Academic Publications

Tolga Ensari, PhD  ·  Arkansas Tech University

27
Journal Articles
78
Conference Papers
105
Total Publications
2003–2025
Years Active
A. Journal Publications
1
Proposed Mixed Modified Inception and Self Attention U-Net for Medical Image Segmentation: MMIAU-Net
M. N. Akcaman, T. Ensari, and A. Sertbas
The Computer Science and Engineering Journal, issue 18, no. 1, pp. 19–30, 2025 2025
2
Ontology Supported Semantic Based Image Retrieval
A. Gasi, T. Ensari, and M. Dagtekin
Research Square, Journal of Semantic Web, vol. 15, no. 5, pp. 2125–2137, Oct 2024 2024
3
Machine Learning Based Microarray Data Analysis for Target Gene Inference
Z. Cavdar, A. Sertbas, and T. Ensari
Journal, vol. 17, no. 2, pp. 174–183, 2024 2024
4
Molecules Generation to Inhibit Covid-19 Disease Using Encoder-Decoder LSTM Architecture and PCA Properties
M. Amrane, S. Oukid, and T. Ensari
Journal of Mechanics in Medicine and Biology, vol. 23, no. 1, 2023
5
Converting Image Files to LaTeX Format Using Computer Vision, Natural Language Processing, and Machine Learning
M. Kazanc, M. Dagtekin, and T. Ensari
ACTA Infologica, vol. 7, no. 2, pp. 253–266, October 2023
6
MicroRNA Target Prediction by Machine Learning-based Microarray Technique: Research Study
Z. Cavdar, T. Ensari, L. T. Sener, A. Sertbas
European Journal of Science and Technology, Issue 44, pp. 39–45, 2022
7
Violence Detection with Machine Learning: A Sociodemographic Approach
T. Ensari, B. Ensari, M. Dagtekin
European Journal of Science and Technology, Issue 44, pp. 104–107, 2022
8
Diagnosing Breast Cancer Using Machine Learning Methods
E. A. Bayrak, P. Kirci, T. Ensari, E. Seven, and M. Dagtekin
Journal of Intelligent Systems: Theory and Applications, vol. 5, no. 1, pp. 35–41, 2022
9
Gene Expression Data Classification Using Genetic Algorithm based Feature Selection
O. S. Sonmez, M. Dagtekin, and T. Ensari
Turkish Journal of Electrical Engineering and Computer Sciences, vol. 29, no. 7, 2021
10
Semantic-based Image Retrieval — A Survey
A. Gasi, T. Ensari, and M. Dagtekin
Journal of Acta-Infologica / Istanbul University, vol. 5, no. 2, 2021
11
Filtering Videos by Classification with Deep Learning
M. Kazanc, T. Ensari, and M. Dagtekin
European Journal of Science and Technology, vol. 26, pp. 338–342, 2021 IEEE
12
Post-Traumatic Stress Disorder (PTSD) Management: A Machine Learning Approach
M. Dağtekin, E. Seven, A. E. Balsever, E. N. Var, L. T. Şener, A. N. Alçalar, B. Ensari, T. Ensari
European Journal of Science & Technology, Special Issue, pp. 284–288, August 2020
13
Convolutional Neural Networks for Image-Based Digital Plant Phenotyping
T. Ensari, D. C. Armah, A. E. Balsever, M. Dağtekin
European Journal of Science & Technology, Special Issue, pp. 338–342, August 2020
14
CRISPR/CAS9 Target Prediction with Deep Learning
Ö. Aktaş, E. Doğan, T. Ensari
Biomedical Journal of Sci&Tech Res, vol. 21, no. 5, Oct 2019
15
Performance Analysis of Machine Learning Algorithms and Feature Selection Methods on Hepatitis Disease
E. Aydındağ Bayrak, P. Kırcı, T. Ensari
International Journal of Multidisciplinary Studies and Innovative Technologies, vol. 3, no. 2, pp. 135–138, 2019
16
New Approach for Predictive Churn Analysis in Telecom Invited
M. Günay, T. Ensari
Transactions on Communications, vol. 18, pp. 66–70, March 2019
17
Performance Evaluation of Feature Extraction Modeling Methods for Speaker Recognition
M. Yankayis, T. Ensari
Journal of Annals of Review and Research, vol. 4, no. 3, pp. 1–11, November 2018
18
Performance Analysis and Improvement of Machine Learning Algorithms for Automatic Modulation Recognition Over Rayleigh Fading Channels
M. A. Hazar, N. Odabasioglu, T. Ensari, Y. Kavurucu, O. F. Sayan
Neural Computing and Applications, vol. 29, issue 9, pp. 351–360, May 2018
19
Pattern Recognition from Face Images
T. Ensari
International Journal of Naval Science and Engineering, vol. 13, no. 2, pp. 14–20, November 2017
20
Gender Classification from Face Images
E. Yıldız, T. Ensari
International Journal of Naval Science and Engineering, vol. 13, no. 1, pp. 31–42, April 2017
21
Smart Home System Hardware and Software Design
Y. Kavurucu, T. Ensari
International Journal of Naval Science and Engineering, vol. 12, no. 2, pp. 40–47, December 2016
22
Character Recognition Analysis with Nonnegative Matrix Factorization
T. Ensari
International Journal of Computers, vol. 1, pp. 217–220, September 2016
23
Machine Learning
T. Ensari
Information Technologies Magazine, no. 10, pp. 9–10, July 2014
24
New Results for Robust Stability of Dynamical Neural Networks with Discrete Time Delays
T. Ensari, S. Arik
Expert Systems with Applications, 37(8): 5925–5930, 2010
25
Global Robust Exponential Stability of Neural Networks with Multiple Time Varying Delays
T. Ensari, S. Arik
Dynamics of Continuous, Discrete and Impulsive Systems, Series A, vol. 14(S1), pp. 6–12, August 2007
26
Global Stability Analysis of Neural Networks with Multiple Time Varying Delays
T. Ensari, S. Arik
IEEE Transactions on Automatic Control, vol. 50, no. 11, pp. 1781–1785, November 2005 IEEE
27
Global Stability of A Class of Neural Networks With Time Varying Delay
T. Ensari, S. Arik
IEEE Transactions on Circuits and Systems – II – Express Briefs, vol. 52, no. 3, pp. 126–130, March 2005 IEEE
B. Conference Publications
1
The AI Center at LISA Academy
F. Bogrek, H. Sazci, B. Ratermann, M. Guven, R. Shaimurat, B. Uygur, A. Kaya, E. Celebi, E. Erdin, S. Bhandari, T. Ensari
Arkansas STEM Posters at the Capitol, Little Rock, January 30, 2025 2025
2
Spiking Neural Networks in Medical Imaging: Revolutionizing Cancer Detection
S. Bhandari, S. Dhakal, B. Asiroglu, T. Ensari, and B. B. Ustundag
Arkansas STEM Posters at the Capitol, Little Rock, January 30, 2025 2025
3
Understanding the Impact of Data Poisoning on Financial Fraud Detection: Thresholds and Feature Sensitivity
L. Hong, S. Bhandari, and T. Ensari
ATU Student Research Symposium, Russellville, April 29, 2025 2025
4
Empowering Students through Project-Based Learning in Computer Science: Connecting Real-World Problems to Classroom Innovation
R. Shaimurat, F. Bogrek, B. Ratermann, S. Bhandari, T. Ensari, and J. Wood
ATU Student Research Symposium, Russellville, April 29, 2025 2025
5
AI-Driven Computer Vision: Foundations, Innovations, and Applications
S. Bhandari, V. Gogineni, M. Kelestemur, and T. Ensari
SNAS Interdisciplinary Research Conference, Fairleigh Dickinson University, New Jersey, October 10, 2025 2025
6
Spiking Neural Networks for ECG Classification and Anomaly Detection
S. Bhandari, B. Asiroglu, S. Dhakal, R. Ghosh, T. Ensari, and B. B. Ustundag
IEEE 16th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), New York, October 22–24, 2025 IEEE2025
7
High Entropy NiTiHfZrCu SMA; Transformation Temperatures, Microstructure and Mechanical Performance
H. Raji, M. Kelestemur, T. Ensari, and S. Saedi
TMS 2024, 153rd Annual Meeting & Exhibition, Orlando, Florida, March 3–7, 2024 2024
8
Anomaly Detection with Spiking Neural Networks
S. Bhandari, V. Gogineni, J. Wood, T. Ensari, and B. Ustundag
ATU Research Symposium, Russellville, April 18, 2024 2024
9
Neuromorphic Computing for Data Compression
M. Corbett-Strain, T. Ensari, B. B. Ustundag
STEM at the Capitol, Little Rock, February 14, 2024 2024
10
Occluded Traffic Sign Detection with YOLOV3
R. Tarannum, T. Ensari
STEM at the Capitol, Little Rock, February 14, 2024 2024
11
Breast Cancer Classification with Machine Learning
R. Tarannum, J. Wood, and T. Ensari
ATU Research Symposium, Russellville, April 18, 2024 2024
12
Classification and Segmentation of Material Microstructures Images Using Machine Learning
M. Rahman, M. H. Kelestemur, S. Saedi, and T. Ensari
STEM at the Capitol, Little Rock, February 14, 2024 2024
13
AI Task Force Initiative at North American University: Pioneering AI-Driven Transformation in Education, Research, and Administration
A. Zhamanov, T. Ensari, F. Taban, A. Kucuk, and A. Boltayev
Interdisciplinary Research Conference, Society of North American Scholars, Western Connecticut State University, Danbury, CT, October 11, 2024 2024
14
Advancing Mental Health Care Through AI and Interdisciplinary Efforts in Higher Education
Z. Orhan, B. Ensari, T. Ensari, and F. Arslan
Interdisciplinary Research Conference, Society of North American Scholars, Western Connecticut State University, Danbury, CT, October 11, 2024 2024
15
Enhancing Student Development with AI: A Case Study of Code Monkey in Social Emotional Learning (SEL)
B. Ensari, J. Wood, and T. Ensari
Interdisciplinary Research Conference, Society of North American Scholars, Western Connecticut State University, Danbury, CT, October 11, 2024 2024
16
Enhancing the Programming Sequence for Undergraduate Computer Science Students: A Program for Improving Learning Outcomes
M. Rahaman, R. Ghosh, I. Dutta, T. Ensari, and R. Cunningham
International Congress on Human-Computer Interaction, Optimization, and Robotic Applications (HORA), Istanbul, Turkey, June 8–10, 2023
17
Programming Sequence Improvement Program (PSIP)
M. Rahaman, R. Ghosh, R. Cunningham, I. Dutta, and T. Ensari
STEM at the Capitol Workshop, Little Rock, February 8, 2023
18
Classification Analysis with Spiking Neural Networks
M. M. Alam, B. B. Ustundag, D. T. Altilar, and T. Ensari
Arkansas Tech University Research Symposium, Russellville, April 25, 2023
19
Improved Next Item Recommendation for Long Tail Products with Machine Learning
A. Zencirli, H. Cetin, N. Tug, and T. Ensari
International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Ankara, Turkey, June 9–11, 2022
20
A Deep Learning-based Object Detection System for User Interface Code Generation
B. Asiroglu, S. Senan, P. Gorgel, M. E. Isenkul, T. Ensari, A. Sezen, M. Dagtekin
International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Ankara, Turkey, June 9–11, 2022
21
Deep Learning Classification of Location Oriented Recommendation System for Low-Sale Products
A. Zencirli, H. Cetin, N. Tug, and T. Ensari
IEEE International Congress on Human-Computer Interaction, Optimization, and Robotics Applications, Turkey, June 11–13, 2021 IEEE
22
Flow Cytometry Data Analysis with Machine Learning
E. Yıldız, T. Ensari, L. Türker Şener
IEEE 28th International Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, Oct 5–7, 2020 IEEE
23
Classification of Epileptic and Healthy Individual EEG Signals Using Neural Networks
S. Aykat, S. Senan, T. Ensari
International Conference on Computer Science and Engineering (UBMK), pp. 47–51, September 9, 2020
24
Smartphone Learning for Kids Edutainment
E. Zigh, A. Elhoucine, A. Malle, M. Kadiri, B. Kouninef, T. Ensari
International Conference on Networking, Information Systems & Security (NISS), March 31–April 2, 2020
25
Flower Classification with Deep Convolutional Neural Networks and Machine Learning Algorithms
B. R. Mete, T. Ensari
IEEE International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, October 11–13, 2019 IEEE
26
Smart Clothing Recommendation System with Deep Learning
B. Aşıroğlu, M. İ. Atalay, A. Balkaya, E. Tüzünkan, M. Dağtekin, T. Ensari
IEEE ISMSIT, Ankara, Turkey, October 11–13, 2019 IEEE
27
Sentence Classification with Deep Learning Method for Virtual Assistant Applications
G. Pirana, A. Sertbaş, T. Ensari
IEEE ISMSIT, Ankara, Turkey, October 11–13, 2019 IEEE
28
Medical Data Analysis with Machine Learning Methods
T. Ensari, L. T. Şener, D. Bozkaya, B. Aşıroğlu
International Physics Congress, Mugla, Turkey, September 4–8, 2019
29
Smart Decision Support System for E-Commerce Platforms Order Management
A. Zencirli, N. Tuğ, T. Ensari
International Conference on Computational Methods in Applied Sciences (ICCMAS), Istanbul, Turkey, July 12–16, 2019
30
Anomaly Detection from Sensor Data for Smart Manufacturing and Monitoring
A. Tektaş, M. Uçar, B. Akçal, T. Ensari, R. Dağdelen, D. Tımartaş
ICCMAS, Istanbul, Turkey, July 12–16, 2019
31
Location Prediction with Machine Learning on Location based Social Networks
Ö. A. Özbek, L. Kutlucan, H. Balamur, T. Ensari
ICCMAS, Istanbul, Turkey, July 12–16, 2019
32
Automatic HTML Code Generation from Mock-up Images via Machine Learning Techniques
B. Aşıroğlu, B. R. Mete, E. Yıldız, Y. Nalçakan, A. Sezen, M. Dağtekin, T. Ensari
IEEE International Conference on Electric Electronics, Computer Science, Biomedical Engineerings (EBBT), Istanbul, Turkey, April 24–26, 2019 IEEE
33
CRISPR/CAS9 Target Prediction with Deep Learning
E. Doğan, Ö. Aktaş, T. Ensari
IEEE EBBT, Istanbul, Turkey, April 24–26, 2019 IEEE
34
Diagnosis of Lung Cancer Using Artificial Immune System
M. Günay, Z. Orman, T. Ensari, S. Oukid, N. Benblidia
IEEE EBBT, Istanbul, Turkey, April 24–26, 2019 IEEE
35
Microarray Lung Cancer Data Classification Using Similarity based Feature Selection
M. Amrane, S. Oukid, T. Ensari, N. Benblidia, Z. Orman
IEEE EBBT, Istanbul, Turkey, April 24–26, 2019 IEEE
36
Oak Leaf Classification: An Analysis of Features and Classifiers
H. Kaya, İ. Keklik, T. Ensari, F. Alkan, Y. Biricik
IEEE EBBT, Istanbul, Turkey, April 24–26, 2019 IEEE
37
Using Forward / Backward Decision Trees on GSM441161 and GSE32863 Microarray Data
M. Amrane, S. Oukid, T. Ensari
IEEE EBBT, Istanbul, Turkey, April 24–26, 2019 IEEE
38
Big Data Analysis on Software Engineering: MEASURE and WEKA
U. Apaydin, S. Bagriyanik, A. Karahoca, M. Aktas, T. Ensari, S. Verdi, A. Tosun, H. Dogan
National Software Engineering Symposium, Izmir, Turkey, September 23–25, 2019
39
Comparison of Machine Learning Methods for Breast Cancer Diagnosis
E. A. Bayrak, P. Kırcı, T. Ensari
IEEE EBBT, Istanbul, Turkey, April 24–26, 2019 IEEE
40
Digital Data Forgetting: A Machine Learning Approach
M. Günay, E. Yıldız, Y. Nalçakan, B. Aşıroğlu, A. Zencirli, B. R. Mete, T. Ensari
IEEE ISMSIT, Ankara, Turkey, October 19–21, 2018 IEEE
41
Decision of Neural Networks Hyperparameters with a Population-based Algorithm
Y. Nalçakan, T. Ensari
International Conference on Machine Learning, Optimization, and Data Science (LOD), Tuscany, Italy, September 13–16, 2018
42
Predictive Churn Analysis with Machine Learning Methods
M. Günay, T. Ensari
IEEE 26th International Signal Processing and Communications Applications Conference (SIU), Cesme, Izmir, Turkey, May 2–5, 2018 IEEE
43
EEG Signal Analysis of Patients with Epilepsy Disorder Using Machine Learning Techniques
M. Günay, T. Ensari
IEEE EBBT, Istanbul, Turkey, April 18–19, 2018 IEEE
44
Hyperspectral Image Classification with Spectral-Spatial Feature Extraction Methods
F. M. Tekcan, T. Ensari, A. Sertbas
IEEE EBBT, Istanbul, Turkey, April 18–19, 2018 IEEE
45
Breast Cancer Classification Using Machine Learning
M. Amrane, S. Oukid, I. Gagaoua, T. Ensari
IEEE EBBT, Istanbul, Turkey, April 18–19, 2018 IEEE
46
Microarray Breast Cancer Data Classification Using Machine Learning Methods
S. Turgut, M. Dagtekin, T. Ensari
IEEE EBBT, Istanbul, Turkey, April 18–19, 2018 IEEE
47
Classification of MicroRNA Biogene Sequences with Machine Learning
A. Aydın, A. Sertbaş, T. Ensari
International Symposium on Graduate Research in Science: Entrepreneurship and Innovation (ISGRS), Istanbul, Turkey, October 4–6, 2018
48
Breast Cancer Classification with Machine Learning
E. Aydındağ Bayrak, Ş. İ. Kirbaslar, P. Kirci, T. Ensari
ISGRS, Istanbul, Turkey, October 4–6, 2018
49
Diabet Diagnosis with Machine Learning
M. Gunay, T. Ensari
International Conference on Artificial Intelligence and Soft Computing, Amsterdam, Holland, August 9–10, 2017
50
Comparison of Face Recognition Algorithms
M. Günay, T. Ensari
IEEE 25th International Signal Processing and Communications Applications Conference (SIU'2017), Antalya, Turkey, May 15–18, 2017 IEEE
51
Robot Localization with Monte Carlo Method
M. Bilgin, T. Ensari
IEEE International Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT), Istanbul, Turkey, April 20–21, 2017 IEEE
52
Diabet Diagnosis with Support Vector Machine and Multilayer Perceptrons
M. Salih Kurt, T. Ensari
IEEE EBBT, Istanbul, Turkey, April 20–21, 2017 IEEE
53
Predictive Cruise Control
Y. Kavurucu, T. Ensari
IEEE EBBT, Istanbul, Turkey, April 20–21, 2017 IEEE
54
Character Recognition Analysis with Nonnegative Matrix Factorization Invited
T. Ensari
International Conference on Mathematical Models for Engineering Science, Dubrovnik, Croatia, September 28–30, 2016
55
Smart Advertisement and Survey Analysis with Data Mining
D. Celik, T. Ensari, A. Sertbas
International Conference on Computer Science and Engineering, Namik Kemal University, Tekirdag, Turkey, October 20–23, 2016
56
Using Teensy in Intranet and Internet Media
Y. Kavurucu, T. Ensari
International Conference on Computer Science and Engineering, Tekirdag, Turkey, October 20–23, 2016
57
Graph-based Concept Discovery in Multi Relational Data
Y. Kavurucu, A. Mutlu, T. Ensari
International Conference on Cloud System and Big Data Engineering, Noida, India, January 14–15, 2016
58
Evaluation of Machine Learning Algorithms for Automatic Modulation Recognition
M. A. Hazar, N. Odabasioglu, T. Ensari, and Y. Kavurucu
International Conference on Neural Information Processing (ICONIP), Istanbul, Turkey, November 9–12, 2015
59
Deep Learning for Edge Detection
C. Tiken, T. Ensari
International Symposium on Innovative Technologies in Engineering and Science (ISITES), Valencia, Spain, June 3–5, 2015
60
Hadoop Ecosystem and Its Analysis on Tweets
C. Uzunoglu, T. Ensari, Y. Kavurucu
World Congress Technology, Innovation and Entrepreneurship, Istanbul, Turkey, May 28–30, 2015
61
Passenger Notification System for Intelligent Transportation
M. M. Tiryaki, A. Sertbas, T. Ensari
International Smart Grid Congress and Fair, Istanbul, Turkey, April 29–30, 2015
62
Smart Advertisement Application Using Nonnegative Matrix Factorization
D. Celik, T. Ensari, A. Sertbas
Scientific Congress on Electrical-Electronics, Computer and Biomedical Engineering, Istanbul, May 26–28, 2014
63
Breast Cancer Diagnosis Using Nonnegative Matrix Factorization
M. Kaya, O. Bektas, T. Ensari
Scientific Congress on Electrical-Electronics, Computer and Biomedical Engineering, Istanbul, May 26–28, 2014
64
Nonnegative Matrix Factorization and Its Application to Pattern Analysis and Text Mining
J. M. Zurada, T. Ensari, E. H. Asl, J. Chorowski
Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 11–16, vol. 8, Krakow, Poland, September 8–11, 2013
65
Correntropy-based Document Clustering via Nonnegative Matrix Factorization
T. Ensari, J. Chorowski, J. M. Zurada
International Conference on Artificial Neural Networks (ICANN), vol. 7553, pp. 347–354, Lausanne, Switzerland, September 11–14, 2012
66
Occluded Face Recognition Using Correntropy-based Nonnegative Matrix Factorization
T. Ensari, J. Chorowski, J. M. Zurada
International Conference on Machine Learning and Applications (ICMLA), vol. 1, pp. 606–609, Boca Raton, Florida, December 12–15, 2012
67
Convergence Analysis of Hopfield Neural Networks
T. Ensari, M. Erkan Yüksel
6th International Advanced Technologies Symposium (IATS), Elazığ, Turkey, May 16–18, 2011
68
Global Exponential Stability of Neural Networks with Multiple Time Varying Delays
T. Ensari, S. Arik
15th Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN), Akyaka, Mugla, Turkey, June 21–24, 2006
69
Stability Analysis of Neural Networks with Multiple Time Varying Delays
T. Ensari, S. Arik
Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN), Cesme, Izmir, Turkey, June 16–17, 2005
70
Global Asymptotical Stability of Neural Networks with Time Varying Delay
T. Ensari, S. Arik
International Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN), Foca, Izmir, Turkey, June 10–11, 2004
71
Global Stability of A Class of Neural Networks With Time Varying Delay
T. Ensari, S. Arik
IEEE International Symposium on Circuits and Systems (ISCAS), Vancouver, Canada, May 23–26, 2004 IEEE
72
Speckle Reduction of Synthetic Aperture Radar Images Using Wavelet Filtering
S. Kent, O. N. Ucan, T. Ensari
European Conference on Synthetic Aperture Radar (EUSAR), Ulm, Germany, May 25–27, 2004
73
Implementation of Cellular Neural Networks to Synthetic Aperture Radar Images
S. Kent, O. N. Ucan, T. Ensari
EUSAR, Ulm, Germany, May 25–27, 2004
74
Synthetic Aperture Radar Image Processing Using Cellular Neural Networks
S. Kent, O. N. Ucan, T. Ensari
International Conference on Recent Advances in Space Technologies (RAST), Istanbul, Turkey, November 20–22, 2003
75
Cellular Neural Network Approach in Distributed Database Management Systems
T. Ensari, O. N. Uçan, A. Karahoca
Engineering Science Young Researchers Congress (MBGAK), Istanbul, Turkey, February 17–20, 2003
76
Biomedical Image Processing Using Markov Random Fields and Cellular Neural Networks
T. Ensari, N. Kilic, O. N. Ucan, A. Ozmen
Signal Processing and Communication Applications Conference (SIU), Koc University, Istanbul, Turkey, June 18–20, 2003