Y. Yaslan

Most-cited papers

Emotion Based Music Recommendation System Using Wearable Physiological Sensors
Değer Ayata, Y. Yaslan, M. Kamasak
2018IEEE transactions on consumer electronics229 citations
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Emotion Recognition from Multimodal Physiological Signals for Emotion Aware Healthcare Systems
Değer Ayata, Y. Yaslan, M. Kamasak
2020Journal of Medical and Biological Engineering177 citations Open access
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Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations
Hakan Gunduz, Y. Yaslan, Z. Cataltepe
2017Knowledge-Based Systems173 citations
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Empirical mode decomposition based denoising method with support vector regression for time series prediction: A case study for electricity load forecasting
Y. Yaslan, Bahadir Bican
2017154 citations
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Music Genre Classification Using MIDI and Audio Features
Z. Cataltepe, Y. Yaslan, A. Sonmez
2007EURASIP Journal on Advances in Signal Processing107 citations Open access
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Co-training with relevant random subspaces
Y. Yaslan, Z. Cataltepe
2010Neurocomputing94 citations
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Emotion Recognition via Galvanic Skin Response: Comparison of Machine Learning Algorithms and Feature Extraction Methods
Değer Ayata, Y. Yaslan, M. Kamasak
201769 citations
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Emotion recognition via random forest and galvanic skin response: Comparison of time based feature sets, window sizes and wavelet approaches
Değer Ayata, Y. Yaslan, M. Kamasak
2016Medical Technologies National Conference53 citations
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Demand forecasting model using hotel clustering findings for hospitality industry
Kıymet Kaya, Yaren Yılmaz, Y. Yaslan, Ş. Öğüdücü +1 more
2021Information Processing & Management51 citations
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Machine learning aided diagnosis of hepatic malignancies through in vivo dielectric measurements with microwaves
T. Yilmaz, Mahmut Kılıç, M. Erdoğan, M. Cayoren +12 more
2016Physics in Medicine and Biology43 citations
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Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods
Y. Yaslan, Z. Cataltepe
2006International Conference on Pattern Recognition32 citations
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Stock daily return prediction using expanded features and feature selection
Hakan Gündüz, Z. Cataltepe, Y. Yaslan
2017Turkish J. Electr. Eng. Comput. Sci.30 citations Open access
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Stock market direction prediction using deep neural networks
Hakan Gunduz, Z. Cataltepe, Y. Yaslan
2017Signal Processing and Communications Applications Conference29 citations
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A new method of decision tree based transient stability assessment using hybrid simulation for real‐time PMU measurements
Tohid Behdadnia, Y. Yaslan, Istemihan Genc
2020IET Generation, Transmission & Distribution25 citations Open access
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Waste-to-Energy Framework: An intelligent energy recycling management
Kıymet Kaya, Elif Ak, Y. Yaslan, S. Oktug
2021Sustainable Computing: Informatics and Systems24 citations
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Robust audio watermarking for copyright protection
S. Kırbız, B. Gunsel, Y. Yaslan
200421 citations
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Ensemble based classifiers using dictionary learning
Goksu Tuysuzoglu, Nazanin Moarref, Y. Yaslan
2016International Conference on Systems, Signals, and Image Processing18 citations
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Failure Detection Using Proprioceptive, Auditory and Visual Modalities
A. Inceoğlu, G. Ince, Y. Yaslan, Sanem Sariel
2018IEEE/RJS International Conference on Intelligent RObots and Systems17 citations
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Sparse coding based classifier ensembles in supervised and active learning scenarios for data classification
Goksu Tuysuzoglu, Y. Yaslan
2018Expert systems with applications16 citations
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A comparison study on active learning integrated ensemble approaches in sentiment analysis
Deniz Aldogan, Y. Yaslan
2017Computers & electrical engineering16 citations
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A hybrid method for time series prediction using EMD and SVR
Bahadir Bican, Y. Yaslan
2014International Symposium on Communications, Control and Signal Processing16 citations
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Wide Area Measurement Based Online Monitoring and Event Detection Using Convolutional Neural Networks
Mert Kesici, Can Berk Saner, Mohammed Mahdi, Y. Yaslan +1 more
20192019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG)14 citations
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A Smart City Application: Business Location Estimator Using Machine Learning Techniques
Tuğçe Bilen, Müge Erel-Özçevı̇k, Y. Yaslan, S. Oktug
20182018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)14 citations
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A Genetic Programming Classifier Design Approach for Cell Images
Aydin Akyol, Y. Yaslan, O. K. Erol
2007European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty11 citations
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An integrated decoding framework for audio watermark extraction
Y. Yaslan, B. Gunsel
2004Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.11 citations
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DeMETER in clouds: detection of malicious external thread execution in runtime with machine learning in PaaS clouds
Mehmet Tahir Sandikkaya, Y. Yaslan, Cemile Diler Özdemir
2019Cluster Computing10 citations
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Short term traffic speed prediction using different feature sets and sensor clusters
Halil Gulacar, Y. Yaslan, S. Oktug
2016IEEE/IFIP Network Operations and Management Symposium10 citations
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A Novel Integrated Framework for Real-time Prediction of Transient Instabilities in Power Systems with Their Severity Levels Using Deep Learning
Mert Kesici, Mohammed Mahdi, Y. Yaslan, Serhat Şeker +1 more
2023Sustainable Energy, Grids and Networks9 citations
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An ensemble model for wide-area measurement-based transient stability assessment in power systems
Can Berk Saner, Y. Yaslan, Istemihan Genc
2021Electrical Engineering9 citations
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Wide Area Measurement-based Transient Stability Prediction using Long Short-Term Memory Networks
Can Berk Saner, Mert Kesici, Mohammed Mahdi, Y. Yaslan +1 more
20192019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG)9 citations
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Stock market prediction with deep learning using financial news
Hakan Gündüz, Y. Yaslan, Z. Cataltepe
2018Signal Processing and Communications Applications Conference9 citations Open access
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A reinforcement learning based dynamic room pricing model for hotel industry
Gamze Tuncay, Kıymet Kaya, Yaren Yılmaz, Y. Yaslan +1 more
2023INFOR. Information systems and operational research8 citations
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An Optimal PMU Placement Scheme for Early Prediction of Transient Instabilities in Power Systems
Mert Kesici, Can Berk Saner, Mohammed Mahdi, Y. Yaslan +1 more
20192019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG)8 citations
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A CNN-Based Post-Contingency Transient Stability Prediction Using Transfer Learning
S. Jafarzadeh, Nazanin Moarref, Y. Yaslan, V. M. Istemihan Genc
2019International Conference on Electrical and Electronics Engineering8 citations
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Robust audio watermark decoding by nonlinear classification
S. Kırbız, Y. Yaslan, B. Gunsel
2005European Signal Processing Conference8 citations
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Multi channel brain EEG signals based emotional arousal classification with unsupervised feature learning using autoencoders
Değer Ayata, Y. Yaslan, M. Kamasak
2017Signal Processing and Communications Applications Conference7 citations
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Co-training with adaptive Bayesian classifier combination
Y. Yaslan, Z. Cataltepe
2008International Symposium on Computer and Information Sciences7 citations
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An integrated on-line audio watermark decoding scheme for broadcast monitoring
Y. Yaslan, B. Gunsel
2008Multimedia tools and applications6 citations
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Contingency‐based adaptive synthetic data generation to improve transient stability prediction in power systems
S. Jafarzadeh, Y. Yaslan, Istemihan Genc
2021International Transactions on Electrical Energy Systems5 citations Open access
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GeoAKOM: A Smart Geocasting Protocol for Vehicular Networks
Ezgi Tetik Saglam, Y. Yaslan, S. Oktug
2021ANT/EDI405 citations Open access
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A Comparison of Machine Learning Algorithms on Lithium-ion Battery Cycle Life Prediction
Melike Dokgöz, Y. Yaslan
20212021 6th International Conference on Computer Science and Engineering (UBMK)5 citations
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Comparative Assessment of Sensing Modalities on Manipulation Failure Detection
A. Inceoğlu, G. Ince, Y. Yaslan, Sanem Sariel
20185 citations
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A Comparison Study on Ensemble Strategies and Feature Sets for Sentiment Analysis
Deniz Aldogan, Y. Yaslan
2015International Symposium on Computer and Information Sciences5 citations
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Relevant subtask learning by constrained mixture models
Jaakko Peltonen, Y. Yaslan, Samuel Kaski
2010Intelligent Data Analysis5 citations
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Random Relevant and Non-redundant Feature Subspaces for Co-training
Y. Yaslan, Z. Cataltepe
2009Ideal5 citations
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Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?
S. Al-Shareeda, Sema F. Oktug, Y. Yaslan, Gökhan Yurdakul +1 more
2024Consumer Communications and Networking Conference4 citations Open access
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Topological Similarity and Centrality Driven Hybrid Deep Learning for Temporal Link Prediction
Abubakhari Sserwadda, Alper Ozcan, Y. Yaslan
2023Journal of universal computer science (Online)4 citations Open access
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Structural and topological guided GCN for link prediction in temporal networks
Abubakhari Sserwadda, Alper Ozcan, Y. Yaslan
2023Journal of Ambient Intelligence and Humanized Computing4 citations
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LoRaWAN-aided Waste-to-Energy Concept Model in Smart Cities
Elif Ak, Kıymet Kaya, Y. Yaslan, S. Oktug
2021International Conference on Computer, Information and Telecommunication Systems4 citations
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Improving the Performance of Transient Stability Prediction using Resampling Methods
Can Berk Saner, Mert Kesici, Y. Yaslan, V. M. Istemihan Genc
2019International Conference on Electrical and Electronics Engineering4 citations
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