Department of Computer Science, University of Saskatchewan, Canada

Department of Computer Science, University of Saskatchewan, Canada

Graduate School of Soft. and Info. Science, Iwate Prefectural University (IPU), Iwate, Japan

Faculty of Computing, University Malaysia Pahang (UMP), Malaysia

Dept. of CSE, Shahjalal University of Science and Technology (SUST), Sylhet, Bangladesh

January 18, 2022 to Present

October 01, 2018 to March 30, 2022

January 18, 2017 to January 17, 2022

May 01, 2014 to December 01, 2015

May 08, 2011 to January 17, 2017

January 29, 2008 to January 01, 2010

January 29, 2008 to May 07, 2011

September 01, 2007 to January 28, 2008

August 01, 2006 to February 01, 2007

Nadim, M., Hassan, M., Mandal, A.K., CK Roy, B Roy, KA Schneider  (2025) . Comparative analysis of quantum and classical support vector classifiers for software bug prediction: an exploratory study. Quantum Mach. Intell. 7, 32. DOI: 10.1007/s42484-025-00236-w

Biswas, M. E., Sultana, T., Mandal, A. K., Golam Morshed, M., & Hossain, M. D. (2024). Spatio-Temporal Feature Engineering and Selection-Based Flight Arrival Delay Prediction Using Deep Feedforward Regression Network. Electronics, 13(24), 4910. Doi: 10.3390/electronics13244910

Mandal, A. K., and Chakraborty, B. (2024). Quantum computing and quantum-inspired techniques for feature subset selection: a review. Knowledge and Information Systems, 1-43.  DOI: 10.1007/s10115-024-02282-5.

Mandal A. K., Nadim M. , Saha H., Sultana T., Hossain M. D. and Huh E. -N.,(2024). "Feature Subset Selection for High-Dimensional, Low Sampling Size Data Classification Using Ensemble Feature Selection With a Wrapper-Based Search," in IEEE Access, vol. 12, pp. 62341-62357, doi:10.1109/ACCESS.2024.3390684.

Sultana, T.; Mandal, A.K.; Saha, H.; Sultan, M.N.; Hossain, M.D. (2024). Intent Identification by Semantically Analyzing the Search Query. Modelling , Vol 5, PP. 292-314. DOI: 10.3390/modelling5010016.

Sen R., Mandal A. K., and Chakraborty B. (2022). An effective feature subset selection approach based on Jeffries-Matusita distance for multi-class problems. Journal of Intelligent and Fuzzy Systems. Vol. 42, No. 4, pp. 4173-4190. DOI: 10.3233/JIFS-202796.

Mandal A. K., Sen R. and Chakraborty B. (2021). Comparative Study of Univariate and Multivariate Long Short-Term Memory for Very Short-Term Forecasting of Global Horizontal Irradiance. Symmetry,  13(8):1544. DOI: 10.3390/sym13081544.

 Sen R., Mandal A. K.  and Chakraborty B. (2021). A Critical Study on Stability Measures of Feature Selection with a Novel Extension of Lustgarten Index. Machine Learning and Knowledge Extraction,  3(4):771-787. DOI: 10.3390/make3040038.

 Mandal A. K., Sen R. and Chakraborty B. (2021). Feature Selection in Classification using Self-adaptive Owl Search Optimization Algorithm with Elitism and Mutation Strategies. Journal of Intelligent & Fuzzy Systems,  40(1): 535-550, DOI: 10.3233/JIFS-200258

Mandal A. K., Sen R. and Chakraborty B. (2020). Analysis of Various Transfer Functions for Binary Owl Search Algorithm in Feature Selection Problem. International Journal of Applied Science and Engineering,  17(3):281–297. DOI: 10.6703/IJASE.202009_17(3).281.

Mandal A. K. and Kahar M. N. M., Kendall G. (2020). Addressing Examination Timetabling Problem Using a Partial Exams Approach in Constructive and Improvement. Computation,  8(2):46. DOI: 10.3390/computation8020046.

Mandal A. K. (2020). Development of an Interactive Tool based on Combining Graph Heuristic with Local Search for Examination Timetable Problem. International Journal of Advanced Computer Science and Applications,11(3):686-694. DOI: 10.14569/IJACSA.2020.0110385.

Mandal A. K., Kahar M.N.M. (2020). Performance Analyses of Graph Heuristics and Selected Trajectory Metaheuristics on Examination Timetable Problem. Indonesian Journal of Electrical Engineering and Informatics (IJEEI). Vol. 8, No. 1, pp. 163-177, DOI: 10.52549/ijeei.v8i1.1660.

Mandal A. K., Mallick D., Sah R. Ali A., Habib M.A. (2019). Artificial Neural Network Models for Temperature Forecasting in Sundarban Region of Bangladesh. Journal of Science and Technology, Bangladesh. Vol. 17, pp. 81-88. ISSN 1994-0386.

 Kahar M. N. M, Bakar S. A. , Shing L. and Mandal A. K.  (2018). Solving Kolej Poly-Tech Mara Examination Timetabling Problem, Advanced Science Letters, USA, 24(10): 7577-7581(5). DOI: 10.1166/asl.2018.12981.

Hossain, M. D., Sultana, T. and Mandal A. K. (2016). Online Garments Inventory Management System. International Journal of Advanced Engineering, Management and Science (IJAEMS),  2(7):1059-1063. ISSN: 2454-1311.

Mandal A. K., Kahar M.N.M. (2017). Variant of LSB Steganography Algorithm for Hiding Infor- mation in RGB Images. International Journal of Signal Processing.International Journal of Signal Processing, Image Processing and Pattern Recognition (IJSIP) , Vol. 2, No. 7, pp. 1059-1063.  DOI: 10.14257/ijsip.2017.10.1.05.

Mandal A. K. and Kahar M. N. M. (2016). Partial Graph Heuristic with Hill Climbing for Examination Timetabling Problem. Journal of Theoretical and Applied Information Technology (JTAIT), 88(2):238-251. ISSN: 1992-8645.

Mandal A. K. and Sen R. (2014). Supervised Learning Methods for Bangla Web Document Categorization. International Journal of Artificial Intelligence and Applications (IJAIA), 5(5):93-105. ISSN 0976-2191.  DOI : 10.5121/ijaia.2014.5508.

Mandal A. K. and Hossain M. D. (2014). Effective and Uninterrupted Execution of Numerical Integration through Computational Grid. Journal of Science and Technology, HSTU, Bangladesh, 12:35-40. ISSN 1994-0386.

Nadim M., Billah S. M. B., Alam M. S., Mandal A. K., Uddin M. P. and Islam M. R. (2014). Cross-user Source-based Data Deduplication in Distributed System without Violating Data Privacy of Individual User. International Journal of Research in Computer Engineering and Electronics, 3(6):1-5. ISSN 2319-376X.

Sultana T., Showkat M. S. A., Alam M. S., Hossain M. D. and Mandal A. K. (2013). Reducing Peak to Average Power Ratio of OFDM Signals using Tukey Window Technique. International Journal of Scientific Engineering and Technology. 2(9): 879-883. ISSN 2277-1581 [online].

Barman P. C., Hossain M. D., Mandal A. K., Singh B. C. and Miah M. S. (2012). NMF and PCA Techniques for Feature Extraction and Classification. Journal of Science and Technology, HSTU, Bangladesh, 9 & 10: 93-100. ISSN 1994-0386.

Mandal A. K. , Nadim M., Roy C. K. , Roy B.  and Schneider K. A. (2024). "Evaluating the Performance of a D-Wave Quantum Annealing System for Feature Subset Selection in Software Defect Prediction," 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Montreal, QC, Canada, 2024, pp. 103-108, doi: 10.1109/QCE60285.2024.10261.

Islam H. , Mandal A. K., Hossain M. S., Haque D. , Saha H. and Esha T. , (2024) "Development and Implementation of an IoT-enabled Real-time Cold Storage Monitoring and Notification System," 2024 International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), Dhaka, Bangladesh, 2024, pp. 1-6, doi: 10.1109/iCAC-
CESS61735.2024.10499536.

Karna P. , Keshari S. K., and Mandal A. K. (2023). " Detecting Depression from Social Media Posts Using Comprehensive Machine Learning Approaches with TF-IDF and N-Grams,"   2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023), Dhaka 

Karna P. , Keshari S. K., Mandal A. K. and Chakraborty B., (2023). "BERT-Driven Deep Learning Approach for Depression Detection in Social Media Posts," 2023 1st International Conference on Optimization Techniques for Learning (ICOTL), Bengaluru, India, 2023, pp. 1-6, doi:10.1109/ICOTL59758.2023.10435285. (Scopus index)

El-Yakub U. R. , Jimpa K. , Mandal A. K. and Saha H., (2023)."Blynk, Database and WhatsApp Integrated RFID Based Lock System," 2023 26th International Conference on Computer and Information Technology (ICCIT), Cox’s Bazar, Bangladesh, 2023, pp. 1-6, doi: 10.1109/IC-IT60459.2023.10441308.

Fahad M. , Tipu A. D. , Mandal A. K. and Chakraborty B., (2023). "Influence of Contextual Information on Bengali-English Forward and Backward Transliteration Using Binary Coding,"  1st International Conference on Optimization Techniques for Learning (ICOTL), Bengaluru, India, 2023, pp. 1-6, doi: 10.1109/ICOTL59758.2023.10435050.

Sen, R., Mandal, A.K., Goswami, S., Chakraborty, B. (2023). Prediction of Particulate Matter (PM2.5) Across India Using Machine Learning Methods. In: Saraswat, M., Chowdhury, C., Kumar Mandal, C., Gandomi, A.H. (eds) Proceedings of International Conference on Data Science and Applications. Lecture Notes in Networks and Systems, vol 552. Springer, Singapore. DOI: 10.1007/978-981-19-6634-7_38

R. Sen, Mandal A.K., B. Chakraborty. (2021). Performance Analysis of Extended Lustgarten Index for Stability of Feature Selection. 2021 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Singapore, pp. 1-5. DOI: 10.1109/SOLI54607.2021.9672357.

Mandal A.K., Panday M., Biswas A., Goswami S., Chakrabarti A., Chakraborty B. (2021). An Approach of Feature Subset Selection Using Simulated Quantum Annealing. In: Sharma N., Chakrabarti A., Balas V., Martinovic J. (eds) Data Management, Analytics and Innovation. Advances in Intelligent Systems and Computing, Vol. 1174. Springer, Singapore. DOI: 10.1007/978-981-15-5616-6_10.

Mandal A.K. , R. Sen, S. Goswami, A. Chakrabarti, B. Chakraborty. (2020). New Approach for Feature Subset Selection using Quantum inspired Owl Search Algorithm. 10th IEEE International Conference on Information Science and Technology (ICIST), London, UK, pp. 266-273. DOI:10.1109 ICIST49303.2020.9202140.

Mandal A. K., Sen R., Chakraborty B.Binary Owl Search Algorithm for Feature Subset Selection. (2019). IEEE 10th International Conference on Awareness Science and Technology (iCAST), Japan, pp. 1-6, DOI: 10.1109/ICAwST.2019.8923486.

Sen R., Mandal A. K., Goswami S., Chakraborty B.  (2020). A Comparative Study of the Stability of Filter based Feature Selection Algorithms. . 10th IEEE International Conference on Awareness Science and Technology (iCAST), Japan pp. 1-6, DOI: 10.1109/ICAwST.2019.8923245.

Sen R., Sarkar A. K., Mandal A. K., Paul L. C. (2018). The Analysis of EM Absorption on Biological Tissue due to RF Radiation Measured Inside the Enclosed Metallic Chamber. International Conference on Innovation in Engineering and Technology (ICIET), Bangladesh, pp. 1-5, DOI: 10.1109/CIET.2018.8660926

Mandal A. K., Kahar M.N.M. (2015). Combination of graph heuristic with hill climbing search for solving capacitated examination timetabling problem. 4th IEEE International Conference on Software Engineering and Computer Systems (ICSECS), Malaysia, pp. 118-123, DOI: 10.1109/IC-SECS.2015.7333095.

Mandal A. K., Kahar M.N.M. (2015). Solving Examination Time-tabling Problem Using Partial Exam Assignment with Great Deluge Algorithm. 2nd IEEE International Conference on Computer, Communications, and Control Technology (I4CT), Malaysia, pp. 530-534, DOI: 10.1109/I4CT.2015.7219635.

Mandal A. K., Kahar M.N.M. (2015). Solving Examination Time-tabling Problem using partial exam assignment with Hill Climbing Search. IEEE Symposium on Computer Applications and Industrial Electronics (ISCAIE), Malaysia, pp. 84-89, DOI: 10.1109/ISCAIE.2015.7298333.

Mandal  A. K.,  Kahar M. N. M. 2015. "An Energy-aware Resource Management Scheme of Data Centres for Eco-friendly Cloud Computing", National Conference on Postgraduate Research 2015 (NCON-PGR 2015), Universiti Malaysia Pahang (UMP), Kuantan Pahang, Malaysia.

Kahar M.N.M. ,  Mandal  A. K. ,  Hao L. J. , Musa Z. ,  Bakar  B. A. and  Kadir T. A. A. 2014. "A Combination of Graph Heuristics with Hill Climbing Method to Solve the Examination Timetabling Problem", IEEE Symposium on Computers and Informatics, September 2014, Kota Kinabalu, Malaysia, pp. 87-90.

Islam M. R., Siddiqa A., Palash Uddin Md., Mandal A. K., Hossain M. D. (2014). An efficient filtering based approach improving LSB image steganography using status bit along with AES cryptography. International Conference on Informatics, Electronics & Vision (ICIEV), Bangladesh, pp. 1-6, DOI: 10.1109/ICIEV.2014.6850714.

Mandal A. K., Kaosar M., Islam M. O., Hossain M. D. (2014). An approach for enhancing message security in audio steganography. 16th Int’l Conf. Computer and Information Technology, pp. 383- 388, DOI: 10.1109/ICCITechn.2014.6997310.

Islam M. O., Mandal A. K., Hossain M. D. (2011). ThirdHand: A novel and cost-effective HCI for physically handicapped people1. 4th International Conference on Computer and Information Technology (ICCIT 2011), 2011, pp. 134-138. DOI:10.1109/ICCITechn.2011.6164888.

B. Chakraborty, R. Sen and A. K. Mandal. 2020. “A Survey on Machine Learning Techniques for THz Image Analysis”, in Amit Banerjee, Basabi Chakraborty, Hiroshi Inokawa and Jitendra Roy,  Terahertz Biomedical and Healthcare Technologies, ELSEVIER. DOI: 10.1016/B978-0-12-818556-8.00009-4.

Funded by: University of Saskatchewan, Saskatoon, Canada, 2023-2024

Funded by: Iwate Prefectural University, Iwate, Japan, 2022

Funded by: The Government of Japan, October 2018- March 2022

Funded by: ICT Division, Govt. of the People's Republic of Bangladesh, 2015-2016

Funded by: University Malaysia Pahang, Malaysia, 2014-2015

Funded by: Shahjalal University of Science and Technology, 2004-2005

Funded by: Bangladesh Government

Funded by: IRT, Hajee Mohammad Danesh Science and Technology University, Bangladesh.

Position: Principle Investigator

Description: July 2024–June 2025

Funded by: Japan Society of Promotion of Science (JSPS) KAKENHI Grant Number JP 24K15089 Type: Kaken C

Position: Research Collaborator

Description: 2024 April to March 2027

Funded by: Ministry of Posts, Telecommunications and Information Technology, Bangladesh

Position: Principle Investigator

Description: Completed

Funded by: IRT, Hajee Mohammad Danesh Science and Technology University, Bangladesh.(July 2022–June 2023)

Position: Principle Investigator

Description: Completed

Funded by: PGRS grant, University Malaysia Pahang, Malaysia. (October 2014– November 2016)

Position: Member

Description: Completed

Funded by: PGRS grant, University Malaysia Pahang, Malaysia. (October 2014– November 2016)

Position: Member

Description: Completed