Address:

    Room No.- ECE 1110, Electronics and Communication Engineering Discipline, Dr. Syttendranath Academic Building (Academic Building 1), Khulna University, Khulna 9208.

    Email:

    nahid.ece.ku@gmail.com

    Contact:

    +8801948

    Personal Webpage:
    click here

Dr. Abdullah-Al Nahid
Associate Professor

Doctor of Philosophy (PhD) in Engineering
        School of Engineering, Macquarie University,
        Sydney, Australia.
        Dissertation: Histopathological Breast-Cancer Image Classification using Machine-Learning Techniques
Master’s by research degree in Telecommunication Engineering 
        Institute for Telecommunication Research (ITR), UniSA,
        South Australia, Australia.
        Dissertation: Outage Analysis For Integer Forcing Virtual MIMO Systems
B.Sc in Electronics and Communication Engineering (ECE)
       Khulna University,
       Khulna, Bangladesh. 



Machine Learning, Data Classification, Fault Analysis,

Biomedical Image Analysis and Classification, Data Prediction.

Smart-Grid

Teaching Experience:

Associate Professor, ECE Discipline Khulna University, Khulna, Bangladesh. [2016-till]

Assistant Professor, ECE Discipline, Khulna University, Khulna, Bangladesh.  [2012-2016]

Lecturer, ECE Discipline, Khulna University, Khulna, Bangladesh.  [2008-2012]

Part-time Teacher, ECE Discipline, Khulna University, Khulna, Bangladesh.  [2008]

Tutor, Macquarie University, Sydney, Australia. [2016-1017]

Assistant Provost, Khan Bahadur Ahsan Ullah Hall, Khulna University, Bangladesh [2011]

Research Experience:

Research Student (PhD) 

Department of Engineering, Macquarie University, Australia. [2015-2018]

Research Student (Master’s)

Institute for Telecommunication Research (ITR), UniSA, South Australia. Australia. [2012-2014]

  • 45. [C] N Sikder,  ASM Arif, AA Nahid  (2019), "Heterogeneous Hand Guise Classification Based on Surface Electromyographic Signals Using Multichannel Convolutional Neural Network  (ICCIT), 18-20 December 2019, Southeast University, Dhaka, Bangladesh. [IEEE Conference]
  • 44. [C] N Sikder, MS Chowdhury, ASM Arif, AA Nahid  (2019), " Early Blindness Detection Based on Retinal Images Using Ensemble Learning  (ICCIT), 18-20 December 2019, Southeast University, Dhaka, Bangladesh. [IEEE Conference]
  • 43. [J] MN Hasan, RN Toma, AA Nahid, MMM Islam, J Kim (2019) , "Electricity Theft Detection in Smart Grid Systems: A CNN-LSTM Based Approach", Energies 2019, 12(17), 3310; https://doi.org/10.3390/en12173310 (registering DOI). [MDPI].
  • 42. [C] N Sikder, MS Chowdhury, ASM Arif, AA Nahid  (2019), "Finger Movement Classification Based on Statistical and Frequency Features Extracted from Surface EMG Signals",5th International Conference on Advances in Electrical Engineering (ICAEE), 26-28 September 2019, Independent University, Dhaka, Bangladesh. [IEEE Conference]
  • 41. [C] CK Bhattachargee, N Sikder, T Hasan, AA Nahid  (2019), "Finger Movement Classification Based on Statistical and Frequency Features Extracted from Surface EMG Signals",IC4ME2, Rajsahi, Bangladesh, July 11-12, 2019.[IEEE Conference]
  • 40. [C] K Bhakta, N Sikder, MMM Islam, AA Nahid (2019), "Rotating Element Bearing Fault Diagnosis Using Discrete Cosine Transform and Supervised Machine Learning Algorithm",IC4ME2, Rajsahi, Bangladesh, July 11-12, 2019.[IEEE Conference]
  • 39. [C] MS Chowdhury, FR Taimy, N Sikder, AA Nahid (2019), "Diabetic Retinopathy Classification with a Light Convolutional Neural Network", IC4ME2, Rajsahi, Bangladesh, July 11-12, 2019. [IEEE Conference]
  • 38. [C] A Rahman, N Sikder, AA Nahid  (2019), "Heart Condition Monitoring Using Ensemble Technique Based on ECG Signals’ Power Spectrum", IC4ME2, Rajsahi, Bangladesh, July 11-12, 2019. [IEEE Conference]
  • 37. [C] MS Chowdhury, FR Taimy, AA Nahid, MY Ali, FB Ali (2019), “Retinal Fundus Identification Utilizing Supervised and Unsupervised Nature of Deep Neural Network” in International Conference on Advances in Science,  Engineering and Robotics Technology 2019 (ICASERT – 2019), 3-5 May, (2019), East West University, Dhaka, Bangladesh. [IEEE Conference] 
  • 36. [J] AAJ Jim, R  Kadir, MA Mamun, AA Nahid, M Ali, (2019), "A Noble Proposal for Internet of Garbage Bins (IoGB)" Smart Cities 2019, 2(2), 214-229; https://doi.org/10.3390/smartcities2020014. [MDPI] 
  • 35. [C] RN Toma, MN Hasan, AA Nahid, Bo Li (2019), “Electricity Theft Detection to Reduce Non-Technical Loss using Support Vector Machine in Smart Grid” in International Conference on Advances in Science,  Engineering and Robotics Technology 2019 (ICASERT – 2019), 3-5 May, 2019, East West University, Dhaka, Bangladesh. [IEEE Conference] 
  • 34. [C] K Bhakta, N Sikder, AA Nahid, MMM Islam (2019), "Fault Diagnosis of Induction Motor Bearing Using Cepstrum-based Preprocessing and Ensemble Learning Algorithm", 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox's Bazar, Bangladesh. [IEEE Conference]
  • 33. [C] MAM Khan, A Nabi, AA Nahid, Y Ali (2019), "Temperature Sensed Obstacle Avoiding Robot", 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox's Bazar, Bangladesh.[IEEE Conference]
  • 32. [C] N Sikder, K Bhakta, AA Nahid, MMM Islam (2019), "Fault Diagnosis of Motor Bearing Using Ensemble Learning Algorithm with FFT-based Preprocessing", 2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST), Dhaka, Bangladesh.  [IEEE Conference]
  • 31. [C] A Nandy,  M A Alahe, S M N Uddin,  S Alam,   AA Nahid, MA  Awal (2019), "Feature Extraction and Classification of EEG Signals for Seizure Detection", 2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST), Dhaka, Bangladesh. [IEEE Conference]
  • 30. [C] A A M Bulbul, M T Hasan, M I Kadir, M M Hossain, AA Nahid, M N Hasan(2019), "High-Capacity Downlink for Millimeter Wave  Communication Network Architecture", 2018 Emerging Technologies in Data Mining and Information Security, pp 657-666. [Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 814),Springer, Singapore]
  • 29. [J] AA Nahid, A Mikaelian, Y  Kong (2018), "Histopathological breast-image classification with restricted Boltzmannmachine along with backpropagation", 2018 Biomedical Research. Vol. 29, Issue 10. ISSN: 0970-938X (Print),0976-1683 (Electronic)  [SCIE, Scopus, Impact Factor 2017: 0.219]
  • 28. [J] S S Dhaliwal, A A Nahid, R  Abbas (2019) ,"Effective Intrusion Detection System Using XGBoost", Information, MDPI.   (ISSN 2078-2489; CODEN: INFOGG), [ Ei Compendex, Scopus (Elsevier), Emerging Sources Citation Index (ESCI - Web of Science)]. 
  • 27. [J] AA Nahid and  Y Kong (2018), "Histopathological Breast-Image Classification Using  Concatenated R–G–B Histogram Information", pp-1-17, Annals of Data Science, Springer.
  • 26. [J] AA Nahid, MA Mehrabi and  Y Kong (2018), "Histopathological Breast Cancer Image Classification by Deep Neural Network Techniques Guided by Local Clustering", BioMed Research International Volume 2018, Article ID 2362108, 20 pages, Hiadawi,  https://doi.org/10.1155/2018/2362108.  [SCIE, Scopus, IF-2.583]. 
  • 25. [C] AA Nahid, F B Ali  and  Y Kong (2017),"Histopathological breast-image classification with  image enhancement by convolutional neural network", 2017 20th International Conference of  Computer and Information Technology (ICCIT), Dhaka, Bangladesh [IEEE Conference].
  • 24. [J] A A Nahid and Y. kong (2018),"Histopathological Breast-Image Classification Using Local and FrequencyDomains by Convolutional Neural Network", Information 2018, 9(1), 19; https://doi.org/10.3390/info9010019[ Ei Compendex, Scopus (Elsevier), Emerging Sources Citation Index (ESCI - Web of Science)].
  • 23. [J] AA Nahid  and  Y Kong (2017), "Involvement of Machine Learning for Breast Cancer Image Classification: A Survey", Computational and Mathematical Methods in Medicine, Volume 2017, Article ID 3781951, 29 pages, Hiadawi, https://doi.org/10.1155/2017/3781951 [SCIE, Scopus, IF- 1.545 ]. 
  • 22. [C] AA Nahid  and  Y Kong (2017), "Local and Global Feature Utilization for Breast Image Classification by Convolutional Neural Network", 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, Australia. [IEEE Conference]
  • 21. [J] AA Nahid, T.M. Khan and Y Kong (2018),"Hardware Implementation of Bone Fracture  Detector Using Fuzzy Method Along with Local Normalization Technique", pp-533-546, Vol-4, Issue-4,  Annals of Data Science, Springer.
  • 20. [C] AA Nahid, MA Maherabi and  Y Kong (2017),"Frequency-Domain Information along with LSTM and GRU Methods for Histopathological Breast-Image Classification", 2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Bilbao, Spain.  [IEEE Conference]. 
  • 19. [C] AA Nahid, T.M. Khan  and  Y Kong (2016),"Performance Analysis of Integrated Canny and Fuzzy-Logic Based  (2-by-2 Cell Block) Edge-Detection Algorithms ", 2016 European Modelling Symposium (EMS), Pisa, Italy [IEEE Conference]. 
  • 18. [C] AA Nahid, T.M. Khan  and  Y Kong (2016),"Breast Image Classification Based on Concatenated Statistical, Structural and Textural Features", 2016 European Modelling Symposium (EMS), Pisa, Italy[IEEE Conference].
  • 17. [C] AA Nahid, Y Kong, M N Hasan, "Performance Analysis of Canny Methods for Various Thresholds", IEEESBDU Student Conference on Science & Engineering, Dhaka University, Dhaka, Bangladesh (11-12 September, 2015).
  • 16. [C] AA Nahid, Y Kong, M N Hasan, "A short review on Edge Detection Techniques", IEEESBDU Student Conference on Science & Engineering, Dhaka University, Dhaka, Bangladesh (11-12 September, 2015).  
  • 15. [C] K M Hasan, AA Nahid  and K J Reza (2014), "Path planning algorithm development for autonomous vacuum cleaner robots", 2014 International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh. [IEEE Conference]
  • 14. [C] AA Nahid, K D Nguyen  and  Y Kong (2014), "Algorithm to improve the outage performance of IF Virtual MIMO system", 2014 Australian Communications Theory Workshop (AusCTW), Sydney, Australia. [IEEE Conference]
  • 13. [C] K M Hasan, AA Nahid,  K J Reza, S Khatun,  M R Basar (2013), "Sensor based autonomous color line follower robot with obstacle avoidance", 2013 IEEE Business Engineering and Industrial Applications Colloquium (BEIAC), Langkawi, Malaysia. [IEEE Conference]
  • 12. [C] K M Hasan, AA Nahid, A A Mamun (2012), "Implementation of vision based object tracking robot",  2012 International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh. [IEEE Conference]
  • 11. [C] K M Hasan, AA Nahid, A A Mamun   (2012), "Implementation of autonomous line follower robot", 2012 International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh. [IEEE Conference]
  • 10. [J] S S Mostafa, K J Reza, G M Rashid, M Moinuddin, M Z Amin, AA Nahid (2011),"An Efficient Paging Algorithm for Multi-Carrier CDMA System", International Journal of Computer Science Issues,pp 421-426, Vol. 8, Issue 3, No. 2, May 2011
  • 9. [J] SAA Rajon, AA Nahid, AS Mohammad Arif (2012), "A Generic Framework for Implementing Electronic Commerce in Developing Countries",   IJCIT, ISSN 2078-5828 (PRINT), ISSN 2218-5224 (ONLINE), VOLUME 01, ISSUE 02, MANUSCRIPT CODE: 110113. 
  • 8. [J]  IM  Laisuzzaman, N Imran, AA Nahid, M Z Amin, M A Alim (2010), "The Framework for Implementing ECommerce: The Role of Bank and Telecom in Bangladesh",  Journal of Telecommunications,Volume 1, Issue 1, pp57-62, February 2010
  • 7. [J] MA Alim, MM Rahman, MM Hossain, AA Nahid (2012), "Analysis of Large Scale Propagation Models for Mobile Communications in Urban Area", International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 135-139, January 2010, USA.
  • 6.  [J] AA Bairagi and AA Nahid, (2011) "A New Approach of E-Banking Through the Use of Mobile, Post-Office and VPN in the Perspective of Bangladesh", International Journal of Computer and Information Technology (IJCIT), 2(1), 2011.
  • 5.  [J]  MH Azam, AA Nahid, MA Alim, Z Amin (2010), "AA Survey and Comparison of Various Routing Protocols of Wireless Sensor Network (WSN) and a Proposed New TTDD Protocol Based on LEACH", International Journal of Computer & Network  Security, Vol. 2, No. 8, August 2010.
  • 4.  [J] AS Mohammad Arif, MS Hussain, MF Islam, SAA Rajon, AA Nahid (2010), "An Approach for Off-Line Signature Verification System Using Peak And Curve Comparison", International Journal of Computer and Information Technology, Vol 1, Issue 1.
  • 3. [J] TK BOSE, AA NAHID, MT ISLAM, RK SAHA (2010), "SMS ADVERTISING AND ITS PROSPECTS IN BANGLADESH.", Journal of Theoretical & Applied Information Technology, Vol 11. 
  • 2.  [C] SAA Rajon, AA Nahid, ASM Arif(2009),"Implementation of e-Commerce in developing countries: Bangladesh perspective", 2009 12th International Conference on Computers and Information Technology
  • 1. [C] TK Bose, AA Nahid (2009), "Potential consequences of e-commerce application", 2009 12th International Conference on Computers and Information Technology