Drs Ferdaus Anam Jibon
Assistant Professor
PhD (DUET) Continue
MSc (DUET) , BSc Hons (JKKNIU)
Room # 1115 Ext #
E-mail: jibon.cse@iubat.edu
Ferdaus Anam Jibon is an Assistant Professor in the Department of Computer Science and Engineering, at IUBAT – International University of Business Agriculture and Technology. Before joining IUBAT, he worked in several reputed private universities in Bangladesh for the last 11 years and his last workplace was the University of Information Technology and Sciences (UITS), Dhaka as an Assistant Professor in the Department of Computer Science and Engineering (CSE).
He has completed Master of Science (M.Sc) in CSE from Dhaka University of Engineering and Technology (DUET), Gazipur under the Department of Computer Science and Engineering and received his Bachelor degree (B.Sc) in CSE from Jatiya Kabi Kazi Nazrul Islam University (JKKNIU), Trishal, Mymensingh, under the Department of Computer Science and Engineering.
He is a running Ph.D. Fellow under the Department of Computer Science and Engineering at Dhaka University of Engineering and Technology (DUET), Gazipur.
Mr. Jibon is a regular columnist in The Daily Sun and Life Time member of the Bangladesh Computer Society (BCS).
He has a specific research interest in Machine Learning, Deep Learning, Neural Networks, Medical Image Processing & Computational Neuroscience.
Ph. D Fellow
Department of Computer Science and Engineering
Dhaka University of Engineering and Technology (DUET), Gazipur
Field: Machine Learning & Deep Learning
M. Sc. in CSE (2019)
Department of Computer Science and Engineering
Dhaka University of Engineering and Technology (DUET), Gazipur
Result: 3.92 out of 4.00
Field: Medical Image Processing & Machine Learning
Thesis: An Improved Classification Method of Brain MRI Image for Abnormality Detection.
B. Sc. in CSE (2011)
Department of Computer Science and Engineering
Jatiya Kabi Kazi Nazrul Islam University (JKKNIU), Trishal, Mymensingh
Result: 3.68 out of 4.00
Field: Digital Signal Processing
Thesis: An Approach to Vocal Extraction from Continuous Audio Signal.
H.S.C. (2006)
Bangladesh Agriculture University College (former: K.B Intermediate College),
Dhaka Board,
Result: 4.80 out of 5.00
S.S.C. (2004)
Mymensingh Zilla School.
Dhaka Board
Result: 5.00 out of 5.00
1. Advanced Artificial Intelligence
2. Machine Learning
3. Deep Learning
4. Neural Networks
5. Digital Image Processing & Medical Imaging
6. Digital Signal Processing
7. Data Science
8. Database Management Systems
9. Data Structure & Algorithms
10. Computer Networks
1. Title: Parkinson’s Disease Detection from EEG SignalEmploying Autoencoder And RBFNN-BasedHybrid Deep Learning Framework Utilizing PowerSpectral Density, Journal Name: Digital Health,Publisher:Sage, Volume – 10, Year – 2024
2. Title: A Real-Time Dataset of Air Quality Index Monitoring Using IoTand Machine Learning in The Perspective of Bangladesh, Journal Name: Data in Brief,Publisher:Elsevier, Volume – 55, Page: 1-10 Year – 2024
3. Title: Sequential Graph Convolutional Network and DeepRNN Based Hybrid Framework for Epileptic Seizure Detection from EEG Signal, Journal Name: Digital Health,Publisher:Sage, Volume – 10, Year – 2024
4. Title: A Comprehensive Review of Predictive Analytics Models for Mental Illness Using Machine Learning Algorithms, Journal Name: Healthcare Analytics,Publisher:Elsevier, Volume – 06, Year – 2024
5. Title: Data-Driven Strategies for Digital Native Market Segmentation Using Clustering, Journal Name: International Journal of Cognitive Computing in Engineering,Publisher:Elsevier, Volume – 05, Pages: 178-191 Year – 2024
6. Title: An Improved IoT-Based Prototype for Fish Feeding and Monitoring System, Journal Name:Global Journal of Computer Science and Technology: B Cloud & Distributed,Publisher Name:Global Journals, Volume -24, Issue – 01, Year – 2024. [Cite Factor Index]
7. Book Chapter Title: AI-Driven Personalized Room Management in the Modern Hotel Industry, Book Name: AI Technologies for Personalized and Sustainable Tourism,Publisher:IGI Global, Pages: 59 – 82, Year – 2024
8. Title: Graph Attention Network and Radial Basis Function Neural Network-Based Hybrid Framework for Epileptic Seizure Detection from EEG Signal, Journal of Autonomous Intelligence, Frontier Scientific, Volume – 07, Year - 2023
9. Title: Analysis of a Comparator for Low Delay, High Speed and Compact Areafor Portable Device Application, 2023 International Conference on Digital Applications, Transformation &Economy (ICDATE), IEEE Xplore, Year - 2023
10. Title: Epileptic seizure detection from electroencephalogram (EEG) signals usinglinear graph convolutional network and DenseNet-based hybrid framework. Journal of Radiation Research and Applied Sciences, Elsevier, Volume – 16, Issue – 03, Year - 2023
11. Title: Cancerous and Non-Cancerous Brain MRI Classification Method Based onConvolutional Neural Network and Log-Polar Transformation.Healthcare, MDPI, Volume -10, Issue – 09, Year-2022
12. Title: Electroencephalogram Based Medical Biometrics using Machine Learning: Assessment of Different Color Stimuli. Advances in Science, Technology and Engineering Systems, ASTES, Volume -06, Issue – 03, Year-2021
13. Title: An Improved Model of Virtual Classroom using Information Fusion and NS-DBSCAN. Global Journal of Computer Science and Technology, Volume -20, Issue – 05, Year – 2020.
14. Title: Log-polar Transformation based Feature Extraction Method for Tumor Detection and Classification of Brain MRI.DUET Journal, Volume -05, Issue – 01, Year-2019
Professional Training
Introduction to Computer Networking
Organization: University of Dhaka, Department of Computer Science and Engineering
Duration: 11 November 2012 to 02 January 2013
Result: Obtain 96% marks (position: 1st)
Teaching Experiences
Assistant Professor, (07 December 2023 to Till Date)
Department of CSE, IUBAT-International University of Business Agriculture and Technology, Uttara, Dhaka
Assistant Professor, (11th April 2022 to 06 December 2023)
Department of CSE, University of Information Technology and Sciences (UITS), Dhaka
Assistant Professor, (01 January 2020 to 10 April 2022)
As Head (01 January 2020 to 09 January 2022)
Department of CSE, Sheikh Fazilatunnesa Mujib University, Jamalpur, Bangladesh.
Assistant Professor, (01 November 2019 to 31 December 2019)
Department of CSE, IBAIS University.
Senior Lecturer, (01 January 2014 to 31 October 2019)
Department of CSE, IBAIS University.
Lecturer, (01 May 2012 to 31 December 2013)
Department of CSE, IBAIS University.
Administrative Position
Member Secretary of Faculty Committee (01 March 2023 to 06 December 2023)
Faculty of Science & Engineering,
University of Information Technology and Sciences (UITS), Dhaka
Member Secretary of Academic Committee (01 May 2022 to 06 December 2023)
Department of CSE,
University of Information Technology and Sciences (UITS), Dhaka
Member of Planning Committee (01 May 2022 to 06 December 2023)
Department of CSE,
University of Information Technology and Sciences (UITS), Dhaka
Head (01 January 2020 to 09 January 2022)
Department of CSE, Sheikh Fazilatunnesa Mujib University, Jamalpur, Bangladesh.
Convener of Planning Committee & Academic Committee (10 January 2020 to 09 January 2022)
Department of CSE, Sheikh Fazilatunnesa Mujib University, Jamalpur, Bangladesh.
Research Interest
- Machine Learning
- Deep Learning
- Neural Network
- Image Processing & Medical Imaging
- Digital Signal Processing
Technical Profession
Designation: Network Support Engineer
Organization: BracNeT, Banani, Dhaka
Duration: 01 January 2012 to 28 February 2012
Designation: Network Engineer
Organization: IP Vision, Pantha Path, Dhaka
Duration: 01 March 2012 to 31 May 2012