23 sonucu aktar:
Yazar Başlık [ Tür
] Yıl Süzgeçler: Yazar: Mustafa Gokce Baydogan [Clear All Filters]
"A Transfer Learning Approach for Predictive Modeling of Degenerate Biological Systems",
Technometrics, vol. 57, pp. 362-373, 2015.
"Toward Development of Adaptive Service-Based Software Systems",
IEEE Transactions on Services Computing, vol. 2, pp. 247-260, 2009.
"Time series representation and similarity based on local autopatterns",
Data Mining and Knowledge Discovery, vol. 30, issue 2, pp. 476–509, 03/2016.
"SMT: Sparse multivariate tree",
Statistical Analysis and Data Mining, vol. 7, issue 1, pp. 53-69, 02/2014.
"Semi-supervised extensions of multi-task tree ensembles",
Pattern Recognition, vol. 123, pp. 108393, 2022.
"Randomized trees for time series representation and similarity",
Pattern Recognition, vol. 120, pp. 108097, 2021.
"nTreeClus: A tree-based sequence encoder for clustering categorical series",
Neurocomputing, vol. 494, pp. 224-241, 2022.
"A new feature-based time series classification method by using scale-space extrema",
Engineering Science and Technology, an International Journal, 2021.
"Multiple instance classification via quadratic programming",
Journal of Global Optimization, pp. 1–32, 2022.
"Metabolic connectivity as index of verbal working memory",
Journal of cerebral blood flow and metabolism, vol. 35, pp. 1122—1126, July, 2015.
"A linear programming approach to multiple instance learning",
Turkish Journal of Electrical Engineering & Computer Sciences, vol. 29, pp. 2186–2201, 2021.
"Learning prototypes for multiple instance learning.",
Turkish Journal of Electrical Engineering & Computer Sciences, vol. 29, 2021.
"Learning a symbolic representation for multivariate time series classification",
Data Mining and Knowledge Discovery, vol. 29, issue 2: Springer US, pp. 400-422, 03/2015.
"Explainable boosted linear regression for time series forecasting",
Pattern Recognition, vol. 120, pp. 108144, 2021.
"Estimation of Influence Distance of Bus Stops Using Bus GPS Data and Bus Stop Properties",
IEEE Transactions on Intelligent Transportation Systems, vol. 20, pp. 4635-4642, 2019.
"An ensemble-based semi-supervised feature ranking for multi-target regression problems",
Pattern Recognition Letters, vol. 148, pp. 36-42, 2021.
"Classification of generic system dynamics model outputs via supervised time series pattern discovery",
Turkish Journal of Electrical Engineering & Computer Sciences, vol. 27, pp. 832–846, 2019.
"The benefits of target relations: A comparison of multitask extensions and classifier chains",
Pattern Recognition, vol. 107, pp. 107507, 2020.
"A Bag-of-Features Framework to Classify Time Series",
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, pp. 2796-2802, 2013.
"Autoregressive forests for multivariate time series modeling",
Pattern Recognition, vol. 73, pp. 202 - 215, 2018.
"A scale-space theory and bag-of-features based time series classification method",
Signal Processing and Communications Applications Conference (SIU), 2017 25th: IEEE, 2017.
"Affect Recognition in Learning Scenarios: Matching Facial-and BCI-Based Values",
13th IEEE International Conference on Advanced Learning Technologies (ICALT'13): IEEE, 2013.
"Affect measurement: A roadmap through approaches, technologies, and data analysis",
Emotions and Affect in Human Factors and Human-Computer Interaction: Elsevier, pp. 255–288, 2017.
