Mustafa Gökçe Baydogan

32 papers B 1Journal 28Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Gradient-Boosted Decision Tree Optimizer for Antenna Optimization.
IEEE Access
Oguzhan Engín, Mustafa Gökçe Baydogan, Ahmet Cemal Durgun
2024 J jnl
Column generation-based prototype learning for optimizing area under the receiver operating characteristic curve.
Eur. J. Oper. Res.
Erhan Can Ozcan, Berk Görgülü, Mustafa Gökçe Baydogan
2024 J jnl
Output-Constrained Decision Trees.
CoRR
S. Ilker Birbil, Doganay Özese, Mustafa Gökçe Baydogan
2024 J jnl
Smooth Ranking SVM via Cutting-Plane Method.
CoRR
Erhan Can Ozcan, Berk Görgülü, Mustafa Gökçe Baydogan, Ioannis Ch. Paschalidis
2023 J jnl
A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting.
CoRR
Syed Kazmi, Berk Görgülü, Mucahit Cevik, Mustafa Gökçe Baydogan
2022 J jnl
Multiple instance classification via quadratic programming.
J. Glob. Optim.
Emel Seyma Küçükasci, Mustafa Gökçe Baydogan, Z. Caner Taskin
2022 J jnl
Semi-supervised extensions of multi-task tree ensembles.
Pattern Recognit.
Esra Adiyeke, Mustafa Gökçe Baydogan
2022 J jnl
nTreeClus: A tree-based sequence encoder for clustering categorical series.
Neurocomputing
Hadi Jahanshahi, Mustafa Gökçe Baydogan
2021 J jnl
A linear programming approach to multiple instance learning.
Turkish J. Electr. Eng. Comput. Sci.
Emel Seyma Küçükasci, Mustafa Gökçe Baydogan, Z. Caner Taskin
2021 J jnl
An ensemble-based semi-supervised feature ranking for multi-target regression problems.
Pattern Recognit. Lett.
Esra Adiyeke, Mustafa Gökçe Baydogan
2021 J jnl
Explainable boosted linear regression for time series forecasting.
Pattern Recognit.
Igor Ilic, Berk Görgülü, Mucahit Cevik, Mustafa Gökçe Baydogan
2021 J jnl
Learning prototypes for multiple instance learning.
Turkish J. Electr. Eng. Comput. Sci.
Özgür Emre Sivrikaya, Mert Yüksekgönül, Mustafa Gökçe Baydogan
2021 J jnl
Randomized trees for time series representation and similarity.
Pattern Recognit.
Berk Görgülü, Mustafa Gökçe Baydogan
2021 J jnl
nTreeClus: a Tree-based Sequence Encoder for Clustering Categorical Series.
CoRR
Hadi Jahanshahi, Mustafa Gökçe Baydogan
2020 J jnl
Explainable boosted linear regression for time series forecasting.
CoRR
Igor Ilic, Berk Görgülü, Mucahit Cevik, Mustafa Gökçe Baydogan
2020 J jnl
The benefits of target relations: A comparison of multitask extensions and classifier chains.
Pattern Recognit.
Esra Adiyeke, Mustafa Gökçe Baydogan
2019 J jnl
Estimation of Influence Distance of Bus Stops Using Bus GPS Data and Bus Stop Properties.
IEEE Trans. Intell. Transp. Syst.
Ilgin Gökasar, Yigit Çetinel, Mustafa Gökçe Baydogan
2019 J jnl
Learning Maximally Predictive Prototypes in Multiple Instance Learning.
CoRR
Mert Yüksekgönül, Özgür Emre Sivrikaya, Mustafa Gökçe Baydogan
2018 J jnl
A Data Adaptive Biological Sequence Representation for Supervised Learning.
J. Heal. Informatics Res.
Hande Cakin, Berk Görgülü, Mustafa Gökçe Baydogan, Na Zou, Jing Li
2018 J jnl
Autoregressive forests for multivariate time series modeling.
Pattern Recognit.
Kerem Sinan Tuncel, Mustafa Gökçe Baydogan
2018 J jnl
Bag encoding strategies in multiple instance learning problems.
Inf. Sci.
Emel Seyma Küçükasci, Mustafa Gökçe Baydogan
2017 — conf
A scale-space theory and bag-of-features based time series classification method.
SIU
Tayip Altay, Mustafa Gökçe Baydogan
2016 J jnl
Time series representation and similarity based on local autopatterns.
Data Min. Knowl. Discov.
Mustafa Gökçe Baydogan, George C. Runger
2015 J jnl
A Transfer Learning Approach for Predictive Modeling of Degenerate Biological Systems.
Technometrics
Na Zou, Yun Zhu, Ji Zhu, Mustafa Gökçe Baydogan, Wei Wang, Jing Li
2015 — conf
Adaptive Advertisement Recommender Systems for Digital Signage.
AMCIS
Addicam Sanjay, Sule Balkan, Mustafa Gökçe Baydogan
2015 J jnl
Learning a symbolic representation for multivariate time series classification.
Data Min. Knowl. Discov.
Mustafa Gökçe Baydogan, George C. Runger
2014 J jnl
SMT: Sparse multivariate tree.
Stat. Anal. Data Min.
Houtao Deng, Mustafa Gökçe Baydogan, George C. Runger
2013 J jnl
A Bag-of-Features Framework to Classify Time Series.
IEEE Trans. Pattern Anal. Mach. Intell.
Mustafa Gökçe Baydogan, George C. Runger, Eugene Tuv
2013 B conf
Affect Recognition in Learning Scenarios: Matching Facial- and BCI-Based Values.
ICALT
Javier Gonzalez Sanchez, Maria Elena Chavez Echeagaray, Lijia Lin, Mustafa Gökçe Baydogan, Robert Christopherson, David C. Gibson, Robert K. Atkinson, Winslow Burleson
2012 — —
Modeling Time Series Data for Supervised Learning.
Mustafa Gökçe Baydogan
2010 J jnl
Models of dynamic relations among service activities, system state and service quality on computer and network systems.
Inf. Knowl. Syst. Manag.
Nong Ye, Stephen S. Yau, Dazhi Huang, Mustafa Gökçe Baydogan, Billibaldo Martinez Aranda, Auttawut Roontiva, Patrick Hurley
2009 J jnl
Toward Development of Adaptive Service-Based Software Systems.
IEEE Trans. Serv. Comput.
Stephen S. Yau, Nong Ye, Hessam S. Sarjoughian, Dazhi Huang, Auttawut Roontiva, Mustafa Gökçe Baydogan, Mohammed A. Muqsith