Yusuf Yaslan

发表

A new method of decision tree based transient stability assessment using hybrid simulation for real‐time PMU measurements

Istemihan Genc, Tohid Behdadnia, Yusuf Yaslan, 2020, IET Generation, Transmission & Distribution.

Robust audio watermark decoding by nonlinear classification

Serap Kirbiz, Bilge Günsel, Yusuf Yaslan, 2005, 2005 13th European Signal Processing Conference.

A Smart City Application: Business Location Estimator Using Machine Learning Techniques

Sema F. Oktug, Yusuf Yaslan, Tugçe Bilen, 2018, 2018 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).

Using co-training to empower active learning

Yusuf Yaslan, Payam V. Azad, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Data classification using sparse coding based active learning

Yusuf Yaslan, Goksu Tuysuzoglu, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

A hybrid method for time series prediction using EMD and SVR

Yusuf Yaslan, Bahadir Bican, 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

Biomedical data classification using supervised classifiers and ensemble based dictionaries

Yusuf Yaslan, Goksu Tuysuzoglu, Y. Yaslan, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Ensemble based classifiers using dictionary learning

Yusuf Yaslan, Goksu Tuysuzoglu, Nazanin Moarref, 2016, 2016 International Conference on Systems, Signals and Image Processing (IWSSIP).

An ensemble multi kernel framework for sleep stage classification

Yusuf Yaslan, Nurefşan Sertbaş, Y. Yaslan, 2017, 2017 International Conference on Computer Science and Engineering (UBMK).

A Genetic Programming Classifier Design Approach for Cell Images

Osman Kaan Erol, Yusuf Yaslan, Aydin Akyol, 2007, ECSQARU.

A CNN-Based Post-Contingency Transient Stability Prediction Using Transfer Learning

Yusuf Yaslan, Sevda Jafarzadeh, Nazanin Moarref, 2019, 2019 11th International Conference on Electrical and Electronics Engineering (ELECO).

Random Relevant and Non-redundant Feature Subspaces for Co-training

Zehra Cataltepe, Yusuf Yaslan, 2009, IDEAL.

A Transient Stability Prediction Method based on Multi-Channel Convolutional Neural Networks Using Time Series of PMU Measurements

Yusuf Yaslan, Sevda Jafarzadeh, Nazanin Moarref, 2019, 2019 11th International Conference on Electrical and Electronics Engineering (ELECO).

Short term traffic speed prediction using different feature sets and sensor clusters

Sema F. Oktug, Yusuf Yaslan, Halil Gulacar, 2016, NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium.

Classifying Malicious Thread Behavior in PaaS Web Services

Yusuf Yaslan, Mehmet Tahir Sandikkaya, Cemile Diler Özdemir, 2018, CLOSER.

Wide Area Measurement Based Online Monitoring and Event Detection Using Convolutional Neural Networks

Mohammed Mahdi, Yusuf Yaslan, V. M. Istemihan Genc, 2019, 2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG).

DEMIAL: an active learning framework for multiple instance image classi cation using dictionary ensembles

Yusuf Yaslan, Gökhan Koçyiğit, 2018 .

Müzik Türlerinin Co-MRMR ile Snflandrlmas Audio Genre Classification with Co-MRMR

Zehra Cataltepe, Yusuf Yaslan, 2009 .

An integrated decoding framework for audio watermark extraction

Bilge Günsel, Yusuf Yaslan, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Task-based clustering on search queries

Yusuf Yaslan, Almila Selcen Akgun, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Stock daily return prediction using expanded features and feature selection

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan, 2017, Turkish J. Electr. Eng. Comput. Sci..

Cost Sensitive Class-Weighting Approach for Transient Instability Prediction Using Convolutional Neural Networks

Yusuf Yaslan, V. M. Istemihan Genc, Mert Kesici, 2019, 2019 11th International Conference on Electrical and Electronics Engineering (ELECO).

Güç Sistemlerinde Geçici Hal Kararsızlığının Arıza Öncesi Fazör Ölçümleri Kullanarak Karar Ağacı Tabanlı Kestirimi

Mohammed Mahdi, Yusuf Yaslan, V. M. Istemihan Genc, 2019 .

Multi channel brain EEG signals based emotional arousal classification with unsupervised feature learning using autoencoders

Mustafa E. Kamasak, Deger Ayata, Yusuf Yaslan, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

A comparison study on active learning integrated ensemble approaches in sentiment analysis

Yusuf Yaslan, Deniz Aldogan, Y. Yaslan, 2017, Comput. Electr. Eng..

Dictionary ensemble based multi instance active learning method for image categorization

Yusuf Yaslan, Gokhan Kocyigit, Y. Yaslan, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Pollen classification using RBF networks

Yusuf Yaslan, F. Kesgin, 2006, Computational Intelligence.

Co-training with relevant random subspaces

Zehra Cataltepe, Yusuf Yaslan, Z. Cataltepe, 2010, Neurocomputing.

Emotion Recognition via Galvanic Skin Response: Comparison of Machine Learning Algorithms and Feature Extraction Methods

Mustafa E. Kamasak, Deger Ayata, Yusuf Yaslan, 2017 .

Relevant subtask learning by constrained mixture models

Samuel Kaski, Jaakko Peltonen, Yusuf Yaslan, 2010, Intell. Data Anal..

Audio genre classification with Co-MRMR

Zehra Cataltepe, Yusuf Yaslan, 2009, 2009 IEEE 17th Signal Processing and Communications Applications Conference.

Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods

Zehra Cataltepe, Yusuf Yaslan, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Comparison of feature selection methods in voice based emotion recognition systems

Deger Ayata, Yusuf Yaslan, Tolga Atalay, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

DeMETER in clouds: detection of malicious external thread execution in runtime with machine learning in PaaS clouds

Yusuf Yaslan, Mehmet Tahir Sandıkkaya, Cemile Diler Özdemir, 2019, Cluster Computing.

Improving the Performance of Transient Stability Prediction using Resampling Methods

Yusuf Yaslan, V. M. Istemihan Genc, Mert Kesici, 2019, 2019 11th International Conference on Electrical and Electronics Engineering (ELECO).

Robust audio watermarking for copyright protection

Bilge Gunsel, Serap Kirbiz, Yusuf Yaslan, 2004 .

Malicious Behavior Classification in PaaS

Yusuf Yaslan, Mehmet Tahir Sandikkaya, Cemile Diler Özdemir, 2018, CLOSER.

İSTANBUL TECHNICAL UNIVERSITY ê INSTITUTE OF SCIENCE AND TECHNOLOGY

Yusuf Yaslan, Y. Yaslan, 2010 .

Variational Bayes Learning from Relevant Tasks Only

Samuel Kaski, Jaakko Peltonen, Yusuf Yaslan, 2008 .

Emotion Recognition from Multimodal Physiological Signals for Emotion Aware Healthcare Systems

Mustafa E. Kamasak, Yusuf Yaslan, Değer Ayata, 2020, Journal of Medical and Biological Engineering.

Yusuf Yaslan, Nazanin Moarref, 2019, Comput. Electr. Eng..

Big data and smart city platforms

Sema F. Oktug, Yusuf Yaslan, S. Oktug, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

A comparison of collective classification techniques on network data

Yusuf Yaslan, Ozge Ataseven, Y. Yaslan, 2017, 2017 12th Iberian Conference on Information Systems and Technologies (CISTI).

Sparse coding based classifier ensembles in supervised and active learning scenarios for data classification

Yusuf Yaslan, Goksu Tuysuzoglu, Y. Yaslan, 2018, Expert Syst. Appl..

Analysing graduation project rubrics using machine learning techniques

Ayse Tosun Misirli, Zehra Cataltepe, Yusuf Yaslan, 2015, 2015 10th International Conference on Computer Science & Education (ICCSE).

Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan, 2017, Knowl. Based Syst..

Empirical mode decomposition based denoising method with support vector regression for time series prediction: A case study for electricity load forecasting

Yusuf Yaslan, Bahadir Bican, Y. Yaslan, 2017 .

Stock market direction prediction using deep neural networks

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

A context-aware mobile application framework using audio watermarking

Bilge Gunsel, Yusuf Yaslan, 2020, Multimedia Systems.

Failure Detection Using Proprioceptive, Auditory and Visual Modalities

Arda Inceoglu, Sanem Sariel, Gökhan Ince, 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Item Prediction with RNN Using Different Types of User-Item Interactions

Yusuf Yaslan, Fulya Çelebi Sarioglu, 2019, 2019 27th Signal Processing and Communications Applications Conference (SIU).

A Comparison Framework of Similarity Metrics Used for Web Access Log Analysis

Zehra Cataltepe, Yusuf Yaslan, Z. Cataltepe, 2007, MLDM Posters.

A disagreement based co-active learning method for sleep stage classification

Yusuf Yaslan, Ayse Betul Yuce, Y. Yaslan, 2016, 2016 International Conference on Systems, Signals and Image Processing (IWSSIP).

An integrated on-line audio watermark decoding scheme for broadcast monitoring

Bilge Günsel, Yusuf Yaslan, 2007, Multimedia Tools and Applications.

An integrated decoding framework for audio watermark extraction

Bilge Gunsel, Yusuf Yaslan, 2004, ICPR 2004.

Stock market prediction with deep learning using financial news

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

An Optimal PMU Placement Scheme for Early Prediction of Transient Instabilities in Power Systems

Mohammed Mahdi, Yusuf Yaslan, V. M. Istemihan Genc, 2019, 2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG).

User Profile Analysis Using an Online Social Network Integrated Quiz Game

Yusuf Yaslan, Halil Gulacar, Melih Nazif Koç, 2017 .

A Prediction Module for Smart City IoT Platforms

Yusuf Yaslan, Sema Oktug, Halil Gulacar, 2018, Transportation and Power Grid in Smart Cities.

A Comparison Study on Ensemble Strategies and Feature Sets for Sentiment Analysis

Yusuf Yaslan, Deniz Aldogan, Y. Yaslan, 2015, ISCIS.

Ses İşaretleri İçin Gerçek Zamanlı Bir Tümleşik Damga Çözme Tekniği

Yusuf Yaslan, 2015 .

Music Genre Classification Using MIDI and Audio Features

Zehra Cataltepe, Yusuf Yaslan, Abdullah Sonmez, 2007, EURASIP J. Adv. Signal Process..

Emotion Based Music Recommendation System Using Wearable Physiological Sensors

Mustafa E. Kamasak, Deger Ayata, Yusuf Yaslan, 2018, IEEE Transactions on Consumer Electronics.

Wide Area Measurement-based Transient Stability Prediction using Long Short-Term Memory Networks

Mohammed Mahdi, Yusuf Yaslan, V. M. Istemihan Genc, 2019, 2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG).

Waste-to-Energy Framework: An intelligent energy recycling management

Yusuf Yaslan, Elif Ak, Kiymet Kaya, 2021, Sustain. Comput. Informatics Syst..

GeoAKOM: A Smart Geocasting Protocol for Vehicular Networks

Sema F. Oktug, Yusuf Yaslan, Ezgi Tetik Saglam, 2021, ANT/EDI40.

An ensemble model for wide-area measurement-based transient stability assessment in power systems

Istemihan Genc, Yusuf Yaslan, Can Berk Saner, 2021 .

Demand forecasting model using hotel clustering findings for hospitality industry

Yusuf Yaslan, Kıymet Kaya, Yaren Yılmaz, 2021, Inf. Process. Manag..

LoRaWAN-aided Waste-to-Energy Concept Model in Smart Cities

Yusuf Yaslan, Elif Ak, Kiymet Kaya, 2021, 2021 International Conference on Computer, Information and Telecommunication Systems (CITS).

Comparative Assessment of Sensing Modalities on Manipulation Failure Detection

Arda Inceoglu, Sanem Sariel, Gökhan Ince, 2018 .

Audio Genre Classification with Semi-Supervised Feature Ensemble Learning

Zehra Cataltepe, Yusuf Yaslan, Z. Cataltepe, 2009 .

Emotion recognition via random forest and galvanic skin response: Comparison of time based feature sets, window sizes and wavelet approaches

Yusuf Yaslan, Değer Ayata, Mustafa Kamaşak, 2016, 2016 Medical Technologies National Congress (TIPTEKNO).

Emotion Recognition via Multi Channel EEG Signal Fusion and Pattern Recognition

Deger Ayata, Yusuf Yaslan, Mustafa Kamaşak, 2017 .