Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

A feature-based hybrid ARIMA-ANN model for univariate time series forecasting

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, cilt.35, ss.467-478, 2020 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Joint optimization of ordering and maintenance with condition monitoring data

ANNALS OF OPERATIONS RESEARCH, cilt.263, ss.271-310, 2018 (SCI İndekslerine Giren Dergi) identifier identifier

A Bayesian Approach to Learning Scoring Systems

BIG DATA, cilt.3, ss.267-276, 2015 (SCI İndekslerine Giren Dergi) identifier identifier

Approximating the crowd

DATA MINING AND KNOWLEDGE DISCOVERY, cilt.28, ss.1189-1221, 2014 (SCI İndekslerine Giren Dergi) identifier identifier

On Equivalence Relationships Between Classification and Ranking Algorithms

JOURNAL OF MACHINE LEARNING RESEARCH, cilt.12, ss.2905-2929, 2011 (SCI İndekslerine Giren Dergi) identifier identifier

Nonconvex Online Support Vector Machines

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, cilt.33, ss.368-381, 2011 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Efficient name disambiguation for large-scale databases

KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2006, PROCEEDINGS, cilt.4213, ss.536-544, 2006 (SCI İndekslerine Giren Dergi) identifier

Clustering scientific literature using sparse citation graph analysis

KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2006, PROCEEDINGS, cilt.4213, ss.30-41, 2006 (SCI İndekslerine Giren Dergi) identifier

Fast kernel classifiers with online and active learning

JOURNAL OF MACHINE LEARNING RESEARCH, cilt.6, ss.1579-1619, 2005 (SCI İndekslerine Giren Dergi) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

Learning customized and optimized lists of rules with mathematical programming

MATHEMATICAL PROGRAMMING COMPUTATION, cilt.10, ss.659-702, 2018 (ESCI İndekslerine Giren Dergi) identifier identifier

Industry 4.0 and Turkish National Innovation System: Challenges and Prospects

International Scientific Journal Industry 4.0, cilt.2, ss.197-200, 2017 (Diğer Kurumların Hakemli Dergileri)

CLASS IMBALANCE AND ACTIVE LEARNING

IMBALANCED LEARNING: FOUNDATIONS, ALGORITHMS, AND APPLICATIONS, ss.101-149, 2013 (Diğer Kurumların Hakemli Dergileri) identifier

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Ensemble of Convolutional Neural Networks for Classification of Breast Microcalcification from Mammograms

39th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Güney Kore, 11 - 15 Temmuz 2017, ss.689-692 identifier identifier identifier

Adaptive Oversampling for Imbalanced Data Classification

28th International Symposium on Computer and Information Sciences (ISCIS), Paris, Fransa, 28 - 29 Ekim 2013, cilt.264, ss.261-269 identifier identifier

Approximating the wisdom of the crowd.

NIPS 2011 Second Workshop on Computational Social Science and the Wisdom of Crowds, Granada, Nikaragua, 17 Aralık 2011

Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation

31st European Conference on Information Research, Toulouse, Fransa, 6 - 09 Nisan 2009, cilt.5478, ss.776-777 Creative Commons License identifier identifier

Finding Topic Trends in Digital Libraries

9th Annual International ACM/IEEE Joint Conference on Digital Libraries, Texas, Amerika Birleşik Devletleri, 15 - 19 Haziran 2009, ss.69-72 Creative Commons License identifier identifier

K-SVMeans: A hybrid clustering algorithm for multi-type interrelated datasets

IEEE/WIC/ACM International Conference on Web Intelligence, California, Amerika Birleşik Devletleri, 2 - 05 Kasım 2007, ss.198-204 identifier identifier

Efficient Multiclass Boosting Classification with Active Learning

7th SIAM International Conference on Data Mining, Minnesota, Amerika Birleşik Devletleri, 26 - 28 Nisan 2007, ss.297-308 identifier identifier

Kitap & Kitap Bölümleri

METU Smart Campus Project (iEAST)

New Technologies, Development and Application II, Isak Karabegović, Editör, Springer, ss.287-297, 2019