Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Email Clustering & Generating Email Templates Based on Their Topics

5th International Conference on Information System and Data Mining, ICISDM 2021, Virtual, Online, United States Of America, 27 - 29 May 2021, pp.96-103 identifier identifier

Data Mining Techniques in Direct Marketing on Imbalanced Data using Tomek Link Combined with Random Under-sampling

5th International Conference on Information System and Data Mining, ICISDM 2021, Virtual, Online, United States Of America, 27 - 29 May 2021, pp.67-73 Sustainable Development identifier identifier

Ensemble Churn Prediction for Internet Service Provider with Machine Learning Techniques

5th International Conference on Computer Science and Engineering (UBMK), Diyarbakır, Turkey, 9 - 11 September 2020, pp.248-253 identifier identifier

An Ensemble Feature Selection Methodology That Incorporates Domain Knowledge for Cardiovascular Disease Diagnosis

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 October 2020 Sustainable Development identifier identifier

Credit Card Fraud Detection with Machine Learning Methods

2019 4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, Turkey, 11 - 15 September 2019 identifier identifier

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IEEE Symposium on Computers and Communications, 30 June - 03 July 2019 identifier

Software Defined Communication Framework for Smart Grid to Meet Energy Demands in Smart Cities

2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), Istanbul, Turkey, Turkey, 25 - 26 April 2019 Sustainable Development identifier identifier

Lifetime Analysis of Underwater Wireless Networks Concerning Privacy with Energy Harvesting and Compressive Sensing

2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, Turkey, 24 - 26 April 2019 identifier

Ambient Energy Harvesting for Low Powered Wireless Sensor Network based Smart Grid Applications

2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), Istanbul, Turkey, Turkey, 25 - 26 April 2019 Sustainable Development identifier identifier

Lifetime Analysis of Error Control Schemes on Wireless Sensor Networks in Industrial Environments

2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, Turkey, 24 - 26 April 2019 identifier

Weighted Association Rules and Scoring Methodology for Cardiovascular Diseases

3rd Int. Conference on Information System and Data Mining (ICISDM 2019), Texas, United States Of America, 6 - 08 April 2019 Sustainable Development

Coronary Artery Disease Diagnosis Using Optimized Adaptive Ensemble Machine Learning Algorithm

3rd Int. Conference on Information System and Data Mining (ICISDM 2019), Texas, United States Of America, 6 - 08 April 2019

Classification of Cardiovascular Artery Diseases based on Deep Neural Network

3rd Int. Conference on Information System and Data Mining (ICISDM 2019), Texas, United States Of America, 6 - 08 April 2019

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IEEE Symposium on Computers and Communications (ISCC), Barcelona, Spain, 29 June - 03 July 2019, pp.124-129 identifier identifier

Performance Analysis of Different Modulation Schemes for Underwater Acoustic Communications

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.396-401 Sustainable Development identifier

Evaluation of Hybrid Classification Approaches: Case Studies on Credit Dataset

International Conference on Machine Learning and Data Mining in Pattern Recognition MLDM 2018, 15 - 20 July 2018

A Hybrid Energy Harvesting Framework for Energy Efficiency in Wireless Sensor Networks Based Smart Grid Applications

2018 17TH ANNUAL MEDITERRANEAN AD HOC NETWORKING WORKSHOP (MED-HOC-NET), Capri, Italy, 20 - 22 June 2018, pp.1-6 Creative Commons License Sustainable Development

A Novel Feature Design and Stacking Approach for Non-Technical Electricity Loss Detection

2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia), Singapore, Singapore, 22 - 25 May 2018

Credit risk analysis based on hybrid classification: Case studies on German and Turkish credit datasets

2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018

Analyzing Lifetime of Energy Harvesting Sensor Nodes in Smart Grid Environment

First International Balkan Conference on Communications and Networking, Tirane, Albania, 30 May - 02 June 2017 Sustainable Development

QoS-Aware Downlink Scheduling Algorithm for LTE Networks: A Case Study on Edge Users

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier

Lifetime Analysis of Energy Harvesting Underwater Wireless Sensor Nodes

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier

Analysis of Battery-Powered Sensor Node Lifetime for Smart Grid Applications

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.2117-2120 Sustainable Development identifier

PI-controlled ANN-based Energy Consumption Forecasting for Smart Grids

12th IEEE International Conference on Informatics in Control, Automation and Robotics (ICINCO), Colmar, Alsace, France, 21 - 23 July 2015, pp.110-116 Sustainable Development

Next Generation Networks for Telecommunications Operators Providing Services to Transnational Smart Grid Operators

12th IEEE International Conference on Informatics in Control, Automation and Robotics (ICINCO), Colmar, Alsace, France, 21 - 23 July 2015, pp.231-238 Sustainable Development

Performance evaluations of next generation networks for smart grid applications

3rd IEEE International Conference on Smart Grid Congress and Fair (ICSG), İstanbul, Turkey, 29 - 30 April 2015, pp.1-5 Sustainable Development

Short Term Electricity Load Forecasting: A Case Study of Electric Utility Market in Turkey

International Istanbul Smart Grid Congress And Exhibition, İstanbul, Turkey, 29 - 30 April 2015, pp.1-5