Team Details

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Dr. Mohammad Firoz Mridha

Associate Professor | Department of Computer Science

Founder & Research Director || Advisor || Head of the Department

Contact:

Advanced Machine Intelligence Research Lab
(AMIRL), Block-B, Banani. Dhaka-1213, Bangladesh

E-mail:
firoz.mridha@aiub.edu
Telephone:

Office:
Cell: 01674791594

Publication Profile:
Google Scholar Research Gate
Web Page & Social Link:
Web Page Github LinkedIn Kaggle

 

Education:

 

          Ph.D.            : Computer Science & Engineering (AI, ML), 2017

                                 Department of Computer Science & Engineering, Jahangirnagar University, Savar,

                                 Dhaka, Bangladesh.

                               

         

Dr. M. F. Mridha (Senior Member, IEEE) is currently working as an Associate Professor in the Department of Computer Science, at American International University-Bangladesh (AIUB). Before that, he worked as an Associate Professor and Chairman in the Department of Computer Science and Engineering, at Bangladesh University of Business and Technology (BUBT). He also worked as a CSE department faculty member at the University of Asia Pacific and as a graduate head from 2012 to 2019. He received his Ph.D. in AI/ML from Jahangirnagar University in the year 2017. His research experience, within both academia and industry, results in over 120 journal and conference publications. His research work contributed to the reputed Journal of Scientific Reports Nature, Knowledge-Based Systems, Artificial Intelligence Review, IEEE Access, Sensors, Cancers, Biology and Applied Sciences, etc. His research interests include artificial intelligence (AI), machine learning, deep learning, and natural language processing (NLP). For more than 10 (Ten) years, he has been with the masters and undergraduate students as a supervisor of their thesis work. His research interests include artificial intelligence (AI), machine learning, natural language processing (NLP), big data analysis, etc. He has served as a program committee member in several international conferences/workshops. He served as an Academic editor of several journals including PLOS ONE Journal. He has served as a reviewer of reputed journals like IEEE Transactions on Neural Networks,  IEEE Access, Knowledge Base System, Expert System, Bioinformatics, Springer Nature, MDPI, etc., and conferences like ICCIT, HONET, ICIEV, IJCCI, ICAEE, ICCAIE, ICSIPA, SCORED, ISIEA, APACE, ICOS, ISCAIE, BEIAC, ISWTA, IC3e, ISWTA, CoAST, icIVPR, ICSCT, 3ICT, DATA21, etc.

Teaching Experience (More than 16 years of Active Teaching Experience)

 

          Associate Professor: January 2022 to current Date

          Department of Computer Science, American International University-Bangladesh (AIUB), Dhaka, Bangladesh

 

 Responsibilities: Conducting courses, thesis, and project supervision, performing research, curriculum development, and student advising.

 

         Associate Professor: June 2019 to January 2022

          Department of Computer Science and Engineering, Bangladesh University of Business and Technology

         (BUBT), Dhaka, Bangladesh

 

 Responsibilities: Conducting courses, thesis, and project supervision, performing research, curriculum development, and student advising.

 

          Assistant Professor: May 2012 to May 2019

          Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh

 

Responsibilities: Conducting courses at undergraduate and graduate levels, thesis and project supervision, performing research, curriculum development, and student advising.

 

Assistant Professor: December 2011 to May 2012

         Department of Computer Science and Engineering, Stamford University, Dhaka, Bangladesh

 

Responsibilities: Conducting courses at undergraduate and graduate levels, thesis and project supervision, performing research, curriculum development, and student advising.

 

Senior Lecturer: December 2010 to November 2011

         Department of Computer Science and Engineering, Stamford University, Dhaka, Bangladesh

 

Responsibilities: Conducting courses at undergraduate, thesis, and project supervision, performing research, curriculum development, and student advising.

 

Lecturer:  June 2007 to December 2010

Department of Computer Science and Engineering, Stamford University, Dhaka, Bangladesh

 

Responsibilities: Conducting courses at the undergraduate level, thesis and project supervision, performing research, curriculum development, and student advising.

 

Lecturer: September/2004 to June 2007

         Department of Computer Science and Engineering, MICROLAND International Institute of Computer and

         Electronics(IICE).

 

Responsibilities: Conducting courses at undergraduate, thesis, and project supervision, performing research, and student advising.

 

Administrative Responsibility:

         

         Chairman: December 2020 to January 2022e

          Department of Computer Science and Engineering, Bangladesh University of Business and Technology

         (BUBT), Dhaka, Bangladesh

 

         MCSE Coordinator (Head): September 2013 to May 2019

          MCSE Program, Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh

 

Responsibilities: Conducting classes, Curriculum Development, and Research Development.

 

 

 

Training: #Computational AI and Machine Learning Course in Julia

                 #e-Learning, JICA Bangladesh

 

Contribution to the University Administration:

Activities Assigned by Universities Authorities in addition to own duties:

  • Coordinator, MCSE Programme from 2013 to May 2019. 
  • Convener, CSE Admission Committee.
  • Examination Committee member of CSE dept.  from 2013 to May 2019. 
  • Organizing Member of ICCIT 2017, ACM-ICPC 2017, ACM-ICPC and NCPC 2016.
  • Chair, Invitation and Registration Committee, ICCIT 2017.
  • Chair, Invitation and Registration Committee, ACM-ICPC 2017.
  • Chair, Invitation and Registration Committee, ACM-ICPC 2016.
  • Chair, Invitation and Registration Committee, NCPC 2016.

         

Conferences (as a TPC Member)

  • IEEE Asia-Pacific Conference on Applied Electromagnetics (APACE) 2010
  • International Conference on Computer Applications and Industrial Electronics (ICCAIE) 2011
  • IEEE Symposium on Wireless Technology & Applications (ISWTA) 2012
  • IEEE Symposium on Wireless Technology & Applications (ISWTA) 2013
  • Symposium on Industrial Electronics & Applications (ISIEA) 2013
  • IEEE Student Conference on Research and Development (SCOReD) 2014 
  • International Conference on Signal and Image Processing Applications (ICSIPA) 2015
  • IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) 2017
  • IEEE Conference on e-Learning, e-Management and e-Services (IC3e) 2017
  • International Conference on Informatics, Electronics & Vision- ICIEV, 2017
  • IEEE Region 10 Humanitarian Technology Conference (R10-HTC) 2017
  • International Conference on Computer and Information Technology (ICCIT) 2017
  • International Conference on Electronics Representation and Algorithm 2019
  • International Colloquium on Sport Science, Exercise, Engineering and Technology (ICoSSEET 2020)
  • Virtual Conference on Engineering and Technology 2020 (ViCET 2020)
  •  International Conference on Innovation and Intelligence for Informatics, Computing,
  • and Technologies 2020
  • International Conference on Electronic Design (ICED) 2020
  • Inter Journal of Computing and Digital Systems'2020
  • IEEE HONET 2020, NC, USA
  • ICCA 2020,2022
  • ICIEV, 2015-2021
  • BIM, 2021

List of Publications:

 

Journal Publications:

 

 

  1. M. S. H. Shovon, S. J. Mozumder, O. K. Pal, M. F. Mridha, N. Asai and J. Shin, "PlantDet: A Robust Multi-Model Ensemble Method Based on Deep Learning for Plant Disease Detection," in IEEE Access, vol. 11, pp. 34846-34859, 2023, doi: 10.1109/ACCESS.2023.3264835. (SCI,Q1, IF=3.476)

 

  1. K. Mridha, M. M. Uddin, J. Shin, S. Khadka and M. F. Mridha, "An Interpretable Skin Cancer Classification Using Optimized Convolutional Neural Network for a Smart Healthcare System," in IEEE Access, vol. 11, pp. 41003-41018, 2023, doi: 10.1109/ACCESS.2023.3269694. (SCI,Q1, IF=3.476)

 

  1. Mohammad, Zabir, Arif Reza Anwary, Muhammad Firoz Mridha, Md Sakib Hossain Shovon, and Michael Vassallo. 2023. "An Enhanced Ensemble Deep Neural Network Approach for Elderly Fall Detection System Based on Wearable Sensors" Sensors 23, no. 10: 4774. https://doi.org/10.3390/s23104774. (SCIE,Q2, IF=3.847)

 

  1. K. Mridha, S. Ghimire, J. Shin, A. Aran, M. M. Uddin and M. F. Mridha, "Automated Stroke Prediction Using Machine Learning: An Explainable and Exploratory Study with a Web Application for Early Intervention," in IEEE Access, vol. 11, pp. 52288-52308, 2023, doi: 10.1109/ACCESS.2023.3278273. (SCI,Q1, IF=3.476)

 

  1. Hosen, Sabbir, Jannatul Ferdous Eva, Ayman Hasib, Aloke Kumar Saha, M. F. Mridha, and Anwar Hussen Wadud. "HQA-Data: A Historical Question Answer Generation Dataset from Previous Multi Perspective Conversation." Data in Brief (2023): 109245. (Scopus, Q2)

 

  1. Islam, Md. Reazul, Md. Mohsin Kabir, Muhammad Firoz Mridha, Sultan Alfarhood, Mejdl Safran, and Dunren Che. 2023. "Deep Learning-Based IoT System for Remote Monitoring and Early Detection of Health Issues in Real-Time" Sensors 23, no. 11: 5204. https://doi.org/10.3390/s23115204. (SCIE,Q2, IF=3.847)

 

  1. M. F. Mridha, Zabir Mohammad, Muhammad Mohsin Kabir, Aklima Akter Lima, Sujoy Chandra Das, Md. Rashedul Islam, and Yutaka Watanobe, “An Unsupervised Writer Identification based on Generating Clusterable Embeddings", Computer Systems Science and Engineering 2023, 46(2), 2059-2073. https://doi.org/10.32604/csse.2023.032977. (Q3, IF=4.397)

 

  1. Ahsanul Akib, Kamruddin Nur, Suman Saha, Jannatul Ferdous Srabonee , and M. F. Mridha,” Computer Vision-Based IoT Architecture for Post COVID-19 Preventive Measures", JAIT 2023 Vol.14(1): 7-19, doi: 10.12720/jait.14.1.7-19. (Q2, IF=2.838).

 

  1. Mridha M. F., MorolM. K., AliM. A., and SHOVONM. S. H., “convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer”, AJSE, vol. 22, no. 1, pp. 53 - 81, May 2023. https://doi.org/10.53799/ajse.v22i1.477 (Scopus, Q4)

 

  1. Mridha, M. F.,Prodeep, Akibur Rahman,Hoque, A. S. M. Morshedul,Islam, Md. Rashedul,Lima, Aklima Akter,Kabir, Muhammad Mohsin,Hamid, Md. Abdul,Watanobe, Yutaka,"A Comprehensive Survey on the Progress, Process, and Challenges of Lung Cancer Detection and Classification",SP-5905230,VL-2022,SN-2040-2295, Journal of Healthcare Engineering, Hindawi. https://doi.org/10.1155/2022/5905230. (Q2, IF=3.822)

 

  1. Wadud, Md. Anwar Hussen, Mohammed Alatiyyah, and M. F. Mridha. 2023. "Non-Autoregressive End-to-End Neural Modeling for Automatic Pronunciation Error Detection", Applied Sciences 13, no. 1: 109. https://doi.org/10.3390/app13010109. (Q2, IF=2.838)

 

  1. Mohammad, Zabir, Muhammad Mohsin Kabir, Muhammad Mostafa Monowar, Md Abdul Hamid, and Muhammad Firoz Mridha. 2022. "Self-Writer: Clusterable Embedding Based Self-Supervised Writer Recognition from Unlabeled Data" Mathematics 10, no. 24: 4796. https://doi.org/10.3390/math10244796. (Q1, IF=2.592)

 

  1. K. M. Hasib, A. Tanzim, J. Shin, K. O. Faruk, J. A. Mahmud and M. F. Mridha, "BMNet-5: A Novel Approach of Neural Network to Classify the Genre of Bengali Music Based on Audio Features," in IEEE Access, vol. 10, pp. 108545-108563, 2022, doi: 10.1109/ACCESS.2022.3213818. (Q1, IF=3.476)

 

  1. J. A. Mahmud, B. C. Das, J. Shin, K. M. Hasib, R. Sadik and M. F. Mridha, "3D Gesture Recognition and Adaptation for Human–Robot Interaction," in IEEE Access, vol. 10, pp. 116485-116513, 2022, doi: 10.1109/ACCESS.2022.3218679. (Q1, IF=3.476)

 

  1. Shovon, Md Sakib Hossain, Md Jahidul Islam, Mohammed Nawshar Ali Khan Nabil, Md Mohimen Molla, Akinul Islam Jony, and M. F. Mridha. "Strategies for Enhancing the Multi-Stage Classification Performances of HER2 Breast Cancer from Hematoxylin and Eosin Images." Diagnostics 12, no. 11 (2022): 2825. (Q2, IF=3.992)

 

  1. Keya, Ashfia Jannat, Md. Anwar Hussen Wadud, M. F. Mridha, Mohammed Alatiyyah, and Md. Abdul Hamid. 2022. "AugFake-BERT: Handling Imbalance through Augmentation of Fake News Using BERT to Enhance the Performance of Fake News Classification" Applied Sciences 12, no. 17: 8398. https://doi.org/10.3390/app12178398. (Q2, IF=2.83)

 

  1. M. Anwar Hussen Wadud, M. F. Mridha, J. Shin, K. Nur and A. Kumar Saha, "Deep-Bert: transfer learning for classifying multilingual offensive texts on social media," Computer Systems Science and Engineering 2023, 44(2), 1775-1791. https://doi.org/10.32604/csse.2023.027841 (Q3, IF=4.397)

 

  1. Md. Anwar Hussen Wadud, Muhammad Mohsin Kabir, M.F. Mridha, M. Ameer Ali, Md. Abdul Hamid, Muhammad Mostafa Monowar, “How can we manage Offensive Text in social media - A Text Classification Approach using LSTM-BOOST”, International Journal of Information Management Data Insights,Volume 2, Issue 2,2022,100095,ISSN 2667-0968,https://doi.org/10.1016/j.jjimei.2022.100095.  (Scopus, Q1)

 

  1. Fahima Khanam, Farha Akhter Munmun, Nadia Afrin Ritu, Aloke Kumar Saha, and M. F. Mridha,” Text to Speech Synthesis: A Systematic Review, Deep Learning Based Architecture and Future Research Direction” JAIT 2022.(Scopus, Q2)

 

  1. M. F. Mridha, Abu Quwsar Ohi, Md. Abdul Hamid, Muhammad Mostafa Monowar "A Study on the Challenges and Opportunities of Speech Recognition for Bengali Language," Artificial Intelligence Review (2021). https://doi.org/10.1007/s10462-021-10083-3. (Q1, IF=9.588) (Top 1%)

 

  1. M. F. Mridha, M. A. H. Wadud, M. A. Hamid, M. M. Monowar, M. Abdullah-Al-Wadud and A. Alamri, "L-Boost: Identifying Offensive Texts from Social Media Post in Bengali," in IEEE Access, doi: 10.1109/ACCESS.2021.3134154. (Q1, IF=3.367)

 

  1. Abu Quwsar Ohi, M. F. Mridha, Farisa Benta Safir, Md. Abdul Hamid, Muhammad Mostafa Monowar, “AutoEmbedder: A semi-supervised DNN embedding system for clustering,” Knowledge-Based Systems, Volume 204, 2020, 106190, ISSN 0950-7051. https://doi.org/10.1016/j.knosys.2020.106190. (Q1, IF=8.038) (Top 10%)

 

  1. Lima, Aklima A., M. F. Mridha, Sujoy C. Das, Muhammad M. Kabir, Md. R. Islam, and Yutaka Watanobe. 2022. "A Comprehensive Survey on the Detection, Classification, and Challenges of Neurological Disorders" Biology 11, no. 3: 469. https://doi.org/10.3390/biology11030469. (Q1, IF=5.079)

 

  1. Monowar, Muhammad M., Md. A. Hamid, Abu Q. Ohi, Madini O. Alassafi, and M. F. Mridha. 2022. "AutoRet: A Self-Supervised Spatial Recurrent Network for Content-Based Image Retrieval" Sensors 22, no. 6: 2188. https://doi.org/10.3390/s22062188. (Q1, IF=3.576)

 

  1. Monowar, Muhammad M., Md. A. Hamid, Faris A. Kateb, Abu Q. Ohi, and M. F. Mridha. 2022. "Self-Supervised Clustering for Leaf Disease Identification" Agriculture 12, no. 6: 814. https://doi.org/10.3390/agriculture12060814 (Q1, IF=2.925)

 

  1. M. A. H. Wadud, M. F. Mridha, and M. M. Rahman, “Word Embedding Methods for Word Representation in Deep Learning for Natural Language Processing”, eijs, vol. 63, no. 3, pp. 1349–1361, Mar. 2022. DOI: https://doi.org/10.24996/ijs.2022.63.3.37 (Scopus, Q3)
  2. Md. Mohsin Kabir, Adit Ishraq, Kamruddin Nur, and M. F. Mridha,” Content-Based Image Retrieval Using AutoEmbedder” JAIT 2022 Vol.13(3): 240-248, doi: 10.12720/jait.13.3.240-248 (Scopus, Q2)

 

  1. M. F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Ashfia Jannat Keya, Abu Quwsar Ohi, Md Rashedul Islam, Jong-Myon Kim,” A Comprehensive Survey on Deep Learning Based Breast Cancer Diagnosis” Journal: Cancers, 2021; 13(23):6116. https://doi.org/10.3390/cancers13236116 (Q1, IF=6.639)

 

  1. M. F. Mridha, Aklima Akter Lima, Kamruddin Nur, Sujoy Chandra Das, Mahmud Hasan, and Md. Mohsin Kabir, “Automatic Text Summarization: Fundamental Theories, Algorithms, and Challenges” in IEEE Access, vol. 9, pp. 156043-156070, 2021, doi: 10.1109/ACCESS.2021.3129786 (Q1, IF=3.367)

 

  1. M. F. Mridha, Ashfia Jannat Keya, Md. Abdul Hamid, Muhammad Mostafa Monowar, Md. Saifur Rahman, “A Comprehensive Review on Fake News Detection with Deep Learning” in IEEE Access, vol. 9, pp. 156151-156170, 2021, doi: 10.1109/ACCESS.2021.3129329. (Q1, IF=3.367)

 

  1. Abu Quwsar Ohi, M. F. Mridha, Muhammad Mostafa Monowar, Md. Abdul Hamid (December 2020), "Optimal control of epidemic spread using reinforcement learning” In: Scientific Reports – Nature, 2020, doi: https://doi.org/10.1038/s41598-020-79147-8. (Q1, IF=4.379) (Top 10%)

 

  1. M. F. Mridha, Abu Quwsar Ohi, J. Shin, Muhammad M. Kabir, Md. Abdul Hamid, Muhammad Mostafa Monowar, “A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts” in IEEE Access, vol. 9, pp. 132329-132341, 2021, doi: 10.1109/ACCESS.2021.3114799. (Q1, IF=3.367)

 

  1. M. F. Mridha, Abu Quwsar Ohi, Muhammad Mostafa Monowar, Md. Abdul Hamid, Md Rashedul Islam *, Yutaka Watanobe “U-vectors: Generating clusterable speaker embedding from unlabeled data”, in Applied Sciences. 2021; 11(21):10079. https://doi.org/10.3390/app112110079. (Q2, IF=2.679)

 

  1. Mridha, M. F., Sujoy C. Das, Muhammad M. Kabir, Aklima A. Lima, Md. R. Islam, and Yutaka Watanobe. 2021. "Brain-Computer Interface: Advancement and Challenges" in Sensors, 2021, no. 17: 5746. https://doi.org/10.3390/s21175746. (Q1, IF=3.576)

 

  1. Faris A Kateb, Muhammad Mostafa Monowar *, Md. Abdul Hamid, M. F. Mridha, Abu Quwsar Ohi, “FruitDet: Attentive Feature Aggregation for Real-time Fruit Detection in Orchards” Agronomy. 2021; 11(12):2440. https://doi.org/10.3390/agronomy11122440 (Q1, IF=3.417)

 

  1. M. M. Kabir, M. F. Mridha, J. Shin, I. Jahan and A. Q. Ohi, "A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities," in IEEE Access, vol. 9, pp. 79236-79263, 2021, doi: 10.1109/ACCESS.2021. 3084299. (Q1, IF=3.367)

 

  1. A. Q. Ohi, M. F. Mridha, M. A. Hamid, M. M. Monowar and F. A. Kateb, "FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets," IEEE Access, vol. 9, pp. 13224-13236, 2021, doi: 10.1109/ACCESS.2021.3051980. (Q1, IF=3.367)

 

  1. A. Q. Ohi, M. F. Mridha, M. A. Hamid and M. M. Monowar, "Deep Speaker Recognition: Process, Progress, and Challenges," in IEEE Access, vol. 9, pp. 89619-89643, 2021, doi: 10.1109/ACCESS.2021.3090109. (Q1, IF=3.367)

 

  1. Rakib Ul Haque, M. F. Mridha, Md. Abdul Hamid, M. Abdullah-Al-Wadud and Md.Saiful Islam, “Bengali Stop Word and Phrase Detection Mechanism” Arabian Journal for Science and Engineering, Vol. 45, 3355-3368(2020), Springer Nature. doi: https://doi.org/10.1007/s13369-020-04388-8. (Q2, IF=2.334)

 

  1. M. F. Mridha, Abu Quwsar Ohi, M. Ameer Ali, Mazedul Islam Emon, Muhammad Mohsin Kabir, “BanglaWriting: A multi-purpose offline Bangla handwriting dataset,” Data in Brief, Volume 34, 2021, 106633, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2020.106633. (Scopus, Q2)

 

  1. Md. Abdul Hamid, Marjia Akter, M. F. Mridha, Muhammad Mostafa Monowar and Madini O. Alassafi, “A Comprehensive Study on Intrusion and Extrusion Phenomena” International Journal of Advanced Computer Science and Applications (IJACSA), 12(8), 2021. http://dx.doi.org/10.14569/IJACSA.2021.0120899. (Scopus, Q3)

 

  1. M. F. Mridha, Md. Al Imran, Md. Anwar Hussen Wadud and Md. Abdul Hamid. “An Improved User Anonymous Secure Authentication Protocol for Healthcare System Using Wireless Medical Sensor Network,” International Journal of Computing and Digital Systems ISSN (2210-142X) Int. J. Com. Dig. Sys. #, No.# (2021) (Q3)

 

  1. M. F. Mridha, Molla Rashied Hussein, Md. Musfiqur Rahaman, Jugal Krishna Das “A Proficient Autonomous Bangla Semantic Parser for Natural Language Processing”, ARPN Journal of Engineering and Applied Sciences 10, no. 15 (2015): 6398-6403. (Q3)

 

  1. M. F. Mridha, Aloke Kumar Saha, Md. Akhtaruzzaman Adnan, Molla Rashied Hussain and Jugal Krishna Das,”Design and Implementation of an Efficient Enconverter for Bangla  Language”, ARPN Journal of Engineering and Applied Sciences 10, no. 15 (2015): 6543-6548. (Q3)

 

  1. Muhammad F. Mridha, Aloke Kumar Saha, Mahadi hasan and Jugal Krishna Das,“ Solving Semantic Problem of Phrases in NLP Using Universal Networking Language (UNL),” International Journal of Advanced Computer Science and Applications(IJACSA), Special Issue on Natural Language Processing 2014, 2014. http://dx.doi.org/10.14569/SpecialIssue.2014.040103. (Q3)

 

  1. Aloke Kumar Saha, Muhammad F. Mridha,  Shammi Akhtar  and Jugal Krishna Das,“, Attribute Analysis for Bangla Words for Universal Networking Language (UNL)” International Journal of Advanced Computer Science and Applications(IJACSA), 4(1), 2013. http://dx.doi.org/10.14569/IJACSA.2013.040125. (Q3)

 

  1. Wadud M. A. H., Mridha D. F., and Nur D. K., “COVID-19: Risk Analysis in South Asia with Respect to Europe and North America”, AJSE, vol. 20, No. 3, pp. 97 - 106, Sep. 2021. https://doi.org/10.53799/ajse.v20i3.196 (Scopus) (Q4)

 

 

Book Chapters:

 

  1. Kabir M.M., Ohi A.Q., Mridha M. F. (2021) A Multi-Plant Disease Diagnosis Method Using Convolutional Neural Network. In: Uddin M.S., Bansal J.C. (eds) Computer Vision and Machine Learning in Agriculture. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-33-6424-0_7

 

  1. Islam T., Zinat S.M., Sukhi S., Mridha M. F. (2022) A Comprehensive Study on Attention-Based NER. In: Khanna A., Gupta D., Bhattacharyya S., Hassanien A.E., Anand S., Jaiswal A. (eds) International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1388. Springer, Singapore. https://doi.org/10.1007/978-981-16-2597-8_57

 

  1. Billah S.N., Hossain F., Mridha M. F. (2022) Land Rights Documentation and Verification System Using Blockchain Technology. In: Khanna A., Gupta D., Bhattacharyya S., Hassanien A.E., Anand S., Jaiswal A. (eds) International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1394. Springer, Singapore. https://doi.org/10.1007/978-981-16-3071-2_31

 

  1. Ibrahim Mamun M., Rahman A., Mridha M. F., Hamid M.A. (2021) AlziHelp: An Alzheimer Disease Detection and Assistive System Inside Smart Home Focusing 5G Using IoT and Machine Learning Approaches. In: Singh Pundir A.K., Yadav A., Das S. (eds) Recent Trends in Communication and Intelligent Systems. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-16-0167-5_12

 

  1. Jahidul Islam Razin M., Abdul Karim M., Mridha M. F., Rafiuddin Rifat S.M., Alam T. (2021) A Long Short-Term Memory (LSTM) Model for Business Sentiment Analysis Based on Recurrent Neural Network. In: Karuppusamy P., Perikos I., Shi F., Nguyen T.N. (eds) Sustainable Communication Networks and Application. Lecture Notes on Data Engineering and Communications Technologies, vol 55. Springer, Singapore. https://doi.org/10.1007/978-981-15-8677-4_1

 

  1. Amzad Hossain M., Suvo I.A., Ray A., Ariful Islam Malik M., Mridha M. F. (2021) Number Plate Recognition System for Vehicles Using Machine Learning Approach. In: Gupta D., Khanna A., Bhattacharyya S., Hassanien A.E., Anand S., Jaiswal A. (eds) International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1166. Springer, Singapore. https://doi.org/10.1007/978-981-15-5148-2_69

 

  1. Sani S.H., Rony A., Karim F.I.,., Mridha M. F Abdul Hamid M. (2021) Evaluate and Predict Concentration of Particulate Matter (PM2.5) Using Machine Learning Approach. In: Gupta D., Khanna A., Bhattacharyya S., Hassanien A.E., Anand S., Jaiswal A. (eds) International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1166. Springer, Singapore. https://doi.org/10.1007/978-981-15-5148-2_67

 

  1. Mehera P., Mridha M. F., Begum N., Mohaiminul Islam M. (2020) Internal Abnormalities’ Detection of Human Body Analyzing Skin Images Using Convolutional Neural Network. In: Uddin M.S., Bansal J.C. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-15-3607-6_49

 

  1. Mridha M. F., Rafiq J.I., Zaman W.U. (2020) Two-Dimensional Hybrid Authentication for ATM Transactions. In: Kolhe M., Tiwari S., Trivedi M., Mishra K. (eds) Advances in Data and Information Sciences. Lecture Notes in Networks and Systems, vol 94. Springer, Singapore. https://doi.org/10.1007/978-981-15-0694-9_19

 

  1. Hasan R., Chakraborti S., Zonieed Hossain M., Ahamed T., Abdul Hamid M., Mridha M. F. (2020) Character and Mesh Optimization of Modern 3D Video Games. In: Kolhe M., Tiwari S., Trivedi M., Mishra K. (eds) Advances in Data and Information Sciences. Lecture Notes in Networks and Systems, vol 94. Springer, Singapore. https://doi.org/10.1007/978-981-15-0694-9_60

 

  1. Akter M., Dip G.D., Mira M.S., Abdul Hamid M., Mridha M. F. (2020) Construing Attacks of Internet of Things (IoT) and A Prehensile Intrusion Detection System for Anomaly Detection Using Deep Learning Approach. In: Khanna A., Gupta D., Bhattacharyya S., Snasel V., Platos J., Hassanien A. (eds) International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1059. Springer, Singapore. https://doi.org/10.1007/978-981-15-0324-5_37

 

  1. Mridha M. F., Abdul Hamid M., Asaduzzaman M. (2020) Issues of Internet of Things (IoT) and an Intrusion Detection System for IoT Using Machine Learning Paradigm. In: Uddin M., Bansal J. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-13-7564-4_34

 

  1. Saha A.K., Mridha M. F., Rafiq J.I., Das J.K. (2019) Information Extraction from Natural Language Using Universal Networking Language. In: Bhatia S., Tiwari S., Mishra K., Trivedi M. (eds) Advances in Computer Communication and Computational Sciences. Advances in Intelligent Systems and Computing, vol 924. Springer, Singapore. https://doi.org/10.1007/978-981-13-6861-5_24

 

 

Conference Publications:

 

  1. Ishraq, A., Arafah, S., Mim, S.A., Shammey, N.J., Mridha, F., Rahman, M.S. (2023). Cassava Leaf Disease Classification Using Supervised Contrastive Learning. In: Satu, M.S., Moni, M.A., Kaiser, M.S., Arefin, M.S. (eds) Machine Intelligence and Emerging Technologies. MIET 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 490. Springer, Cham. https://doi.org/10.1007/978-3-031-34619-4_6
  2. Nusrat Jahan Shammey,Adit Ishraq, Sayefa Arafah, Sadiya Akter Mim, M. Firoz Mridha,“Classification of Rice Varieties using ResNet-18 Networks” in International Conference on Machine Intelligence and Emerging Technologies 2022 (MIET 2022), Bangladesh.
  3. Md. Abdullah Al Noman Majumder, Eimon Hossain Taief, Md. Nurul Amin Bhuiyan, M.F. Mridha and Aloke Kumar Saha, "Eliminating racial bias at the time of detection Melanoma using Convolution Neural Network (CNN)", In: Raju Pal and Praveen Kumar Shukla (eds), SCRS Conference Proceedings on Intelligent Systems, SCRS, India, 2022, pp. 271-285. https://doi.org/10.52458/978-93-91842-08-6-27
  4. Rahman, A., Al Foisal, M.H., Rahman, M.H., Miah, M.R., Mridha, M.F. (2022). Deep-CNN for Plant Disease Diagnosis Using Low Resolution Leaf Images. In: Chen, J.IZ., Wang, H., Du, KL., Suma, V. (eds) Machine Learning and Autonomous Systems. Smart Innovation, Systems and Technologies, vol 269. Springer, Singapore. https://doi.org/10.1007/978-981-16-7996-4_33
  5. M. D. S. Alam, M. D. S. Rahman, M. D. I. Hosen, K. A. Mubin, S. Hossen and M. F. Mridha, "Bahdanau Attention Based Bengali Image Caption Generation," 2022 International Conference on Decision Aid Sciences and Applications (DASA), 2022, pp. 1073-1077, doi: 10.1109/DASA54658.2022.9765268.

 

  1. A. Ishraq, A. A. Lima, M. M. Kabir, M. S. Rahman and M. F. Mridha, "Assessment of Building Damage on Post-Hurricane Satellite Imagery using improved CNN," 2022 International Conference on Decision Aid Sciences and Applications (DASA), 2022, pp. 665-669, doi: 10.1109/DASA54658.2022.9765025.

 

  1. R. Jani, M. Shariful Islam Shanto, M. Mohsin Kabir, M. Saifur Rahman and M. F. Mridha, "Heart Disease Prediction and Analysis Using Ensemble Architecture," 2022 International Conference on Decision Aid Sciences and Applications (DASA), 2022, pp. 1386-1390, doi: 10.1109/DASA54658.2022.9765237.

 

  1. F. Arefin Nazira, S. Gosh, K. Nur, S. Poul Singh and M. F. Mridha, "Ensure Safe Internet for Children and Teenagers Using Deep Learning," 2022 International Conference on Decision Aid Sciences and Applications (DASA), 2022, pp. 395-400, doi: 10.1109/DASA54658.2022.9765035.
  2. A. R. Prodeep, A. S. M. Morshedul Hoque, M. M. Kabir, M. Saifur Rahman and M. F. Mridha, "Plant Disease Identification from Leaf Images using Deep CNN’s EfficientNet," 2022 International Conference on Decision Aid Sciences and Applications (DASA), 2022, pp. 523-527, doi: 10.1109/DASA54658.2022.9765063.

 

  1. Z. Mohammad, I. Jahan, M. M. Kabir, M. A. Ali and M. F. Mridha, "An Offline Writer-independent Signature Verification System using AutoEmbedder," 2021 24th International Conference on Computer and Information Technology (ICCIT), 2021, pp. 1-6, doi: 10.1109/ICCIT54785.2021.9689780.

 

  1. Farzana Arefin Nazira, Md. Mohsin Kabir, Shorna Rani Das, M. F. Mridha, “Depression Detection Using Convolutional Neural Networks” Accepted (IEEE SPICSCON 2021)

 

  1. F. A. Nazira, M. I. Uddin, M. H. Raju, S. Hossain, M. N. Rahman and M. F. Mridha, "Face Recognition Based Driver Detection System," 2021 International Conference on Data Analytics for Business and Industry (ICDABI), 2021, pp. 572-577, doi: 10.1109/ICDABI53623.2021.9655889.

 

  1. M. Sahrial Alam, M. S. Rahman, M. I. Hosen, K. A. Mubin, S. Hossen and M. F. Mridha, "Comparison of Different CNN Model used as Encoders for Image Captioning," 2021 International Conference on Data Analytics for Business and Industry (ICDABI), 2021, pp. 523-526, doi: 10.1109/ICDABI53623.2021.9655846.

 

  1. Md. Abdullah Al Noman Majumder, Eimon Hossain Taief, Md. Nurul Amin Bhuiyan, Aloke Kumar Saha and M. F. Mridha, “Eliminating racial bias at the time of detection Melanoma using Convolution Neural Network (CNN)”, 5th International Joint Conference on Advances in Computational Intelligence (IJCACI 2021). (Accepted)

 

  1. Md. Mohsin Kabir, M. F. Mridha, Md. Abdul Hamid, Mohammad Mostafa Monowar and Ashif Ahmed Khan, “Suicidal Risk Prediction from Tweets Using Ensemble Architecture” Third International Conference on Computer and Information Sciences 2021 (ICCIS 2021), Jouf University, Aljouf, Kingdom of Saudi Arabia. (Accepted)

 

  1. M. M. Kabir, P. Mehera, A. K. Saha, M. F. Mridha, M. A. Hamid and M. M. Monowar, "CNN-NSVM Architecture for Skin Lesion Classification Using Non-Dermoscopic Digital Image," 2021 Joint 10th International Conference on Informatics, Electronics & Vision (ICIEV) and 2021 5th International Conference on Imaging, Vision & Pattern Recognition (icIVPR), 2021, pp. 1-7, doi: 10.1109/ICIEVicIVPR52578.2021.9564195.

 

  1. A. S. M. A. Akib, S. Mahmud and M. F. Mridha, "Future Micro Hydro Power: Generation of Hydroelectricity and IoT based Monitoring System," 2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT), 2021, pp. 298-302, doi: 10.1109/3ICT53449.2021.9581590.

 

  1. Lima A.A., Kabir M.M., Das S.C., Hasan M.N., Mridha M. F. (2022) Road Sign Detection Using Variants of YOLO and R-CNN: An Analysis from the Perspective of Bangladesh. In: Arefin M.S., Kaiser M.S., Bandyopadhyay A., Ahad M.A.R., Ray K. (eds) Proceedings of the International Conference on Big Data, IoT, and Machine Learning. Lecture Notes on Data Engineering and Communications Technologies, vol 95. Springer, Singapore. https://doi.org/10.1007/978-981-16-6636-0_42

 

 

  1. Mohsin Kabir M., Lima A.A., Mridha M. F., Abdul Hamid M., Monowar M.M. (2022) Forecasting Closing Price of Stock Market Using LSTM Network: An Analysis from the Perspective of Dhaka Stock Exchange. In: Arefin M.S., Kaiser M.S., Bandyopadhyay A., Ahad M.A.R., Ray K. (eds) Proceedings of the International Conference on Big Data, IoT, and Machine Learning. Lecture Notes on Data Engineering and Communications Technologies, vol 95. Springer, Singapore. https://doi.org/10.1007/978-981-16-6636-0_23

 

  1. S. Sukhi, A. Q. Ohi, M. S. Rahman and M. F. Mridha, "A Survey on Bengali Image Captioning: Architectures, Challenges, and Directions," 2021 International Conference on Science & Contemporary Technologies (ICSCT), 2021, pp. 1-5, doi: 10.1109/ICSCT53883.2021.9642554.

 

  1. Md. Mohsin Kabir, Tanvir Ahmed Anik, Md. Shahnewaz Abid, M. F. Mridha and Md. Abdul Hamid, “Facial Expression Recognition Using CNN-LSTM Approach”, The International Conference on Science and Contemporary Technologies (ICSCT) 2021, Dhaka, Bangladesh. (Accecpted)

 

  1. Ashfia Jannat Keya, Shahid Afridi, Afroza Siddique Maria, Snaha Sadhu Pinki, Joy Ghosh and M. F. Mridha, “Fake News Detection Based on Deep Learning”, The International Conference on Science and Contemporary Technologies (ICSCT) 2021, Dhaka, Bangladesh. (Accecpted)

 

  1. M. F. Mridha, R. Basri, M. M. Monowar and M. A. Hamid, "A Machine Learning Approach for Screening Individual’s Job Profile Using Convolutional Neural Network," 2021 International Conference on Science & Contemporary Technologies (ICSCT), 2021, pp. 1-6, doi: 10.1109/ICSCT53883.2021.9642652.

 

  1. M. M. Alam, A. Shome, S. Saha and M. F. Mridha, "BRevML: Classifying Bangla Reviews for E-commerce using Machine Learning," 2021 International Conference on Science & Contemporary Technologies (ICSCT), 2021, pp. 1-6, doi: 10.1109/ICSCT53883.2021.9642682.
  2. M. Rhman, F. Rahman, M. M. Hossain, U. H. Emu, K. Akter and M. F. Mridha, "Predicting Alzheimer’s Disease at Low Cost Using Machine Learning," 2021 International Conference on Science & Contemporary Technologies (ICSCT), 2021, pp. 1-5, doi: 10.1109/ICSCT53883.2021.9642536.

 

  1. N. Tasnia, S. Mahmud and M. F. Mridha, "COVID-19 Future Forecasting Tool: Infected Patients Recovery and Hospitalization Trends Using Deep Learning Models," 2021 International Conference on Science & Contemporary Technologies (ICSCT), 2021, pp. 1-6, doi: 10.1109/ICSCT53883.2021.9642691.

 

  1. Md. Jobaer Hossain, Md Anwar Hussen Wadud, Anichur Rahman, Jannatul Ferdous, Md Shahin Alam, T M Amir Ul Haque Bhuiyan and M. F. Mridha, “A Secured Patient’s Online Data Monitoring through Blockchain: An Intelligent way to Store Lifetime Medical Records," 2021 International Conference on Science & Contemporary Technologies (ICSCT), 2021, pp. 1-6, doi: 10.1109/ICSCT53883.2021.9642537.

 

  1. F. B. Safir, A. Q. Ohi, M. F. Mridha, M. M. Monowar and M. A. Hamid, "End-to-End Optical Character Recognition for Bengali Handwritten Words," 2021 National Computing Colleges Conference (NCCC), 2021, pp. 1-7, doi: 10.1109/NCCC49330.2021.9428809.

 

  1. R. Basri, M. F. Mridha, M. A. Hamid and M. M. Monowar, "A Deep Learning based Sentiment Analysis on Bang-lish Disclosure," 2021 National Computing Colleges Conference (NCCC), 2021, pp. 1-6, doi: 10.1109/NCCC49330.2021.9428849.

 

  1. Tanvir Islam, Sakila Mahbin Zinat, Shamima Sukhi, Zakir Hossain Zamil, Aynur Nahar, M. F. Mridha,"An Attention-based Medical NER in the Bengali Language", International Conference on Artificial Intelligence: Advances and Applications (ICAIAA 2021) (Accepted)

 

  1. Billah, Sifat Nur and Pollobe, Rehana and Hossain, Farjana and Abir, Nahid Murad and Zarin, Afsana Zaman and M. F. Mridha, Blockchain Based Architecture for Certificate Authentication (May 10, 2021). Proceedings of the International Conference on Innovative Computing & Communication (ICICC) 2021, Available at SSRN: https://ssrn.com/abstract=3842788 or http://dx.doi.org/10.2139/ssrn.3842788

 

  1. M. M. Kabir, A. Q. Ohi, M. S. Rahman and M. F. Mridha, "An Evolution of CNN Object Classifiers on Low-Resolution Images," 2020 IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Charlotte, NC, USA, 2020, pp. 209-213, doi: 10.1109/HONET50430.2020.9322661.

 

  1. M. M. Kabir, F. B. Safir, S. Shahen, J. Maua, I. A. Binte Awlad and M. F. Mridha, "Human Abnormality Classification Using Combined CNN-RNN Approach," 2020 IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Charlotte, NC, USA, 2020, pp. 204-208, doi: 10.1109/HONET50430.2020.9322814.

 

  1. M. M. S. Choyon, M. Rahman, M. M. Kabir and M. F. Mridha, "IoT based Health Monitoring & Automated Predictive System to Confront COVID-19," 2020 IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Charlotte, NC, USA, 2020, pp. 189-193, doi: 10.1109/HONET50430.2020.9322811.

 

  1. Shaon Hossain Sani, Md Shopon, Mashrur Hossain Khan, Moenul Hasan and M. F. Mridha, “Short-term and Long-term Air Quality Forecasting Technique Using Stacked LSTM” ICCIP 2020: 2020 the 6th International Conference on Communication and Information Processing, November 2020 Pages 165–171https://doi.org/10.1145/3442555.3442582

 

  1. M. F. Mridha, M. S. Rahman and A. Q. Ohi, "Human Abnormality Detection Based on Bengali Text," 2020 IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh, 2020, pp. 1102-1105, doi: 10.1109/TENSYMP50017.2020.9230629.

 

  1. Rakib Ul Haque, M. F. Mridha, Aloke Kumar Saha, Md Abdul Hamid, Kamruddin Nur,” Identification of Extreme Guilt and Grave Fault in Bengali Language” ICCA 2020: Proceedings of the International Conference on Computing Advancements, January 2020, Article No.: 42, Pages 1–5. doi.org/10.1145/3377049.3377098.

 

  1. N. Jahan, R. U. Haquey, A. K. Saha, M. F. Mridha and M. A. Hamid, "Identification of Expectancy, Proximity, and Compatibility of the Bengali Language," 2019 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), New York, NY, USA, 2019, pp. 349-354. doi: 10.1109/CSE/EUC.2019.00073.

 

  1. M. I. Mamun, A. Rahman, A. Khaleque, M. F. Mridha and M. A. Hamid, “Healthcare Monitoring System Inside Self-driving Smart Car in 5G Cellular Network”, 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), July, Helsinki-Espoo, Finland, 2919, pp.1515-1520. doi=10.1109/INDIN41052.2019.8972144.

 

  1. M. I. Mamun, A. Rahman, A. Khaleque, M. A. Hamid and M. F. Mridha, “AutiLife: A Healthcare Monitoring System for Autism Center in 5G Cellular Network using Machine Learning Approach”, 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), July, Helsinki-Espoo, Finland, 2919, pp.1501-1506.  doi=10.1109/INDIN41052.2019.8972179

 

  1. M. F. Mridha, Md. Abdul Hamid, Md. Mashod Rana, Md. Eyaseen Arafat Khan, Md. Masud Ahmed and Mohammad Tipu Sultan,” Semantic Error Detection and Correction in Bangla Sentence” 2019 Joint 8th International Conference on Informatics, Electronics Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision Pattern Recognition (icIVPR), Eastern Washington University, Washington, USA, 2019, pp. 184-189.  doi=10.1109/ICIEV.2019.8858522.

 

  1. Rakib Ul Haque, Parisa Mehera, M. F. Mridha and Md. Abdul Hamid,” Bengali Stop Phrase Detection Mechanism using Corpus Based Method” 2019 Joint 8th International Conference on Informatics, Electronics Vision (ICIEV) and 2019 3rd International Conference on USA, 2019, pp. 178-183. doi=10.1109/ICIEV.2019.8858583.

 

  1. Rakib Ul Haque, Parisa Mehera, M. F. Mridha and Md. Abdul Hamid, “A Complete Bengali Stop Word Detection Mechanism using Machine Learning” 2019 Joint 8th International Conference on Informatics, Electronics Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision Pattern Recognition (icIVPR), Eastern Washington University, Washington, USA, 2019, pp. 103-107. doi=10.1109/ICIEV.2019.8858544.

 

  1. M. F. Mridha, Md. Mashod Rana, Md. Abdul Hamid, Md. Eyaseen Arafat Khan, Md. Masud Ahmed and Mohammad Tipu Sultan,” An Approach for Detection and Correction of Missing Word in Bengali Sentence” 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), Bangladesh, 2019, pp. 1-4. doi=10.1109/ECACE.2019.8679416

 

  1. Md. Al Imran, M. F. Mridha and Md. Kamruddin Nur,” OTP based Cardless Transction using ATM” International Conference on Robotics, Electrical and Signal Processing Techniques 2019 (ICREST 2019),  Dhaka, Bangladesh, 2019, pp. 511-516. DOI:10.1109/ICREST.2019.8644248

 

  1. M. F. Mridha, Rakib Ul Haque and Md. Abdul Hamid, "Identification of expectancy, proximity, and compatibility of the Bengali language”, 2019 IEEE International Conference on Signal Processing, Information, Communication and Systems(SPICSCON), Dhaka, Bangladesh, 2019, pp. 90-95. DOI:10.1109/SPICSCON48833.2019.9065170.

 

  1. Md. Naimur Rahman, Rownak Kabir, Md. Abdul Hamid and M. F. Mridha,"DxChain: Blockchain Based Smart and Indestructible Diagnosis Reporting System under 5g network”, International Conference on Innovative Computing and Communication (ICICC-2020),21-23rd February,2020, University of valladolid, Spain. Proceedings of the International Conference on Innovative Computing & Communications (ICICC) 2020, Available at SSRN: https://ssrn.com/abstract=3563381 or http://dx.doi.org/10.2139/ssrn.3563381

 

  1. Md. Naimur Rahman, Rownak Kabir, Md. Abdul Hamid and M. F. Mridha,” Blockchain Based International Driving Permit and Traffic Crime Reporting System” International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS). July 02-03, 2020, India. (Accepted)

 

  1. Md. Mashod Rana, Md. Eyaseen Arafat Khan, M. F. Mridha, Mohammad Tipu Sultan, Md. Masud Ahmed and Md. Abdul Hamid,” Detection and Correction of Real-word Errors in Bangla Language” 2018 International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, 2018, pp. 1-4, doi: 10.1109/ICBSLP.2018.8554502.

 

  1. Md. Sultanul Arefin, Tania Haider Surovi, Nazmun Nahar Snigdha, Md. Firoz Mridha, Md. Akhtaruzzaman Adnan,”Smart Health Care System for Underdeveloped Countries” 2017 IEEE International Conference on Telecommunications and Photonics (ICTP), Dhaka, 2017, pp. 28-32, doi: 10.1109/ICTP.2017.8285926.

 

  1. M. F. Mridha, Hanif Bhuiyan, Shammi Akhtar and Aloke Kumar Saha, “A Bangla Semantic Parser Using Context-Free-Grammar”, 2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC), Mysore, 2017, pp. 1233-1237, doi: 10.1109/CTCEEC.2017.8455103.

 

  1. Aloke Kumar Saha, M. F. Mridha, Jahir Ibna Rafiq and Jugal Krishna Das, “Data Extraction from Natural Language Using Universal Networking Language”, 2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC), Mysore, 2017, pp. 1228-1232, doi: 10.1109/CTCEEC.2017.8454920.

 

  1. Muhammad F. Mridha, A. Asaduzzaman, P. Mitra, K.K. Chidella and K.A. Saeed, “A Computer-Assisted Mammography Technique for Analyzing Breast Cancer” 2017 4th International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, 2017, pp. 105-110, doi: 10.1109/ICAEE.2017.8255336.

 

  1. M. F. Mridha, Mehedi Mahmud and  and Md. Tahajul Islam, “Augmenting ATM Security Analyzing Thermal Imaging and Voice Biometric Recognition” 1st International Conference on Information and Communication Technology 2016 (ICAICT 2016),

 

  1. M. F. Mridha, Md. Tahajul Islam and Mehedi Mahmud,” Improve Payment Card Security by Adding Voice and Fingerprint Biometric Solution” 1st International Conference on Information and Communication Technology 2016 (ICAICT 2016)

 

  1. Asaduzzaman, A., Mazumder, S.*, Salinas, S., and Mridha, M. F., “A Security-Aware Near Field Communication Architecture,” 2017 International Conference on Networking, Systems and Security (NSysS), Dhaka, 2017, pp. 33-38, doi: 10.1109/NSysS.2017.7885798.

 

  1. Md. Shopon,  Md. Akhtaruzzaman Adnan and Md. Firoz Mridha,”Krill herd based clustering algorithm for wireless sensor networks”  2016 International Workshop on Computational Intelligence (IWCI), Dhaka, 2016, pp. 96-100, doi: 10.1109/IWCI.2016.7860346.

 

  1. Moniruzzaman, M.*, Asaduzzaman, A., and Mridha, M. F., “Optimizing Controller Area Network System for Vehicular Automation,” 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, 2016, pp. 586-591, doi: 10.1109/ICIEV.2016.7760070.

 

  1. Mabbu, V.*, Asaduzzaman, A., and Mridha, M. F., “A Novel Semantic Knowledge Engine Using Automated Knowledge Extraction from World Wide Web,” 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, 2016, pp. 316-321, doi: 10.1109/ICIEV.2016.7760018.

 

  1.  Asaduzzaman, A., Mummidi, A.*, Mridha, M. F., and Sibai, F.N., “Improving Facial Recognition Accuracy by Applying Liveness Monitoring Technique,” 2015 International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, 2015, pp. 133-136, doi: 10.1109/ICAEE.2015.7506814.

 

  1. Aloke Kumar Saha, Md. Firoz Mridha, Molla Rashied Hussain and Jugal Krishna Das, “Design and Implementation of an efficient DeConverter for generating Bangla sentences from UNL Expression”. 2015 International Conference on Informatics, Electronics & Vision (ICIEV), Fukuoka, 2015, pp. 1-6, doi: 10.1109/ICIEV.2015.7334006.

 

  1. Chidella, K.K.*, Asaduzzaman, A., and Mridha, M. F., “Early Estimation of Cache Properties for Multicore Embedded Processors,” in ISERD International Conference on Engineering, Technology, and Management (ICETM'15), Bangkok, Thailand, May 16, 2015. (http://www.worldresearchlibrary.org/up_proc/pdf/30-143201716845-50.pdf)

 

  1. Asaduzzaman, A., Chidella, K.K.*, and Mridha, M. F., “A Time and Energy Efficient Parking System Using ZigBee Communication Protocol,” Southeast Con 2015, Fort Lauderdale, FL, 2015, pp. 1-5, doi: 10.1109/SECON.2015.7132927.

 

  1. Asaduzzaman, A., Chidella, K.*, and Mridha, M. F., “A Smart Embedded System for Better Detection of Perilous Gases,” in 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA'14), Dhaka, Bangladesh, Dec. 18-20, 2014. (http://uiu.ac.bd/skima2014/wp-content/uploads/2014/12/SKIMA_mini_Proceedings.pdf)

 

  1.  Muhammad F. Mridha, Aloke Kumar Saha and Jugal Krishna Das,“ New Approach of Solving Semantic Ambiguity Problem of Bangla Root Words Using Universal Networking Language (UNL),” 2014 International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, 2014, pp. 1-6, doi: 10.1109/ICIEV.2014.6850778.

 

  1. Mridha, M. F., Asaduzzaman, A., and Shaha, A.K., “An Effective Measurement Technique of Level-2 Cache Performance for Multicore Embedded Systems,” 2013 International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, 2013, pp. 1-4, doi: 10.1109/ICIEV.2013.6572566.

 

  1. Asaduzzaman, A., Mridha, M. F., and Uddin, M.N., “An Inexpensive Plug-and-Play Hardware Security Module to Restore Systems from Malware Attacks,” 2013 International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, 2013, pp. 1-5, doi: 10.1109/ICIEV.2013.6572565.

 

  1. Rani, M., Mridha, M. F., and Asaduzzaman, A., “Investigation of the Impact of Multimedia Applications on Multicore Multimedia Systems,” 2009 Fourth International Conference on Frontier of Computer Science and Technology, Shanghai, 2009, pp. 27-32, doi: 10.1109/FCST.2009.9. 

 

  1. Muhammad Firoz Mridha, Manoj Banik, Md. Nawab Yousuf Ali, Mohammad Nurul Huda,Chowdhury Mofizur Rahman, Jugal Krishna Das, “Formation of Bangla Word Dictionary Compatible with UNL Structure,” SKIMA’10, Paro, Bhutan, August, 2010.

 

  1. Muhammad Firoz Mridha, Md. Zakir Hossain, Manoj Banik, Mohammad Nurul Huda, ChowdhuryMofizur Rahman, Jugal Krishna Das, “ Development of Grammatical Attributes for Bangla Root and Primary Suffix for Universal Networking Language,” SKIMA’10, Paro, Bhutan, August, 2010.

 

  1. Muhammad Firoz Mridha, Md. Nawab Yousuf Ali, Manoj Banik, Mohammad Nurul Huda,Chowdhury Mofizur Rahman, Jugal Krishna Das, "Conversion of Bangla Sentences to Universal Networking Languages, " SKIMA'10, Paro, Bhutan, August 2010.

 

  1. Muhammad Firoz Mridha, Mohammad Nurul Huda, Chowdhury Mofizur Rahman, Jugal Krishna Das, “Development of Morphological Rules for Bangla Root and Verbal Suffix for Universal Networking Language”.  International Conference on Electrical & Computer Engineering (ICECE 2010), Dhaka, 2010, pp. 570-573, doi: 10.1109/ICELCE.2010.5700756.

 

  1. Muhammad Firoz Mridha, Md. Sadequr Rahman, Mohammad Nurul Huda, Chowdhury Mofizur Rahman “Structure of Dictionary Entries of Bangla Morphemes for Morphological Rule Generation for Universal Networking Language”. 2010 International Conference on Computer Information Systems and Industrial Management Applications (CISIM), Krackow, 2010, pp. 454-459, doi: 10.1109/CISIM.2010.5643498.

 

  1. Md. Sadequr Rahman, Sangita Rani Poddar, Muhammad Firoz Mridha, Mohammad Nurul Huda, “Open Morphological Machine Translation: Bangla to English”. 2010 International Conference on Computer Information Systems and Industrial Management Applications (CISIM), Krackow, 2010, pp. 460-465, doi: 10.1109/CISIM.2010.5643495.

 

  1. Manira S. Rani, Muhammad F. Mridha, Abu S. Asaduzzaman, “Investigating the Impact of Multimedia Applications on Multicore Cache Memory Subsystems”.  International Conference on Electrical & Computer Engineering (ICECE 2010), Dhaka, 2010, pp. 690-693, doi: 10.1109/ICELCE.2010.5700787.

 

  1. Muhammad Firoz Mridha, Liakot Ali, Md. Nasir Uddin “Development of a Weighted Fuzzy rule based Controller for Interior Permanent Magnet Synchronous Motor Drives” International Conference on Robotics, Vision, Information and Signal Processing ROVISP2007, Malaysia., pp217-222.

 

  1. Muhammad Nazrul Islam, Pintu Chandra Shill, Muhammad Firoz Mridha, Dewan Muhammad. SarifulIslam and M.M.A Hashem. “Generating Weighted Fuzzy Rules for Estimating Null Values using Evolutionary Algorithm”, 2006 International Conference on Electrical and Computer Engineering, Dhaka, 2006, pp. 324-327, doi: 10.1109/ICECE.2006.355637.

 

 

Research Grant:

                        (1) Principal Investigator (PI), “Speech to Text (STT), Text to Speech (TTS) &

                                  Machine Translation (MT), Grant from Reve System for one year.

 

                        (2) Principal Investigator (PI), “A Writer Verification System from Human Hand Writing”

                                      Granted, BUBT Research and Innovation Centre. For one year (August 2020 to July 2021)

 

                        (3) Co-PI, “A speaker recognition system from speech sound”

                                      Granted, BUBT Research and Innovation Centre.  For one year (August 2020 to July 2021)

 

International Research Consultant:

                (1) “Enhance Precision Agriculture Using Deep Learning Techniques in Computer Vision”-

     Knowledge-Excellence Program, King Abdulaziz University.

 

                (2) Co-Investigator, “Content-Based Image Retrieval System”                                                                                                                 Knowledge-Excellence Program, King Abdulaziz University.

 

Professional Awards/ Honours received:

  1. Best Paper Award on “Improving Facial Recognition Accuracy by Applying Liveness Monitoring Technique” in IEEE International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, Bangladesh, Dec. 17-19, 2015

Collaboration: CAPP Lab, Department of Electrical Engineering and Computer Science (EECS), Wichita State University (WSU), USA.

 

Professional work at National and International Levels: 

 

1. Publication Chair: International Conference on Science and Contemporary Technologies (ICSCT) 2021 

2. TPC Co-chair: International Conference on Science and Contemporary Technologies (ICSCT) 2021 

3. Track Co-Chair: International Conference on Big Data, IoT, and Machine Learning (BIM 2021)

4. Invited Speaker: In 1st National Workshop on Big Data and Machine Learning (BDML 2020) on December 09-10, 2020 to be held at CUET, Bangladesh. 

5. Invited Speaker: In 2nd Symposium on Bangla Computational Linguistics at Shahjalal University of Science and Technology (SUST), Sylhet on 28th July 2018, 2018

6. ORGANIZER of Special Session on “Machine Learning and Natural Language Processing (MLNLP-19)” in ICCMIT ‘19 - The 5th International Conference on Communication, Management and Information Technology March 26-28, 2019, Vienna, Austria. 

7. Worked as Session Chair at different international Conferences.

8. Worked as TPC member in different international Conferences.

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