Data for Improving Sentiment Classification of Turkish Political News
Kaya M., Fidan G., TOROSLU İ. H.
28th International Symposium on Computer and Information Sciences (ISCIS), Paris, Fransa, 28 - 29 Ekim 2013, cilt.264, ss.139-148, (Tam Metin Bildiri)
2013
201327. Partitioning and Scaling Signed Bipartite Graphs for Polarized Political Blogosphere
Gokalp S., Temkit M., Davulcu H., TOROSLU İ. H.
ASE/IEEE International Conference on Social Computing (SocialCom), Washington, Kiribati, 8 - 14 Eylül 2013, ss.168-173, (Tam Metin Bildiri)
2013
201328. K-partitioning of Signed or Weighted Bipartite Graphs
Omeroglu N. B., TOROSLU İ. H., Gokalp S., Davulcu H.
ASE/IEEE International Conference on Social Computing (SocialCom), Washington, Kiribati, 8 - 14 Eylül 2013, ss.815-820, (Tam Metin Bildiri)
2013
201329. Similarity search in protein sequence databases using metric access methods
Cetintas A., Sacan A., TOROSLU İ. H.
5th International Conference on Bioinformatics and Computational Biology 2013, BICoB 2013, Honolulu, HI, Amerika Birleşik Devletleri, 4 - 06 Mart 2013, ss.131-136, (Tam Metin Bildiri)
2012
201230. Sentiment Analysis of Turkish Political News
Kaya M., Fidan G., TOROSLU İ. H.
11th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Macau, Çin, 4 - 07 Aralık 2012, ss.174-180, (Tam Metin Bildiri)
2012
201231. Geo activity Recommendations by using Improved Feature Combination
SATTARİ M., MANGUOĞLU M., TOROSLU İ. H., PANAGİOTİS S., KARAGÖZ P., YANNİS M.
4th International Workshop on Location-Based Social Networks, 08 Eylül 2012, (Tam Metin Bildiri)
2011
201132. Using tag similarity in SVD-based recommendation systems
Osmanli O. N., TOROSLU İ. H.
2011 5th International Conference on Application of Information and Communication Technologies, AICT 2011, Baku, Azerbaycan, 12 - 14 Ekim 2011, (Tam Metin Bildiri)
2011
201133. Geo-social recommendations based on incremental tensor reduction and local path traversal
Symeniodis P., Papadimitriou A., Manolopoulos Y., KARAGÖZ P., TOROSLU İ. H.
ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 01 Kasım 2011, (Tam Metin Bildiri)
2011
201134. Adaptation and Fine-Tuning of the Weighted Sum Method on Personnel Assignment Problem with Hierarchical Ordering and Team Constraints
Arslanoglu Y., TOROSLU İ. H.
26th Annual International Symposium on Computer and Information Science, London, Kanada, 26 - 28 Eylül 2011, ss.571-576, (Tam Metin Bildiri)
2010
201035. Semantically Enriched Event Based Model for Web Usage Mining
Soztutar E., TOROSLU İ. H., Bayir M. A.
11th International Conference on Web Information Systems Engineering, Hong Kong, PEOPLES R CHINA, 12 - 14 Aralık 2010, cilt.6488, ss.166-168, (Tam Metin Bildiri)
2010
201036. Comparison of multidimensional data access methods for feature-based image retrieval
Arslan S., Saçan A., Açar E., TOROSLU İ. H., YAZICI A.
2010 20th International Conference on Pattern Recognition, ICPR 2010, İstanbul, Türkiye, 23 - 26 Ağustos 2010, ss.3260-3263, (Tam Metin Bildiri)
2010
201037. A genetic algorithm approach to the artillery target assignment problem
Sapaz B., TOROSLU İ. H., ÜÇOLUK G.
25th International Symposium on Computer and Information Sciences, ISCIS 2010, London, Birleşik Krallık, 22 - 24 Eylül 2010, ss.39-42, (Tam Metin Bildiri)
2009
200938. Smart Miner: A new framework for mining large scale web usage data
Bayir M. A., TOROSLU İ. H., COŞAR A., Fidan G.
18th International World Wide Web Conference, WWW 2009, Madrid, İspanya, 20 - 24 Nisan 2009, ss.161-170, (Tam Metin Bildiri)
2009
200939. Confidence-based concept discovery in relational databases
Kavurucu Y., Senkul P., TOROSLU İ. H.
2009 WRI World Congress on Computer Science and Information Engineering, CSIE 2009, Los Angeles, CA, Amerika Birleşik Devletleri, 31 Mart - 02 Nisan 2009, cilt.4, ss.282-286, (Tam Metin Bildiri)
2009
200940. Multi-Relational Concept Discovery with Aggregation
Kavurucu Y., Senkul P., TOROSLU İ. H.
24th International Symposium on Computer and Information Sciences, Güzelyurt, Kıbrıs (Kktc), 14 - 16 Eylül 2009, ss.247-252, (Tam Metin Bildiri)
2009
200941. Analyzing Transitive Rules on a Hybrid Concept Discovery System
Kavurucu Y., Senkul P., TOROSLU İ. H.
4th International Workshop on Hybrid Artificial Intelligence Systems, Salamanca, Meksika, 10 - 12 Haziran 2009, cilt.5572, ss.227-234, (Tam Metin Bildiri)
2008
200842. Aggregation in confidence-based concept discovery for multi-relational data mining
Kavurucu Y., Senkul P., TOROSLU İ. H.
Informatics 2008 and Data Mining 2008, MCCSIS'08 - IADIS Multi Conference on Computer Science and Information Systems, Amsterdam, Hollanda, 22 - 27 Temmuz 2008, ss.43-50, (Tam Metin Bildiri)
2008
200843. Distance-based Indexing of Residue Contacts for Protein Structure Retrieval and Alignment
Sacan A., TOROSLU İ. H., Ferhatosmanoglu H.
8th IEEE International Conference on Bioinformatics and Bioengineering, Athens, Yunanistan, 8 - 10 Ekim 2008, ss.314-316, (Tam Metin Bildiri)
2008
200844. Approximate similarity search in genomic sequence databases using landmark-guided embedding
Sacan A., TOROSLU İ. H.
24th IEEE International Conference on Data Engineering/ 1st International Workshop on Secure Semantic Web, Cancun, Meksika, 7 - 12 Nisan 2008, ss.498-499, (Tam Metin Bildiri)
2008
200845. Confidence-based concept discovery in multi-relational data mining
Kavurucu Y., Senkul P., TOROSLU İ. H.
International Multiconference of Engineers and Computer Scientists, Hong Kong, PEOPLES R CHINA, 19 - 21 Mart 2008, ss.446-451, (Tam Metin Bildiri)
2007
200746. Amino acid substitution matrices based on 4-body Delaunay contact profiles
Sacan A., TOROSLU İ. H.
7th IEEE International Conference on Bioinformatics and Bioengineering, Massachusetts, Amerika Birleşik Devletleri, 14 - 17 Ekim 2007, ss.796-801, (Tam Metin Bildiri)
2007
200747. A new ILP-based concept discovery method for business intelligence
Toprak S. D., Senkul P., Kavurucu Y., TOROSLU İ. H.
IEEE 23rd International Conference on Data Engineering Workshop, İstanbul, Türkiye, 17 - 20 Nisan 2007, ss.962-969, (Tam Metin Bildiri)
2006
200648. Performance comparison of pattern discovery methods on web log data
Bayir M. A., TOROSLU İ. H., COŞAR A.
4th IEEE/ACS International Conference on Computer Systems and Applications (AICCSA-06), Sharjah, Birleşik Arap Emirlikleri, 8 - 11 Mart 2006, ss.445-446, (Tam Metin Bildiri)
2006
200649. A new approach for reactive web usage data processing
Bayir M. A., TOROSLU İ. H., COŞAR A.
22nd International Conference on Data Engineering Workshops, ICDEW 2006, Georgia, Amerika Birleşik Devletleri, 3 - 07 Nisan 2006, (Tam Metin Bildiri)
2003
200350. A semantic-based user privacy protection framework for Web services
Turner A., Dogac A., TOROSLU İ. H.
IJCAI 2003 Workshop on Intelligent Techniques for Web Personalization, ITWP 2003, Acapulco, Meksika, 11 Ağustos 2003, ss.289-305, (Tam Metin Bildiri)
2002
200251. Data Mining in Deductive Databases Using Query Flocks: Extended Abstract
Toroslu İ. H., Yetisgen M.
Proceedings of the 6th Joint Conference on Information Sciences, JCIS 2002, Research Triange Park, NC, Amerika Birleşik Devletleri, 8 - 13 Mart 2002, cilt.6, ss.494-497, (Tam Metin Bildiri)
2002
200252. A logical framework for scheduling workflows under resource allocation constraints
KARAGÖZ P., Kifer M., TOROSLU İ. H.
28th international conference on Very Large Data Bases, 18 - 22 Ağustos 2002, (Tam Metin Bildiri)
2001
200153. Mining cyclically repeated patterns
Toroslu İ. H., Kantarcioglu M.
3rd International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2001, Munich, Almanya, 5 - 07 Eylül 2001, cilt.2114, ss.83-92, (Tam Metin Bildiri)
2000
200054. Data mining using query flocks with views
Yetisgen M., TOROSLU İ. H.
11th International Conference on Database and Expert Systems Applications, DEXA 2000, London, Birleşik Krallık, 4 - 08 Eylül 2000, cilt.1873, ss.720-729, (Tam Metin Bildiri)
1997
199755. Effective maintenance views: Improvements to the DRed algorithm
Toroslu I., Kocabas F.
14th International Conference on Logic Programming (ICLP 97), LOUVAIN, Belçika, 8 - 11 Temmuz 1997, ss.213-225, (Tam Metin Bildiri)
1993
199356. An efficient transitive closure algorithm for distributed databases
Toroslu İ. H., Henschen L.
5th International Conference on Computing and Information, ICCI 1993, Sudbury, Kanada, 27 - 29 Mayıs 1993, ss.185-189, (Tam Metin Bildiri)
1993
199357. Efficient computation of strong partial transitive-closures
Toroslu İ. H., Qadah G. Z.
1993 IEEE 9th International Conference on Data Engineering, Vienna, Avusturya, 19 - 23 Nisan 1993, ss.530-537, (Tam Metin Bildiri)
1992
199258. New transitive closure algorithm for recursive query processing in deductive databases
Toroslu İ. H., Qadah G.
4th International Conference on Tools with Artificial Intelligence, ICTAI 1992, Virginia, Amerika Birleşik Devletleri, 10 - 13 Kasım 1992, ss.268-275, (Tam Metin Bildiri)
Kitaplar
2020
20201. Event Detection on Communities: Tracking the Change in Community Structure within Temporal Communication Networks
Aktunç R., TOROSLU İ. H., KARAGÖZ P.
Putting Social Media and Networking Data in Practice for Education, Planning, Prediction and Recommendation, Mehmet KayaŞuayip BirinciJalal KawashReda Alhajj, Editör, Springer Cham, ss.75-96, 2020
2015
20152. A Network-Based Model for Predicting Hashtag Breakouts in Twitter
Alzahrani S., Alashri S., Koppela A. R., Davulcu H., TOROSLU İ. H.
Social Computing Behavioral Cultural Modeling and Prediction, Agrawal N., Xu K., Osgood N., Editör, Springer, ss.3-12, 2015
2015
20153. Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds
Keleş I., Özer M., TOROSLU İ. H., KARAGÖZ P.
New Frontiers in Mining Complex Patterns, A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari and Z. W. Ras, Editör, Springer, ss.179-193, 2015
2015
20154. Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds
Keleş İ., Özer M., Toroslu İ. H., Karagöz P.
New Frontiers in Mining Complex Patterns, A. Appice,M. Ceci,C. Loglisci,G. Manco,E. Masciari and Z. W. Ras, Editör, Springer, New York, ss.179-193, 2015
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