Publications & Works

Publication Network
Published journal articles indexed by SCI, SSCI, and AHCI

CALPAGAN: Calorimetry for Particles Using Generative Adversarial Networks

Simsek E., IŞILDAK B., Dogru A., Aydogan R., Bayrak B., ERTEKİN BOLELLİ Ş.
Progress of Theoretical and Experimental Physics , vol.2024, no.8, 2024 (SCI-Expanded) identifier identifier identifier

Hierarchical reinforcement Thompson composition

Tanık G. O., ERTEKİN BOLELLİ Ş.
Neural Computing and Applications , vol.36, no.20, pp.12317-12326, 2024 (SCI-Expanded) Creative Commons License identifier

Time Series Prediction of Solar Power Generation Using Trend Decomposition

Kavakci G., Cicekdag B., ERTEKİN BOLELLİ Ş.
Energy Technology , vol.12, no.2, 2024 (SCI-Expanded) identifier identifier

Linking COVID-19 Perception With Socioeconomic Conditions Using Twitter Data

Sert E., Okan O., Ozbilen A., ERTEKİN BOLELLİ Ş., ÖZDEMİR S.
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS , vol.9, no.2, pp.394-405, 2022 (SCI-Expanded) identifier 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 , vol.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 , vol.35, no.1, pp.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 , vol.361, pp.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 , vol.263, pp.271-310, 2018 (SCI-Expanded) identifier identifier

A Bayesian Approach to Learning Scoring Systems

ERTEKİN BOLELLİ Ş., Rudin C.
BIG DATA , vol.3, no.4, pp.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 , vol.9, pp.122-144, 2015 (SCI-Expanded) identifier identifier

Approximating the crowd

Ertekin Ş., Rudin C., Hirsh H.
DATA MINING AND KNOWLEDGE DISCOVERY , vol.28, pp.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 , vol.44, pp.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 , vol.12, pp.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 , vol.33, pp.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 , vol.4213, pp.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 , vol.4213, pp.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 , vol.6, pp.1579-1619, 2005 (SCI-Expanded) identifier identifier
Articles Published in Other Journals

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

ERTEKİN BOLELLİ Ş.
Hittite Journal of Science and Engineering , vol.7, no.1, pp.35-40, 2020 (Peer-Reviewed Journal)

Learning customized and optimized lists of rules with mathematical programming

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

Industry 4.0 and Turkish National Innovation System: Challenges and Prospect

ERDİL E., ERTEKİN BOLELLİ Ş.
TEKPOL Working Paper Series STPS-WP-18/01; , 2018 (Non Peer-Reviewed Journal)

Industry 4.0 and Turkish National Innovation System: Challenges and Prospects

ERDİL E., ERTEKİN BOLELLİ Ş.
International Scientific Journal Industry 4.0 , vol.2, pp.197-200, 2017 (Peer-Reviewed Journal)

CLASS IMBALANCE AND ACTIVE LEARNING

Attenberg J., Ertekin Ş.
IMBALANCED LEARNING: FOUNDATIONS, ALGORITHMS, AND APPLICATIONS , pp.101-149, 2013 (Peer-Reviewed Journal) identifier
Refereed Congress / Symposium Publications in Proceedings

Enhanced Thermal Human Detection with Fast Filtering for UAV Images

Ozyurt U., Cicekdag B., budak z. d., ERTEKİN BOLELLİ Ş.
4th IEEE International Informatics and Software Engineering Conference (IISEC), Ankara, Turkey, 21 December 2023 identifier

Machine Learning Based Radar Cross-Section Clustering Towards Enhanced Situational Awareness for Next-Generation Fighter Aircraft

Ozdemir M. R., Kucuk A. F., Inalhan G., Başpınar B., ERTEKİN BOLELLİ Ş.
43rd AIAA DATC/IEEE Digital Avionics Systems Conference, DASC 2024, California, United States Of America, 29 September - 03 October 2024 identifier

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

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

SİNİR AĞLARI İLE ATIŞ ÖNCESİ DEĞER HESAPLAMA

Gorgulu T., Demirkan M., Tanik G. O., ERTEKİN BOLELLİ Ş.
10. SAVUNMA TEKNOLOJİLERİ KONGRESİ, Ankara, Turkey, 13 September 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, Turkey, 15 May 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, Turkey, 15 - 18 May 2022 identifier

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

Col P. E., ERTEKİN BOLELLİ Ş.
29th Signal Processing and Communications Applications Conference (SIU 2021), İstanbul, Turkey, 09 June 2021 identifier 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, Czech Republic, 9 - 11 June 2021, pp.1-8

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

Ozdemir R., Cevher L., ERTEKİN BOLELLİ Ş.
8th International Conference on Military Technologies (ICMT 2021), Brno, Czech Republic, 08 June 2021

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, Turkey, 9 - 11 June 2021, vol.1, no.1, pp.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, Czech Republic, 8 - 11 June 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), South Korea, 11 - 15 July 2017, pp.689-692 Sustainable Development 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, France, 15 - 19 September 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, United States Of America, 29 June 2013

Adaptive Oversampling for Imbalanced Data Classification

Ertekin Ş.
28th International Symposium on Computer and Information Sciences (ISCIS), Paris, France, 28 - 29 October 2013, vol.264, pp.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, United Kingdom, 05 November 2012

Learning to predict the wisdom of the crowds

ERTEKİN BOLELLİ Ş., Hirsh H., Rudin C.
Collective Intelligence Conference 2012, Boston, United States Of America, 18 - 20 April 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, Nicaragua, 17 December 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, United States Of America, 15 - 19 June 2009, pp.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, France, 6 - 09 April 2009, vol.5478, pp.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, Portugal, 6 - 10 October 2007, pp.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, Netherlands, 23 - 27 July 2007, pp.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, Canada, 8 - 12 May 2007, pp.1121-1122

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, United States Of America, 2 - 05 November 2007, pp.198-204 identifier identifier

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, United States Of America, 26 - 28 April 2007, pp.297-308 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, United States Of America, 4 - 07 October 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, Germany, 18 - 22 September 2006, pp.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, Germany, 18 - 22 September 2006, pp.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, Italy, 31 July - 06 August 2000
Books & Book Chapters

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.
in: Machine Learning and Knowledge Discovery in Databases, Cellier P.,Driessens K., Editor, Springer-Verlag , Basel, pp.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.
in: New Technologies, Development and Application II, Isak Karabegović, Editor, Springer, pp.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. N., Eren S., et al.
in: Data Analytics for Renewable Energy Integration. Technologies, Systems and Society., Woon W., Aung Z., Catalina Feliú A., Madnick S., Editor, Springer, Cham, pp.116-126, 2018 Sustainable Development

Class Imbalance and Active Learning

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

Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation

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

Clustering Scientific Literature Using Sparse Citation Graph Analysis

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

Efficient Name Disambiguation for Large-Scale Databases

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

Publication

72

Citation (WoS)

1087

H-Index (WoS)

14

Citation (Scopus)

1236

H-Index (Scopus)

13

Citation (Scholar)

2067

H-Index (Scholar)

17

Citiation (Sum Other)

2

Project

11

Thesis Advisory

10

Open Access

8
UN Sustainable Development Goals