MSc in Data Warehousing and Data Mining with Merit, University of Greenwich London, UK.

Sohrab Hossain received his MSc in Data Warehousing and Data Mining with Merit from the University of Greenwich, London, UK, in 2008. He is currently a PhD fellow at Chittagong University of Engineering and Technology, Bangladesh, with research interests in Natural Language Processing and Multimodal Emotion Recognition.

Chittagong University of Engineering Technology Pursuing (Session2016-17) PhD Fellow (Computer Science and Engineering)
University of Greenwich London, UK, June `08 Completed Master of Science in Data Warehousing with Merit (60% marks)
Independent University, Bangladesh (IUB), May `05 Completed Bachelors degree with honours major in Computer Science CGPA of 3.50 out of 4
Feni Government College, August `99 Passed Higher Secondary Certificate exam from Science group with 1st division
Modhugram High School, July `97 Passed Higher Secondary Certificate exam from Science group with 1st division

Dean (In-charge), Faculty of Science & Engineering. Feni University.

Natural Language Processing
Multimodal Emotion Recognition
Multimodal Sentiment Analysis

No Data

East Delta University January 2019- September 2024 Assistant Professor Working as an assistant professor at the CSE department; Developed outcome based (OBE) curriculum for the department; Convener of inter-university hackathon contest
University of Science and Technology, Chittagong (USTC) April 2014 –January 2019 Assistant Professor Worked as an assistant professor at the Faculty of Science Engineering and Technology; Developed OBE curriculum for CSE department; Member of SAC for CSE department; Coordinator for ICT Division
University of Science and Technology, Chittagong March 2013 - April 2014 Worked as a lecturer at the Faculty of Science Engineering and Technology
PART-TIME TEACHING EXPERIENCES Rangamati Science and Technology University (RMSTU) (December 2023- till date) Working as a part-time assistant professor in the Department of CSE; Teaching structure programming and design and analysis of algorithms labs to 1st year and 2nd year students
Bangladesh University of Professionals (BUP) Bangladesh Naval Academy Campus (January 2017- December 2021) Worked as a part-time assistant professor in the Department of CSE & EECE; Taught Computer Programming, Discrete Mathematics to Sub-lieutenants and Midshipmen of Bangladesh Navy
International Islamic University Chittagong (IIUC) (March –December 2018) Taught Object Oriented Programming and Decision Support System to 4th Year students
Feni University (FU) (May 2014 – December 2018) Taught Database Systems, Data Structure, Discrete Mathematics, Structured Programming Language, and Microprocessor and Assembly Language Programming, Thesis

Multimodal Sentiment Analysis using Deep Learning Fusion Techniques and Transformers.

Habib, Muhaimin Bin, Md Ferdous Bin Hafiz, Niaz Ashraf Khan, and Sohrab Hossain*. International Journal of Advanced Computer Science & Applications 15, no. 6 (2024). 

DOI: 10.14569/IJACSA.2024.0150686 

Data augmentation guided breast cancer diagnosis and prognosis using an integrated deep-generative framework based on breast tumor’s morphological information, Informatics in Medicine Unlocked

Muhammad Sakib Khan Inan, Sohrab Hossain, Mohammed Nazim Uddin, Volume 37, 2023, 101171, ISSN 2352-9148, (Scopus indexed-Q2)

DOI: 10.1016/j.imu.2023.101171,

Drug Sentiment Analysis using Machine Learning Classifiers.

Uddin, Mohammed Nazim, Md Ferdous Bin Hafiz, Sohrab Hossain, and Shah Mohammad Mominul Islam. International Journal of Advanced Computer Science and Applications 13, no. 1 (2022). (ESCI ,Scopus indexed-Q3)

DOI: 10.14569/IJACSA.2022.0130112

Internet of Things Based Smart Vending Machine using Digital Payment System.

Alam, Wahidul, Dhiman Sarma, Rana Joyti Chakma, Mohammad Jahangir Alam, and Sohrab Hossain. Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 9, no. 3 (2021): 719-731. (Scopus indexed- Q3)

DOI: 10.52549/.v9i3.3133 

 

Child tracking and hidden activities observation system through mobile app.

Alam, Mohammad Jahangir, Tanjia Chowdhury, Sohrab Hossain*, Shusmoy Chowdhury, and Tanmoy Das. Indonesian Journal of Electrical Engineering and Computer Science 22, no. 3 (2021): 1659-1666. (Scopus indexed- Q3)

DOI: 10.11591/ijeecs.v22.i3.pp1659-1666 

Machine Learning-Based Phishing Attack Detection

Sohrab Hossain, Dhiman Sarma*, and Rana Joyti Chakma, International Journal of Advanced Computer Science and Applications (IJACSA), 11(9), 2020. (Web of Science-ESCI, Scopus indexed-Q3)

DOI: 10.14569/IJACSA.2020.0110945 

Comparative Analysis of Machine Learning Algorithms for Phishing Website Detection.

Sarma, Dhiman*, Tanni Mittra, Rose Mary Bawm, Tawsif Sarwar, Farzana Firoz Lima, and Sohrab Hossain. In Inventive Computation and Information Technologies, pp. 883-896. Springer, Singapore, 2021.

DOI: 10.1007/978-981-33-4305-4_64

Crime prediction using spatio-temporal data

Hossain, Sohrab*, Ahmed Abtahee, Imran Kashem, Mohammed Moshiul Hoque, and Iqbal H. Sarker. In International Conference on Computing Science, Communication and Security, pp. 277-289. Springer, Singapore, 2020.

DOI: 10.1007/978-981-15-6648-6_22

A rule-based expert system to assess coronary artery disease under uncertainty

Hossain, Sohrab*, Dhiman Sarma, Rana Joyti Chakma, Wahidul Alam, Mohammed Moshiul Hoque, and Iqbal H. Sarker. In International Conference on Computing Science, Communication and Security, pp. 143-159. Springer, Singapore, 2020.

DOI: 10.1007/978-981-15-6648-6_12

Cyber intrusion detection using machine learning classification techniques

Alqahtani, Hamed, Iqbal H. Sarker, Asra Kalim, Syed Md Minhaz Hossain, Sheikh Ikhlaq, and Sohrab Hossain*. In International Conference on Computing Science, Communication and Security, pp. 121-131. Springer, Singapore, 2020.

DOI:10.1007/978-981-15-6648-6_10

 

A Robust Malware Classification Approach Leveraging Explainable AI

M. F. B. Hafiz, N. A. Khan, Z. Kamal, Sohrab Hossain and S. Barman, 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS), Gurugram, India, 2024, pp. 1-6,

DOI: 10.1109/ISCS61804.2024.10581382

Bangla Music Genre Classification Using Fast and Scalable Integrated Ensemble Boosting Framework

R. Hasan, Sohrab Hossain, F. I. Alam and M. Barua, 2021 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI), Dhaka, Bangladesh, 2021, pp. 1-6

DOI: 10.1109/STI53101.2021.9732612

A Smart Security Solution to Prevent any Mischief with the Vehicles

M. J. Alam, D. Sarma, R. J. Chakma, M. Mynoddin, S. Chowdhury, J. Raihan, Sohrab Hossain, 2021 IEEE Region 10 Symposium (TENSYMP), Jeju, Korea, Republic of, 2021, pp. 1-5

DOI: 10.1109/TENSYMP52854.2021.9550811

Dengue Prediction using Machine Learning Algorithms

D. Sarma, Sohrab Hossain, T. Mittra, M. A. M. Bhuiya, I. Saha and R. Chakma, 2020 IEEE 8th R10 Humanitarian Technology Conference (R10-HTC), Kuching, Malaysia, 2020, pp. 1-6

DOI: 10.1109/R10-HTC49770.2020.9357035

Phishing Attack Detection using Machine Learning Classification Techniques

N. F. Abedin, R. Bawm, T. Sarwar, M. Saifuddin, M. A. Rahman and Sohrab Hossain, 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS), Thoothukudi, India, 2020, pp. 1125-1130

DOI: 10.1109/ICISS49785.2020.9315895

Phishing Attacks Detection using Deep Learning Approach

I. Saha, D. Sarma, R. J. Chakma, M. N. Alam, A. Sultana and Sohrab Hossain, 2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 2020, pp. 1180-1185

DOI: 10.1109/ICSSIT48917.2020.9214132

Phishing Attacks Detection using Machine Learning Approach

M. N. Alam, D. Sarma, F. F. Lima, I. Saha, R. -E. -. Ulfath and Sohrab Hossain, 2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 2020, pp. 1173-1179

DOI: 10.1109/ICSSIT48917.2020.9214225

 

Bengali Hand Sign Gestures Recognition using Convolutional Neural Network

Sohrab Hossain, D. Sarma, T. Mittra, M. N. Alam, I. Saha and F. T. Johora, 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2020, pp. 636-641

DOI: 10.1109/ICIRCA48905.2020.9183357

Bank Fraud Detection using Community Detection Algorithm

D. Sarma, W. Alam, I. Saha, M. N. Alam, M. J. Alam and Sohrab Hossain, 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2020, pp. 642-646 

DOI: 10.1109/ICIRCA48905.2020.9182954

A Combined Belief Rule based Expert System to Predict Coronary Artery Disease

F. Ahmed, Fatema-Tuj-Johora, R. J. Chakma, Sohrab Hossain and D. Sarma, 2020 International Conference on Inventive Computation Technologies (ICICT), Coimbatore, India, 2020, pp. 252-257

DOI: 10.1109/ICICT48043.2020.9112540

A Belief Rule Based Expert System to Predict Student Performance under Uncertainty

Sohrab Hossain, D. Sarma, F. Tuj-Johora, J. Bushra, S. Sen and M. Taher, 2019 22nd International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2019, pp. 1-6

DOI: 10.1109/ICCIT48885.2019.9038564

 

Performance analysis of a surveillance system to detect and track vehicles using Haar cascaded classifiers and optical flow method

K. Noor E. A. Siddiquee, D. Sarma, A. Nandi, S. Akhter, Sohrab Hossain, K. Andersson, M. S. Hossain., 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA), Siem Reap, Cambodia, 2017, pp. 258-263

DOI: 10.1109/ICIEA.2017.8282853

IEEE, Member#92975159, Bangladesh Section
Google Scholar: https://scholar.google.com/citations?user=ui-secoAAAAJ&hl=en
Researchgate: https://www.researchgate.net/profile/Sohrab-Hossain-2
Web of Science: https://www.webofscience.com/wos/author/record/2255299
Scopus: https://www.scopus.com/authid/detail.uri?authorId=35955923900
ORCID ID: https://orcid.org/0000-0003-3090-2972
Coach: ACM ICPC 2014, 2016, and 2018
Mentor: University of Greenwich, London, UK (2019)