ACH

Dr. Amitabha Chakrabarty

Professor

amitabha@bracu.ac.bd

Websites

https://www.bracu.ac.bd/about/people/amitabha-chakrabarty-phd

Address

CSE Department
4th floor, Room No # 4G25,
Brac University,
Kha 224 Bir Uttam Rafiqul Islam Avenue,
Merul Badda, Dhaka, Bangladesh

Professor Chakrabarty currently holds the position of a Computer Science and Engineering Professor at Brac University. Previously, he worked at the Independent University, Bangladesh (IUB), overseeing IT infrastructures. His educational journey includes a Ph.D. earned from Dublin City University (DCU) in 2012, complemented by B.Sc. and M.Sc. degrees from the University of Rajshahi's Department of Computer Science and Engineering. Additionally, he pursued a second M.Sc. in Telecommunication Engineering at Independent University, Bangladesh.

His research interests span diverse areas such as the Internet of Things (IoT), Machine Learning, Computer Vision, Computer Networking, Embedded Systems, and Switching Theory. With a prolific publication record of over 100 research papers across national and international journals and conferences, Professor Chakrabarty contributes significantly to his field.

Beyond academia, he actively participates in various project consultations in development sectors. He also serves as a jury member in national IT competitions and serves as a reviewer for various international conferences and journals.

 

Google Scholar

Scopus Profile 

IEEE Author Profile

ORCID

Book Chapter

  1. Khan S. H., Roy A., Chakrabarty A.,” Anomaly Detection in IoT using Machine Learning”, Springer LNCS, 2021.
  2. Tasfe M., Chakrabarty A., “Extensive Study of Pocket Switched Network Protocols”, In “Computational Intelligence in Sensor Networks” in the "Studies in Computational Intelligence” book series, Springer, 2018.
  3. Tasnia A., Sayed A. E., Das K. D. J, Hossain A., Chakrabarty A.,” A Novel Extended-Cloud Based Approach for Internet of Things”, In "Cloud Computing for Optimization: Foundations, Applications, Challenges" in the "Studies in Big data" book series, Springer, 2017.
  4. Chakrabarty A., Collier M.” Cost Efficient Implementation of Multistage Symmetric Repackable Networks”, Applications and Developments in Grid, Cloud, and High Performance Computing, Book Chapter, P. 246-249 Chapter 16, ISBN! #: 978-1-4666-2065-0,2012, IGI Global
  5. Chakrabarty A., Collier M., and Mukhopadhyay S. "Adaptive Routing Strategy for Large Scale Rearrangeable Symmetric Networks." Evolving Developments in Grid and Cloud Computing: Advancing ResearchBook Chapter, P. 212-222, Chapter 15, ISBN13: 9781466600560, 2012. IGI Global

 

Journal Paper

  1. Zannah R., Bashar M., Mushfiq R. B., Chakrabarty A, Hossain S., Jung Y. J., “Semantic Segmentation on Panoramic Dental X-Ray Images Using U-Net Architectures”, IEEE Access, March 2024.
  2. Hossain S., Reza Md T., Chakrabarty A., Jung Y. J.,” Aggregating Different Scales of Attention on Feature Variants for Tomato Leaf Disease Diagnosis from Image Data A Transformer Driven Study”, Sensors, 2023.
  3. Hossain S., Chakrabarty A., Gadekallu T. R., Alazab M., Piran J,” Vision Transformers, Ensemble Model, and Transfer Learning Leveraging Explainable AI for Brain Tumor Detection and Classification”, IEEE Journal of Biomedical and Health Informatics (J-BHI).
  4. Hossain Md. S. A., Rahman Md. A., Chakrabarty A., Rashid M., Kuwana A., Kobayashi H.,” Emotional State Classification from MUSIC Based Features of Multichannel EEG Signals”, Bioengineering, 2023.
  5. Ghosh D. K., Chakrabarty A., Moon H., Piran J, A Spatio-Temporal Graph Convolutional Network Model for Internet of Medical Things (IoMT)”, Internet of Things, Sensors, 2022.
  6. Hossain P. S., Chakrabarty A., Kim Kyuheon, Piran J,” Multi-label Extreme Learning Machine (MLELMs) for Bangla Regional Speech Recognition”, Appl. Sci. 2022.
  7. Akash N. S., Rouf S., Jahan S., Chowdhury A., Chakrabarty A., Uddin J., “Botnet Detection in IoT Devices using Random Forest Classifier with ICA and High Correlation Filter", Journal of ICT, 21, No. 2 (April) 2022, pp: 201-232.
  8. Das J. K., Chakrabarty A., Piran J,” Environmental Sound Classification Using ConvolutionNeural Networks With Different Integrated Loss Functions”, Expert Systems. Sep. 15, 2021.
  9. Chakrabarty A., Mansoor N., Uddin M. I., Al-adaileh M. H., Alsharif N., Alsaade F. W., "Prediction  Approaches  for Smart Cultivation:  A Comparative Study ", Complexity, vol. 2021, April 2021.
  10. Ferdoush Z., Mahmud B. N., Chakrabarty A., Uddin J., “A short-term hybrid forecasting model for time series electrical-load data using random forest and bidirectional long short-term memory”, International Journal of Electrical and Computer Engineering (IJECE), PP. 763-771, Vol. 11, No. 1, February 2021.
  11. Taki S.U., Chakrabarty A., Piran J, Pham Q., Suh D. Y., “An Indoor Positioning and Navigation System Using Named Data Networking”, IEEE ACCESS, PP. 196408-196424, Vol.8, Oct. 27, 2020.
  12. Mostafi S., Khan F., Chakrabarty A., Piran J., and Suh D. Y., “An Algorithm for Mapping a Traffic Domain into a Complex Network: A Social Internet of Things Approach”, IEEE ACCESS, PP. 40925- 40940, Vol. 7, Mar. 21, 2019.
  13. Ananto R. A., Shahab A., ShohanJ. A., Chakrabarty A.,” Aquatic Rover for Water Quality Testing and Helping in Pisciculture”, Journal of Natural Sciences Research (Special Issue for ICNST 2018), ISSN 2224-3186 (Paper) ISSN 2225-0921 (Online), Vol. 8, 2018.
  14. Akther N., Chakrabarty A.,” Viseme Recognition using lip curvature and Neural Networks to detect Bangla Vowels", Journal of Telecommunication, Electronic and Computer Engineering, PP. 7-12, ISSN: 2180 – 1843 e-ISSN: 2289-8131, Vol. 9 No. 4, Oct.-Dec. 2017.
  15. Sarkar R.R., Rasul K., and Chakrabarty A.,” Energy Efficient Routing(EER) Algorithm for Pocket Switched Networks”, International journal of communications systems and Network, Vol.5, No.3, 80-86, 2015.
  16. Sarkar R.R., Rasul K., and Chakrabarty A.,” Survey on Routing in Pocket Switched Network.” Wireless Sensor Network, Vol.7 (2015), 113-128.
  17. Chakrabarty A., Collier M. “O (log m.logN) Routing Algorithm for (2 log N - 1)-stage Switching Networks and beyond”, Journal of Parallel and Distributed Computing Vol. 74(2014), 3045-3055, Elsevier.
  18. Chakrabarty A., Collier M. “Cost Efficient Implementation of Multistage Symmetric Repackable Networks”, International Journal on Grid and  High  Performance Computing, Vol. 3(4), 1-13, 2011, IGI Global.
  19. Chakrabarty A., Collier M, Mukhopadhyay S. “Adaptive Routing Strategy For Large Scale Rearrangeable Symmetric Networks”, International Journal on Grid and High Performance Computing, Vol.2 (2), 53-63, April-June 2010, IGI Global.

Conference Proceedings

  1. Hasan M., Md. Rahman T., Zillanee A. H., Alam Md. G. R., Islam Md.F., Chakrabarty A., “Multilingual Sentiment Analysis on Social Media: Harnessing Deep Learning for Enhanced Insights and Decision Support for Foreign Travelers”, International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2-4 May, 2024.
  2. Ahmed S. T., Barua S., Md. Islam F. Ul, Chakrabarty A., “CoAtNet-Lite: Advancing Mammogram Mass Detection through Lightweight CNN-Transformer Fusion with Attention Mapping”, International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2-4 May, 2024.
  3. Islam Md. F, Hasan M., Rahman Md. T., Chakrabarty A., “Vitamin D Deficiency Detection: A Novel Ensemble Approach with Interpretability Insights”, International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2-4 May, 2024. 
  4. Hossain S., Islam Md. F., Rahman R., Chakrabarty A., “Gastrointestinal Insights Redefined: An Integrated Hybrid Model Fusing Vision Transformer and Transfer Learning”, International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2-4 May, 2024.
  5. Aziz A., Youkee N. K., Ahmed F. S., Tasnim S., Islam Md.F., Chakrabarty A., “Enhancing Transparency in Transport Mode Detection: An Interpretable Ensemble Model Classifier”, International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), March 8-9, 2024.
  6. Wahiduzzaman Md., Islam Md. F., Chakrabarty A., “Decoding Emotions: Leveraging Machine Learning to Analyze Emotional Expression for Deeper Mental Health Insights”, International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), March 8-9, 2024.
  7. Ahmed S. T., Baru S., Islam Md. F., Chakrabarty A.,” Enhancing Precision in Rice Leaf Disease Detection: A Transformer Model Approach with Attention Mapping” International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), March 8-9, 2024.
  8. Ahmed S. T., Mahdin M.F., Barua S., Abir F.S., Md. Islam F. Ul, Chakrabarty A.,” Utilizing Deep Learning Architectures for Early Detection of Lung Diseases in Chest X-ray Images”, 2023 26th International Conference on Computer and Information Technology (ICCIT), 13-15 December, Cox’s Bazar, Bangladesh.
  9. Haque M. F., Choudhury T.Al.M., Sarkar D.,Rafi S.H., Md.Rahim S., Chakrabarty A., Md. Islam F. Ul,” Deep Learning Based Crowd Monitoring And Person Identification System”, 2023 26th International Conference on Computer and Information Technology (ICCIT), 13-15 December, Cox’s Bazar, Bangladesh.
  10. Nazmee N.,Ali M.S., Mahmud S.,Alam K., Md. Islam F. Ul, Chakrabarty A., ”Enhancing Monkeypox Diagnosis: A Machine Learning Approach for Skin Lesion Classification”, 2023 26th International Conference on Computer and Information Technology (ICCIT), 13-15 December, Cox’s Bazar, Bangladesh.
  11. Ghosh K. K., Md. Islam F. Ul, Efaz A. A., Chakrabarty A., Hossain S.,” Real-Time Mastitis Detection in Livestock using Deep Learning and Machine Learning Leveraging Edge Devices”, IEEE 17th International Symposium on Medical Information and Communication Technology, May 10-12, 2023, Lincoln, NE, USA
  12. Chowdhury A.H., Niloy M., Khan F. J., Juboraj Md. F.A., Moni Md. M. A., Mostakim M., Chakrabarty A.,Comparative Analysis of Process Scheduling Algorithm using AI models”, 25th International Conference on Computer and Information Technology (ICCIT), 2022. [Got Best Presentation Award]
  13. Bhuiya M. S. R., Islam N., Drishty A. S., Akash U. D., Saha S. S., Hossain S., Chakrabarty A., “Surveillance in Maritime Scenario Using Deep Learning and Swarm Intelligence”, 25th International Conference on Computer and Information Technology (ICCIT), 2022. [Got Best Presentation Award]
  14. Arko S. R., Gazi S. M., Shahid A. B., Gomes E. L., Hossain S., Chakrabarty A.,A novel traffic simulator for complex SIoT-based algorithms in typical road traffic scenarios”, 25th International Conference on Computer and Information Technology (ICCIT), 2022.
  15. Dipro S. H., Islam M., Al Nahian M. A., Azad M. S., Chakrabarty A., Reza M. T., “A Federated Learning Based Privacy Preserving Approach for Detecting Parkinson’s Disease Using Deep Learning”, 25th International Conference on Computer and Information Technology (ICCIT), 2022.
  16. Ghosh R.K, Chakrabarty A.,” Telecommunication’s Customer Experience Prediction using Hybrid Machine Learning Model”, International Conference on Information and Communication Technology for Intelligent Systems. April 22 - 23, 2022. 
  17. Dipto S. R., Nowshin P., Ahmed I., Chowdhury D., Abdunnoor G., Chakrabarty A., Abdullah M. T., Rahman Moshiur,” One Voice is All You Need: A One-Shot Approach to Recognize Your Voice”, International Conference on Data Science and Machine Learning Applications (CDMA2022). 
  18. Robbani M. E., Hossain A., Sazid M. R. U. H., Sk. Siam S., Abtahee W., Chakrabarty A., “Enhancing Object Clarity in Single Channel Night Vision Images Using Deep Reinforcement Learning”, Asia-Pacific Conference on Computer Science and Data Engineering, Dec 8-10, 2021, Queensland, Brisbane, Australia.
  19. Abedin A. F., Mamun A. I. A., Nowrin R. J., Chakrabarty A, Mostakim M., and Naskar S. K., A Deep Learning Approach to Integrate Human-Level Understanding in A Chatbot”, International Conference on Natural Language Processing (NLP 2021), Dec 23 -24, 2021, Sydney, Australia.
  20. Md. Iqbal Hossain, Raghib Barkat Muhib, Chakrabarty A, Identifying Bikers Without Helmets Using Deep Learning Models”, 2021 Digital Image Computing: Techniques and Applications (DICTA), 29 Nov-1 Dec 2021, Gold Coast, Queensland Australia.
  21. Ghosh D. K., Chakrabarty A., Mansoor N., Suh D. Y., Piran J, Learning-driven Spatio-temporal Feature Extraction for Violence Detection in IoT Environments”, International Conference on ICT ConvergenceOctober 20-22, 2021, Jeju Island, Korea.
  22. Sarkar R. R., Chakrabarty A., Rahman M. Z.,” VANET Routing Protocols in Real-World Mobility Tracing”, International Conference on Computational Intelligence and Communication Networks, 22-23 Sept. 2021.
  23. Hossain S. A., Md. Rahman A., Chakrabarty A., “MUSIC Model based Neural Information Processing for Emotion Recognition from Multichannel EEG Signal”, International Conference on Signal Processing & Integrated Networks (SPIN 2021), 26-27 August 2021, India.
  24. Alvee B. I., Tisha S. N., Chakrabarty A. “Application of Machine Learning Classifiers for Predicting Human Activity”, International Conference on Industry 4.0, Artificial Intelligence and Communications Technology (IAICT’2021), July 27-28, 2021.
  25. Tabassum H., Ghosh G., Atika A., Chakrabarty A., “Detecting Online Recruitment Fraud Using Machine Learning”, International Conference on Information and Communication Technology (ICoICT 2021), Aug. 4-5, 2021, Yogyakarta, Indonesia.
  26. Mohammad Z., Chowdhury R., Rozario S. D., Sakin S. B. A., Chakrabarty A.,” IoT Based FOG Communication Model with Advanced Task Scheduling Mechanism”, 23rd International Conference on Computer and Information Technology (ICCIT), Dec. 19-21, 2020, Bangladesh.
  27. Chakrabarty A., Ritu A., Tanha P. M., Islam W. N., Islam S., “A Comparative Study On Gateway Selection In IoT”, International Conference on I-SMAC(IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Oct. 7-9, 2020.
  28. Saleque S., Spriha G. Z., Kamal M. R. I., Khan R. T., and Chakrabarty A. and Parvez M. Z., “Detection of Major Depressive Disorder using Signal Processing and Machine Learning Approaches”. IEEE Conference on Industrial Electronics and Applications (ICIEA), Nov. 9-13, 2020, Norway.
  29. Das J. K., Ghosh A., Pal A. K., Dutta S., Chakrabarty A., “Urban Sound Classification Using Convolutional Neural Network and Long Short Term Memory Based on Multiple Features”, International Conference On Intelligent Computing in Data Sciences (ICDS), Oct. 21-23, 2020, Morocco.
  30. Shahriar A., Faisal F., Mahmud S. U., Alam M. G. R., Chakrabarty A., “A Machine Learning Approach to Predict Vulnerability to Drug Addiction”, International Conference on Computer and Information Technology (ICCIT), 18-20 December 2019, Dhaka, Bangladesh.
  31. Sohan A. A., Ali M., Fairooz F., Rahman A. I., Chakrabarty A., and Kabir R.,” Indoor Positioning Techniques using RSSI from Wireless Devices”, International Conference on Computer and Information Technology (ICCIT), 18-20 December 2019, Dhaka, Bangladesh.
  32. Sayed A. E., Tasnia A., Chakrabarty A.,” Agent Based Fog Architecture using NDN and Trust
  33. Management for IoT”, TENCON 2019,17 - 20 October 2019, Bolgatty, Kochi, Kerala, India.
  34. Ahmed A., Islam S. and Chakrabarty A.,” Identification and Comparative Analysis of Potholes Using Image Processing Techniques”, TENSYMP IEEE Region 10 Symposium, 7-9 June 2019, Kolkata, India.
  35. Choudhury A. A., Khan R. H., Nahim N. Z., Tulon S. R., Islam S., and Chakrabarty A.,” Predicting Depression in Bangladeshi Undergraduates using Machine Learning”, TENSYMP IEEE Region 10 Symposium, 7-9 June 2019, Kolkata, India.
  36. Roy S. T., Aktar A., Aleem F. and Chakrabarty A.,” Machine LearningApproach for ECG Analysis and Predicting Different Heart Diseases”, TENSYMP IEEE Region 10 Symposium, 7-9 June 2019, Kolkata, India.
  37. Mahbub P., Abedin S. M., Rahman S. S, and Chakrabarty A., "A Possible Alternative Power Solution of Base Stations in Bangladesh”, International Conference on Energy and Power Engineering (ICEPE), 14-16 March 2019, Dhaka, Bangladesh.
  38. Roy S., Nanjiba S, Chakrabarty A.," Bitcoin Price Forecasting Using Time Series Analysis", 21st International Conference on Computer and Information Technology (ICCIT),21-23 December 2018, Dhaka, Bangladesh.
  39. Islam T., Chist T. A., Chakrabarty A.," A Deep Neural NetworkApproach for Crop Selection and Yield Prediction in Bangladesh", 6th IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC), Colombo, Sri Lanka, 6-8 December 2018.
  40. Islam T.Hussain N., Islam S., Chakrabarty A.," Detecting Adverse Drug Reaction with Data Mining and Predicting Its Severity with Machine Learning", 6th IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC), Colombo, Sri Lanka, 6-8 December 2018.
  41. Kabir M., Sadik F., Makamay O., Tasnia A., Chakrabarty A.," Public Vehicle ETA System using Machine Learning", 4th International Conference on Electrical Engineering and Information and Communication Technology (iCEEiCT),13-15 September 2018, Dhaka, Bangladesh.
  42. Anik A.I., Yeaser S., Hossain A.G.M. I., Chakrabarty A., "Player's performance Prediction in ODI Cricket Using Machine Learning Algorithms", 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT),13-15 September 2018, Dhaka, Bangladesh.
  43. Salama U., Sarker P. L., Chakrabarty A., “Enhanced Energy Detection Using Matched Filter for Spectrum Sensing in Cognitive Radio Networks”, The 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  44. Hasan F., Haque M.M., Khan M. R., Ruhi R. I., Chakrabarty A., “Implementation of Fuzzy Logic in Autonomous Irrigation System for Efficient Use of Water”, The 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  45. Hasan K., Islam S., Samio M. R. K., Chakrabarty A., “A Machine LearningApproach on Classifying Orthopedic PatientsBased on TheirBiomechanical Features”, The 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  46. Nipu N. A., Talukder S., Chakrabarty A., Islam S., “Human Identification Using WIFI Signal”, The 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  47. Dey A., Rafi R. Z., Parash S. H., Kundu S. and Chakrabarty A., “Fake News Pattern Recognition using Linguistic Analysis”, The 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  48. Noshin A., Mariam A., Khan J. A., Majed M. K., Chakrabarty A., “An Effective Infrastructure for Pocket Switch Network”, The 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  49. Hossain Y., Hossain I., Banik M., Hossain I. A., Chakrabarty A., “Embedded System based Bangla Intelligent Social Virtual Robot with Sentiment Analysis”, The 7th ICIEV and 2nd IcIVPR, June 25- 28, 2018, Fukuoka, Japan.
  50. Mostafi S., Khan F., Antar K. I., Chaki D., Chakrabarty A., “Traffic Analysis Using Decentralized SIoT ”, 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  51. Rasel A. A., Abdullah M. S., Chakrabarty A., “Learning Dictionary for Higher Secondary School Textbook in Bangladesh”, The 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  52. Khan S., Sultana S., Tasbih M., Islam S., Chakrabarty A., “Low Latency Image Processing of Transportation System Using Parallel Processing co-incident Multithreading (PPcM)”, The 7th ICIEV and 2nd IcIVPR, June 25-28, 2018, Fukuoka, Japan.
  53. Ananto R. A., ShahabA., Shohan J. A., Chakrabarty A.,” Aquatic Rover for Water Quality Testing and Helping in Pisciculture”, International Conference on Natural Science and Technology (ICNST'18), March 30-31, Chattagram, Bangladesh, 2018.
  54. Tasnia A., Sayed A. E., Alam M., Chakrabarty A.,” Image Processing Based Indoor Localization System for Assisting Visually Impaired People”, International Conference on Ubiquitous Positioning, Indoor Navigation and Location-Based Services (UPINLBS 2018), March 22- 23, Wuhan, China.
  55. Tasfe M., Chakrabarty A., Gossip: A Social Interest Based Routing Algorithm for Pocket Switched Network”, International Conference on Computer and Information Technology, Dec 22- 24, 2017.
  56. Tasfe M., Saha b. and Chakrabarty A. “Social Interest Based Routing Algorithm for Pocket Switched Network”, 5th IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC) 2017December 21-23, 2017.
  57. Sakib N., Jerin I., Khan N., Quader S., and Chakrabarty A.“IoT Security Algorithm Performance Analysis by Implementing in Raspberry Pi”, 5th IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC) 2017December 21-23, 2017.
  58. Hassan M., Mahmud S., Jasmin H., Azad T. B., and Chakrabarty A.,” A Game Theory Based Approach for Efficient Spectrum Allocation in Cognitive Radio Networks”, 5th IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC) 2017, December 21-23, 2017.
  59. A.A. Rasel, M.S. Abdullah, A. Chakrabarty., “English To Bangla Learning Dictionary For SecondarySchool Textbook In Bangladesh ”, International  Conference of Education, Research and Innovation (ICERI2017), pp. 4342-4345, Seville, Spain. 16-18 November 2017.
  60. Hassan M., Mahmud S., Jasmin H., Azad T. B., Chakrabarty A.,” Spectrum Allocation in Cognitive Radio Networks Based on Shapley Value”, International Conference on Data and Information Sciences (ICDIS-2017), to be held at Indira Gandhi National Tribal University, Amarkantak, M.P., India during November 17-18, 2017,
  61. Abir B M, Mahal S. N., Islam S., Chakrabarty A.,” BanglaHandwritten Character Recognition With Multilayer Convolutional Neural Network ”, International Conference on Data and Information Sciences (ICDIS-2017), to be held at Indira Gandhi National Tribal University, Amarkantak, M.P.
  62. , India during November 17-18, 2017.
  63. Tasnia A., Sayed A. E., Das K. D. J, HossainA., Chakrabarty A.,” Service Based Fog Computing Model for IoT”, IEEE International Conference on Collaboration and Internet Computing (CIC), 15-17 October 2017, San Jose, California, USA. Advances in Electrical Engineering (ICAEE), 28–30 September 2017, Dhaka, Bangladesh.
  64. Khan B.N., Saroar S.G, Telot M. A., Gomes S.R., Mostakim M., Chakrabarty A.,” A comparative approach to Email Classification Using Naive Bayes Classifier and Hidden Markov Model”, 4th International Conference on Advances in Electrical Engineering (ICAEE), 28–30 September 2017, Dhaka, Bangladesh.
  65. Tasnia A., Sayed A. E., Das K. D. J, Hossain A., Chakrabarty A.,” Comparative Analysis of Computation Models for IoT: Distributed Fog vs. Conventional Cloud”, 4th International Conference on Advances in Electrical Engineering (ICAEE), 28–30 September 2017, Dhaka, Bangladesh.
  66. Nasnin F, Islam N, Chakrabarty A.,” Security Analysis on Cognitive Radio Network”, International Conference on Smart Innovations in Communications and Computational Sciences (ICSICCS-2017), North West Group of Institutions, Moga, Punjab, India, 23-24 June 2017.
  67. Shakoor T, Rahman K, Rayta S. N., Chakrabarty A.,” Agricultural Production Output Prediction Using Supervised Machine Learning Techniques”, International Conference on Next Generation Computing Applications, IEEE NEXTCOMP2017. July 19-21, 2017, the Republic of Mauritius.
  68. Biswas A., Mustaquim S.M.S., Hasan R., Chakrabarty A.,” An EasilyDeployable System for Indoor Positioning Using Wi-Fi Network”, International Conference on Next Generation Computing Applications, IEEE NEXTCOMP2017. July 19-21, 2017, the Republic of Mauritius.
  69. Siddque T, Barua D., Ferdous Z., Chakrabarty A.,” Automated Farming Prediction”, Intelligent Systems Conference (IntelliSys) 2017, 7-8 September 2017, London, United Kingdom.
  70. Tasnia A., Sayed A. E., Das K. D. J, Hossain A., Chakrabarty A.,” IoT Infrastructure: Fog Computing Surpasses Cloud Computing”, International Conference on Internet of Things for Technological Development, Kadi Sarva Vishvavidyalaya, Gandhinagar, Gujrat, India during April 1-2,2017.
  71. Tasnia A., Sayed A. E., Das K. D. J, Hossain A., Chakrabarty A., “FOG Based Distributed IoT Infrastructure”, International Conference on Internet of Things, Data and Cloud Computing (ICC 2017). Cambridge city, Churchill College. University of Cambridge, United Kingdom. 22-23 March 2017.
  72. Barua R., Shadman S., Chakrabarty A.PNGP: A social relationship based routing algorithm for pocket switched network”, International Conference on Computer and Information Technology, Dec 18-20, 2016.
  73. Akther N., Chakrabarty A.,” A Survey-based Study on Lip Segmentation Techniques for Lip Reading Applications”, International Conference on Advanced Information and Communication Technology 2016 (ICAICT 2016), May 16-17, 2016.
  74. Barua R., Shadman S., Chakrabarty A.,” Pocket Switched Networks Routing: A Survey”, International Conference on  Advanced  Information and Communication Technology 2016 (ICAICT 2016), May 16-17, 2016.
  75. Sunnat S.M, Chakrabarty A.,” CHAAR: A Location Based Product Offer Advertisement App”, International Conference on Advanced Information and  Communication Technology 2016 (ICAICT 2016), May 16-17, 2016.
  76. Alam Z., Mostakim M, Biswas R., Chakrabarty A.,” Automatic Slice Growing Method Based 3D Reconstruction of Liver with its Vessels”, International Conference on Computer and Information Technology (ICCIT’13), December 21-23, 2013, Khulna, Bangladesh.
  77. Chakrabarty A., Martin Collier, “Low Complexity Routing Algorithm for RearrangeableSwitching Networks”, International Conference on Advanced Information Networking and Applications (AINA-2013), March 25-28, 2013, Barcelona, Spain.
  78. Chakrabarty A., Martin Collier, “A New Routing Algorithm for Symmetric Rearrangeable Networks and Emerging Applications”, International Conference on Computational Intelligence and Communication Networks (CICN2012), held 3-5 November 2012 in Mathura, India.
  79. Chakrabarty A., Collier M. “Efficient Implementation of Symmetric Multistage Repackable Networks”, International Conference on Computational Intelligence and Communication Networks (CICN2010), RGPV, Bhopal, 26-28 Nov 2010.
  80. Chakrabarty A., Collier M, Mukhopadhyay S. “Symmetric Rearrangeable Networks: Algorithms and Rearrangements Limits”, International Conference on Information Technology - New Generations (ITNG), April 12-14, 2010, Las Vegas, Nevada, USA.
  81. Chakrabarty A., Collier M, Mukhopadhyay S. "Matrix Based Nonblocking Routing Algorithm for Beneš Networks". International Conference on Future Computational Technologies and Applications (FUTURE COMPUTING 2009), Athens, Greece, November 15-20, 2009.
  82. Chakrabarty A., Collier M, Mukhopadhyay S. “Dynamic Path Selection Algorithm for Beneš Networks”. International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN2009), Indore, India, 23-25 July 2009.
  83. Chakrabarty A., Mansoor N, Razzak MA, Sobhan MA. “Handover Algorithm for Multi network Access Enabled Mobile Devices” International Conference on IT in Asia. Kuching, Sawarak, Malaysia, July 2007.
  84. Mansoor N, Chakrabarty A., Razzak MA, Sobhan MA. “Seamless Switching in Multiple-SIM Mobile Phone”, in National Conference on Electronics, Information and Telecommunication, Organized by Bangladesh Electronics Society (BES), Rajshahi, Bangladesh, 2007.
  85. Chowdhury SA, Mansoor N, Chakrabarty A., Ahmed F. “A Study on the Applications of Nonlinear Optical Loop Mirror (NOLM) in Optical Communications”, in National Conference on Electronics, Information, and Telecommunication, Organized by Bangladesh Electronics Society (BES), Rajshahi, Bangladesh, 2007.

April 5-16, 2023
While participating in the "International Faculty Exchange Program (IFEP)" at Chandigarh University, I taught undergraduate, postgraduate, and Ph.D. students. I also had the opportunity to engage in open discussions with faculty members regarding current research topics in computer science and shared my insights on research approaches. Furthermore, I actively participated in strategic meetings where I provided input toward the design of the Bachelor of Computer Application curriculum. It is worth noting that Chandigarh University made an impressive debut in the 2023 QS World Rankings, securing a rank of 801-1000 and becoming the youngest university in the world to achieve such a feat.
December 18-24, 2016
As part of the Erasmus+ ICM program, I participated in a faculty exchange program at Middle East Technical University (METU) in Ankara, Turkey. METU is globally recognized as one of the top universities in Europe. I was the sole candidate selected from Bangladesh and spent one week as a visiting faculty member in the Computer Engineering School. During my time at METU, I had the opportunity to present my research to both undergraduate students and faculty members.
 

Thesis

Accepting


As:

  • Supervisor
  • Co-supervisor

Level:

Undergraduate & Postgraduate

Type:

  • Thesis
  • Project
  • Internship

Research Interest

I'm interested in working in the Internet of Things, Machine Learning, Deep Learning, Computer Vision, LLM models, and Networking. Some of my recent published works have predominantly revolved around leveraging deep learning techniques in various domains such as medical imaging, agriculture, and more. Students who want to collaborate with me can get involved in some of the existing ongoing research projects or propose their ideas on the domains mentioned above for independent, undergraduate, or postgraduate research. 

Some of the recent publications from my team:

 

  1. https://ieeexplore.ieee.org/document/10055787/
  2. https://ieeexplore.ieee.org/document/10100703/
  3. https://ieeexplore.ieee.org/document/10152110/
  4. https://ieeexplore.ieee.org/document/9532572/
  5. https://www.mdpi.com/1424-8220/23/7/3751
  6. https://ieeexplore.ieee.org/document/10100703
  7. https://www.mdpi.com/2306-5354/10/1/99
  8. https://www.hindawi.com/journals/jhe/2022/1122536/

Synopsis



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