Seyda Ertekin

Cited by

	All	Since 2016
Citations	2418	1148
h-index	18	14
i10-index	26	19

300

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2004200520062007200820092010201120122013201420152016201720182019202020218 5 29 34 71 108 117 147 117 210 197 189 197 192 212 226 281 40

Co-authors

C Lee GilesPennsylvania State UniversityVerified email at psu.edu
Jian HuangGoogleVerified email at google.com
Cynthia RudinProfessor of Computer Science, ECE, and Statistics, Duke UniversityVerified email at cs.duke.edu
Leon BottouFacebook AI ResearchVerified email at bottou.org
Haym HirshComputer Science, Cornell UniversityVerified email at cornell.edu
Jason WestonFacebookVerified email at fb.com
Antoine BordesDirector / Facebook AIVerified email at fb.com
Tyler H. McCormickUniversity of WashingtonVerified email at uw.edu
Umit Cavus BuyuksahinPh.D. @METUVerified email at ceng.metu.edu.tr
Vijay V RaghavanAlfred and Helen Lamson Endowed Professor in Computer Science, University of Louisiana at LafayetteVerified email at louisiana.edu
Cheehung henry ChuUniversity of Louisiana at LafayetteVerified email at louisiana.edu
Kemal EfeMiddle East Technical University, North Cyprus CampusVerified email at metu.edu.tr
Yang SongGoogle Research - Machine IntelligenceVerified email at google.com
Hongyuan Zha 査宏远School of Data Science, The Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Boyi XieColumbia UniversityVerified email at cs.columbia.edu
Rebecca J. PassonneauDepartment of Computer Science and Engineering, Penn StateVerified email at cse.psu.edu
Egemen SertMiddle East Technical UniversityVerified email at metu.edu.tr
Ugur Haliciprofessor of electrical engineering middle east technical universityVerified email at metu.edu.tr
Ramin MoghaddassUniversity of MiamiVerified email at miami.edu
Pinar KaragozMETUVerified email at ceng.metu.edu.tr

Seyda Ertekin

Associate Professor @ ODTU and Computer Scientist & Researcher @ MIT

Verified email at metu.edu.tr

Machine learning Artificial intelligence Data Science


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Fast kernel classifiers with online and active learning. A Bordes, S Ertekin, J Weston, L Botton, N Cristianini Journal of Machine Learning Research 6 (9), 2005	772	2005
Learning on the border: active learning in imbalanced data classification S Ertekin, J Huang, L Bottou, L Giles Proceedings of the sixteenth ACM conference on Conference on information and …, 2007	399	2007
Efficient name disambiguation for large-scale databases J Huang, S Ertekin, CL Giles European conference on principles of data mining and knowledge discovery …, 2006	232	2006
Active learning for class imbalance problem S Ertekin, J Huang, CL Giles Proceedings of the 30th annual international ACM SIGIR conference on …, 2007	169	2007
Nonconvex online support vector machines S Ertekin, L Bottou, CL Giles IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (2), 368-381, 2010	128	2010
Topic and trend detection in text collections using latent dirichlet allocation L Bolelli, Ş Ertekin, CL Giles European conference on information retrieval, 776-780, 2009	119	2009
Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode decomposition ÜÇ Büyükşahin, Ş Ertekin Neurocomputing 361, 151-163, 2019	65	2019
Clustering scientific literature using sparse citation graph analysis L Bolelli, S Ertekin, CL Giles European Conference on Principles of Data Mining and Knowledge Discovery, 30-41, 2006	46	2006
Class Imbalance and Active Learning J Attenberg, S Ertekin Imbalanced Learning: Foundations, Algorithms, and Applications, 101, 2013	41	2013
Reactive Point Processes: A New Approach to Predicting Power Failures in Underground Electrical Systems S Ertekin, C Rudin, T McCormick DSpace@MIT Sloan Working Paper Series; 5033-13, 2013	41	2013
Finding topic trends in digital libraries L Bolelli, S Ertekin, D Zhou, CL Giles Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries, 69-72, 2009	38	2009
Adaptive Oversampling for Imbalanced Data Classification S Ertekin 28th International Symposium on Computer and Information Sciences, 2013	37	2013
The shape of the Web and its implications for searching the Web K Efe, V Raghavan, CH Chu, AL Broadwater, L Bolelli, S Ertekin	37	2000
On equivalence relationships between classification and ranking algorithms Ş Ertekin, C Rudin The Journal of Machine Learning Research 12, 2905-2929, 2011	36	2011
Efficient multiclass boosting classification with active learning J Huang, S Ertekin, Y Song, H Zha, CL Giles Proceedings of the 2007 SIAM International Conference on Data Mining, 297-308, 2007	33	2007
Analytics for power grid distribution reliability in New York City C Rudin, Ş Ertekin, R Passonneau, A Radeva, A Tomar, B Xie, S Lewis, ... Interfaces 44 (4), 364-383, 2014	26	2014
Learning to predict the wisdom of crowds S Ertekin, H Hirsh, C Rudin arXiv preprint arXiv:1204.3611, 2012	26	2012
Fast author name disambiguation in CiteSeer J Huang, S Ertekin, CL Giles ISI technical report 66, 2006	21	2006
Learning customized and optimized lists of rules with mathematical programming C Rudin, Ş Ertekin Mathematical Programming Computation 10 (4), 659-702, 2018	17	2018
Approximating the Crowd S Ertekin, C Rudin, H Hirsh Data Mining and Knowledge Discovery 28 (5-6), 1189-1221, 2014	17	2014

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