Mustafa Gökçe Baydoğan
Mustafa Gökçe Baydoğan
Assistant Professor of Industrial Engineering, Boğaziçi University
Verified email at boun.edu.tr - Homepage
Title
Cited by
Cited by
Year
A bag-of-features framework to classify time series
M Baydogan, G Runger, E Tuv
IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (11), 2796 …, 2013
2532013
Learning a symbolic representation for multivariate time series classification
MG Baydogan, G Runger
Data Mining and Knowledge Discovery 29 (2), 400-422, 2015
1022015
Time series representation and similarity based on local autopatterns
MG Baydogan, G Runger
Data Mining and Knowledge Discovery 30 (2), 476-509, 2016
982016
Toward development of adaptive service-based software systems
SS Yau, N Ye, HS Sarjoughian, D Huang, A Roontiva, M Baydogan, ...
IEEE transactions on services computing 2 (3), 247-260, 2009
652009
Autoregressive forests for multivariate time series modeling
KS Tuncel, MG Baydogan
Pattern recognition 73, 202-215, 2018
412018
A Transfer Learning Approach for Predictive Modeling of Degenerate Biological Systems
N Zou, Y Zhu, J Zhu, M Baydogan, W Wang, J Li
Technometrics 57 (3), 362-373, 2015
192015
Metabolic connectivity as index of verbal working memory
N Zou, G Chetelat, MG Baydogan, J Li, FU Fischer, D Titov, J Dukart, ...
Journal of Cerebral Blood Flow & Metabolism 35 (7), 1122-1126, 2015
172015
Multivariate time series classification datasets
MG Baydogan
112019
Affect measurement: A roadmap through approaches, technologies, and data analysis
J Gonzalez-Sanchez, M Baydogan, ME Chavez-Echeagaray, RK Atkinson, ...
Emotions and affect in human factors and human-computer interaction, 255-288, 2017
112017
Models of dynamic relations among service activities, system state and service quality on computer and network systems
N Ye, S Yan, D Huang, M Baydogan, BM Aranda, A Roontiva, P Hurley
Information, Knowledge, Systems Management 9 (2), 99-116, 2010
72010
Modeling Time Series Data for Supervised Learning
MG Baydogan
Arizona State University, 2012
42012
Adaptive Advertisement Recommender Systems for Digital Signage
S Addicam, S Balkan, M Baydogan
2015 Americas Conference on Information Systems, 2015
32015
Pull-based milk-run distribution system design for a firm producing diesel injectors (Turkish: Dizel Enjektör Üretimi Yapan Bir Şirket İçin Fabrika İçi Çekme Esaslı Tekrarlı …
AT AH Akıllıoğlu, MG Baydoğan, Y Bolatlı, D Canbaz, A Halıcı, Ö Sezgin, NE ...
Ind Eng J (Turkish: Endüstri Mühendisliği Dergisi) 17 (3), 2-15, 2006
32006
SMT: Sparse multivariate tree
H Deng, MG Baydogan, G Runger
Statistical Analysis and Data Mining 7 (1), 53-69, 2014
22014
Affect Recognition in Learning Scenarios: Matching Facial-and BCI-Based Values
J Gonzalez-Sanchez, ME Chavez-Echeagaray, L Lin, M Baydogan, ...
13th IEEE International Conference on Advanced Learning Technologies (ICALT'13), 2013
22013
Classification of generic system dynamics model outputs via supervised time series pattern discovery
M Edali, MG BAYDOĞAN, G YÜCEL
Turkish Journal of Electrical Engineering & Computer Sciences 27 (2), 832-846, 2019
12019
Bag Encoding Strategies in Multiple Instance Learning Problems
EŞ Küçükaşcı, MG Baydoğan
Information Sciences 467, 559 - 578, 2018
12018
Compressing test and evaluation by using flow data for scalable network traffic analysis
K Buell, MG Baydogan, B Senturk, JP Kerr
DEFENSE ACQUISITION UNIV FT BELVOIR VA, 2014
12014
The benefits of target relations: A comparison of multitask extensions and classifier chains
E Adıyeke, MG Baydoğan
Pattern Recognition 107, 107507, 2020
2020
Explainable boosted linear regression for time series forecasting
I Ilic, B Gorgulu, M Cevik, MG Baydogan
arXiv preprint arXiv:2009.09110, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–20