Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Time Series Prediction of Solar Power Generation Using Trend Decomposition

Kavakci G., Cicekdag B., ERTEKİN BOLELLİ Ş.
Energy Technology , cilt.12, sa.2, 2024 (SCI-Expanded) identifier identifier

Hierarchical reinforcement Thompson composition

Tanık G. O., ERTEKİN BOLELLİ Ş.
Neural Computing and Applications , 2024 (SCI-Expanded) Creative Commons License identifier

Penetration rate prediction in heterogeneous formations: A geomechanical approach through machine learning

Kor K., Ertekin S., Yamanlar Ş., Altun G.
Journal of Petroleum Science and Engineering , cilt.207, 2021 (SCI-Expanded) identifier identifier

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

Buyuksahin U. C., ERTEKİN BOLELLİ Ş.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.35, sa.1, ss.467-478, 2020 (SCI-Expanded) Creative Commons License identifier identifier

Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode decomposition

Buyuksahin U. C., Ertekina Ş.
NEUROCOMPUTING , cilt.361, ss.151-163, 2019 (SCI-Expanded) Creative Commons License identifier identifier

Joint optimization of ordering and maintenance with condition monitoring data

Moghaddass R., Ertekin Bolelli Ş.
ANNALS OF OPERATIONS RESEARCH , cilt.263, ss.271-310, 2018 (SCI-Expanded) identifier identifier

A Bayesian Approach to Learning Scoring Systems

ERTEKİN BOLELLİ Ş., Rudin C.
BIG DATA , cilt.3, sa.4, ss.267-276, 2015 (SCI-Expanded) identifier identifier

REACTIVE POINT PROCESSES: A NEW APPROACH TO PREDICTING POWER FAILURES IN UNDERGROUND ELECTRICAL SYSTEMS

Ertekin Ş., Rudin C., Mccormick T. H.
ANNALS OF APPLIED STATISTICS , cilt.9, ss.122-144, 2015 (SCI-Expanded) identifier identifier

Approximating the crowd

Ertekin Ş., Rudin C., Hirsh H.
DATA MINING AND KNOWLEDGE DISCOVERY , cilt.28, ss.1189-1221, 2014 (SCI-Expanded) identifier identifier

Analytics for Power Grid Distribution Reliability in New York City

Rudin,Rudin C., Ertekin Ş., Passonneau R., Radeva,Radeva A., Tomar A., Xie,Xie B., et al.
INTERFACES , cilt.44, ss.364-383, 2014 (SCI-Expanded) Creative Commons License identifier identifier

On Equivalence Relationships Between Classification and Ranking Algorithms

Ertekin Ş., Rudin C.
JOURNAL OF MACHINE LEARNING RESEARCH , cilt.12, ss.2905-2929, 2011 (SCI-Expanded) identifier identifier

Nonconvex Online Support Vector Machines

Ertekin Ş., Bottou L., Giles C. L.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , cilt.33, ss.368-381, 2011 (SCI-Expanded) identifier identifier identifier

Efficient name disambiguation for large-scale databases

Huang J., Ertekin Ş., Giles C. L.
KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2006, PROCEEDINGS , cilt.4213, ss.536-544, 2006 (SCI-Expanded) identifier

Clustering scientific literature using sparse citation graph analysis

Bolelli L., Ertekin Ş., Giles C. L.
KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2006, PROCEEDINGS , cilt.4213, ss.30-41, 2006 (SCI-Expanded) identifier

Fast kernel classifiers with online and active learning

Bordes A., Ertekin Ş., Weston J., Bottou L.
JOURNAL OF MACHINE LEARNING RESEARCH , cilt.6, ss.1579-1619, 2005 (SCI-Expanded) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

Solar Power Prediction with an Hour-based Ensemble Machine Learning Method

ERTEKİN BOLELLİ Ş.
Hittite Journal of Science and Engineering , cilt.7, sa.1, ss.35-40, 2020 (Hakemli Dergi)

Learning customized and optimized lists of rules with mathematical programming

Rudin C., Ertekin Ş.
MATHEMATICAL PROGRAMMING COMPUTATION , cilt.10, ss.659-702, 2018 (ESCI) identifier identifier

Industry 4.0 and Turkish National Innovation System: Challenges and Prospects

ERDİL E., ERTEKİN BOLELLİ Ş.
International Scientific Journal Industry 4.0 , cilt.2, ss.197-200, 2017 (Hakemli Dergi)

CLASS IMBALANCE AND ACTIVE LEARNING

Attenberg J., Ertekin Ş.
IMBALANCED LEARNING: FOUNDATIONS, ALGORITHMS, AND APPLICATIONS , ss.101-149, 2013 (Hakemli Dergi) identifier

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Sabit Kanatlı Askeri Hava Araçları için Lokal/Dinamik Hareket Planlama Çalışmaları

Ozdemir R., ERTEKİN BOLELLİ Ş.
10. SAVUNMA TEKNOLOJİLERİ KONGRESİ (SAVTEK), Ankara, Türkiye, 13 Eylül 2022

SİNİR AĞLARI İLE ATIŞ ÖNCESİ DEĞER HESAPLAMA

Gorgulu T., Demirkan M., Tanik G. O., ERTEKİN BOLELLİ Ş.
10. SAVUNMA TEKNOLOJİLERİ KONGRESİ, Ankara, Türkiye, 13 Eylül 2022

Bayes Derin Aktif Ögrenmede Mod Çökmesi Problemini Iyilestirme

Col Duymus P. E., ERTEKİN BOLELLİ Ş.
30th Signal Processing and Communications Applications Conference (SIU), Kastamonu, Türkiye, 15 Mayıs 2022 identifier

Recursive Compositional Reinforcement Learning for Continuous Control Sürekli Kontrol Uygulamalari için Özyinelemeli Bileşimsel Pekiştirmeli Öǧrenme

Tanik G. O., Ertekin S.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022 identifier

1. AI-based Air-to-Surface Mission Planning for Opportunity Targets using Predictive LAR Approach

Ertekin Bolelli Ş., Ozdemir R.
International Conference on Military Technologies, Brno, Çek Cumhuriyeti, 9 - 11 Haziran 2021, ss.1-8

2. Feature Dimensionality Reduction with Variational Autoencoders in Deep Bayesian Active Learning

Ertekin Bolelli Ş., Col P. E.
29th Signal Processing and Communications Applications Conference (SIU), İstanbul, Türkiye, 9 - 11 Haziran 2021, cilt.1, sa.1, ss.1-4

AI-based Air-to-Surface Mission Planning using Predictive Launch Acceptability Region Approach

Ozdemir M. R., Cevher L., Ertekin S.
8th International Conference on Military Technologies, ICMT 2021, Brno, Çek Cumhuriyeti, 8 - 11 Haziran 2021 identifier

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

SERT E., ERTEKIN Ş., HALICI U.
39th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Güney Kore, 11 - 15 Temmuz 2017, ss.689-692 Sürdürülebilir Kalkınma identifier identifier identifier

Approximating the Crowd with a Budget

ERTEKİN BOLELLİ Ş., Rudin C., Hirsh H.
European Conference on Machine Learning and Practice of Knowledge Discovery in Databases (ECML/PKDD), Nancy, Fransa, 15 - 19 Eylül 2014

Predicting Power Failures with Reactive Point Processes

ERTEKİN BOLELLİ Ş., Rudin C., McCormick T.
17th AAAI Conference on Late-Breaking Developments in the Field of Artificial Intelligence, Bellevue, Amerika Birleşik Devletleri, 29 Haziran 2013

Adaptive Oversampling for Imbalanced Data Classification

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

Selective sampling of labelers for approximating the crowd

ERTEKİN BOLELLİ Ş., Hirsh H., Rudin C.
AAAI Fall Symposium on Machine Aggregation of Human Judgment, Darlington, Birleşik Krallık, 05 Kasım 2012

Learning to predict the wisdom of the crowds

ERTEKİN BOLELLİ Ş., Hirsh H., Rudin C.
Collective Intelligence Conference 2012, Boston, Amerika Birleşik Devletleri, 18 - 20 Nisan 2012

Approximating the wisdom of the crowd.

ERTEKİN BOLELLİ Ş., Hirsh H., Rudin C.
NIPS 2011 Second Workshop on Computational Social Science and the Wisdom of Crowds, Granada, Nikaragua, 17 Aralık 2011

Finding Topic Trends in Digital Libraries

Bolelli L., Ertekin Ş., Zhou D., Giles C. L.
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

Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation

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

Learning on the border: Active learning in imbalanced data classification

ERTEKİN BOLELLİ Ş., Huang J., Bottou L., Giles C. L.
16th ACM conference on Conference on information and knowledge management (CIKM 2007), Lisbon, Portekiz, 6 - 10 Ekim 2007, ss.127-136

Active learning for class imbalance problem

ERTEKİN BOLELLİ Ş., Huang J., Giles C. L.
SIGIR 2007 30th annual international ACM SIGIR conference on Research and development in information retrieval, Amsterdam, Hollanda, 23 - 27 Temmuz 2007, ss.823-824

A clustering method for web data with multi-type interrelated components

Bolelli L., ERTEKİN BOLELLİ Ş., Zhou D., Giles C. L.
WWW 2007 16th international conference on World Wide Web, Banff, Kanada, 8 - 12 Mayıs 2007, ss.1121-1122

Efficient Multiclass Boosting Classification with Active Learning

Huang J., Ertekin Ş., Song Y., Zha H., Giles C. L.
7th SIAM International Conference on Data Mining, Minnesota, Amerika Birleşik Devletleri, 26 - 28 Nisan 2007, ss.297-308 identifier identifier

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

Bolelli L., Ertekin Ş., Zhou D., Giles C. L.
IEEE/WIC/ACM International Conference on Web Intelligence, California, Amerika Birleşik Devletleri, 2 - 05 Kasım 2007, ss.198-204 identifier identifier

Fast Classification with Online Support Vector Machines

ERTEKİN BOLELLİ Ş., Bottou L., Giles C. L.
Grace Hopper Celebration of Women in Computing, San Diego, Amerika Birleşik Devletleri, 4 - 07 Ekim 2006

Efficient Name Disambiguation for Large Scale Datasets.

Huang J., ERTEKİN BOLELLİ Ş., Giles C. L.
European Conference on Principles of Data Mining and Knowledge Discovery, Berlin, Almanya, 18 - 22 Eylül 2006, ss.536-544

Clustering Scientific Literature Using Sparse Citation Graph Analysis

Bolelli L., ERTEKİN BOLELLİ Ş., Giles C. L.
European Conference on Principles of Data Mining and Knowledge Discovery PKDD 2006: Knowledge Discovery in Databases, Berlin, Almanya, 18 - 22 Eylül 2006, ss.30-41

The Shape of the Web and Its Implications for Searching the Web

efe k., raghavan v., chu h., broadwater a., Bolelli L., ERTEKİN BOLELLİ Ş.
International Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet SSGRR 2000, L’xxAquila, İtalya, 31 Temmuz - 06 Ağustos 2000

Kitap & Kitap Bölümleri

Türkiye”de Yapay Zekanın Gelişim için görüş ve Öneriler

ADALI E., AFYONLUOĞLU M., GÜVENİR H. A., ERGİN O., ERTEKİN BOLELLİ Ş., KARAKAYA Z., et al.
Türkiye Bilişim Derneği (TBD), Ankara, 2020

Forecasting of Product Quality Through Anomaly Detection

Dinc M., Ertekin Bolelli Ş., Ozkan H., Meydanli C., Atalay M. V.
Machine Learning and Knowledge Discovery in Databases, Cellier P.,Driessens K., Editör, Springer-Verlag , Basel, ss.357-366, 2020

Algorithms for Efficient Learning Systems: Online and Active Learning Approaches

ERTEKİN BOLELLİ Ş.
VDM Verlag, 2019

METU Smart Campus Project (iEAST)

ERTEKİN BOLELLİ Ş., KEYSAN O., GÖL M., Bayazit H., Yildiz T., Marr A., et al.
New Technologies, Development and Application II, Isak Karabegović, Editör, Springer, ss.287-297, 2019

Short-Term Electricity Consumption Forecast using Datasets of Various Granularities.

Arslan Y., Dilbaz A. Ş., ERTEKİN BOLELLİ Ş., Karagöz P., Birturk A., Eren S., et al.
Data Analytics for Renewable Energy Integration. Technologies, Systems and Society., Woon W., Aung Z., Catalina Feliú A., Madnick S., Editör, Springer, Cham, ss.116-126, 2018 Sürdürülebilir Kalkınma

Class Imbalance and Active Learning

Attenberg J., ERTEKİN BOLELLİ Ş.
Imbalanced Learning: Foundations, Algorithms, and Applications, Haibo He, Yunqian Ma, Editör, IEEE Press Wiley, Piscataway, ss.101-149, 2013

Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation

Bolelli L., ERTEKİN BOLELLİ Ş., Giles C. L.
Advances in Information Retrieval, Mohand Boughanem, Catherine Berrut, Josiane Mothe, Chantal Soule-Dupuy, Editör, Springer, Berlin, ss.776-780, 2009

Clustering Scientific Literature Using Sparse Citation Graph Analysis

Bolelli L., ERTEKİN BOLELLİ Ş., Giles C. L.
Knowledge Discovery in Databases: PKDD 2006, Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou, Editör, Springer, Berlin, ss.30-41, 2006

Efficient Name Disambiguation for Large-Scale Databases

Huang J., ERTEKİN BOLELLİ Ş., Giles C. L.
Knowledge Discovery in Databases: PKDD 2006, Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou, Editör, Springer, Berlin, ss.536-544, 2006

Metrikler

Yayın

66

Atıf (WoS)

910

H-İndeks (WoS)

13

Atıf (Scopus)

788

H-İndeks (Scopus)

10

Proje

8

Tez Danışmanlığı

10

Açık Erişim

8
BM Sürdürülebilir Kalkınma Amaçları