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 [2015-2018]
        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 [2012-2014]
        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) [2002-2006]
       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]

  • C for Conference; D for Dataset; J for Journal 
  • 54.[D] AA Nahid*, N. Sikder (2020), "KU-HAR: An Open Dataset for Human Activity Recognition", Mendelaey Data Mendeley.
  • 53.[J] AAM Bulbul, H rahman, S Biswas, b Hossain, AA Nahid* (2020), "Design and numerical analysis of a PCF-based bio-sensor for breast Cancer cell detection in the THz regime", Sensing and Bio-Sensing Research, Elsevier.
  • 52.[D] AA Nahid*, A.I. Arafat, T. Akter, M.F Ahammed, M.Y Ali (2020), "KU-MWQ: A Dataset for Monitoring Water Quality Using Digital Sensors", Mendeley Data Mendeley.
  • 51.[J] A.I. Arafat, T. Akter, M.F Ahammed, M.Y Ali, AA Nahid* (2020), "A Dataset for Internet of Things Based Fish Farm Monitoring and Notification System", Data in Brief, Elsevier.
  • 50.[J] M.A.M. Khan, M.R.J. Khan,  A. Tooshil, N. Sikder, M A P. Mahmud, A.Z. Kouzani, AA Nahid* (2020), "A Systematic Review on Reinforcement Learning-based Robotics within the Last Decade", IEEE Access, IEEE.
  • 49.[J] AA Nahid*, N.Sikder, A.K.Bairagi, M.A. Razzaque, M. Masud, A. Z. Kouzani, M A P. Mahmud(2020), "A Novel Method to Identify Pneumonia through Analyzing Chest Radiographs Employing a Multichannel Convolutional Neural Network", Sensor, MDPI.
  • 48.[C] K.M.Hasan, AA Nahid, S.H.S. Newaz, M.S.Ahsan, A.Alim (2019), "Design and Development of an Aircraft Type Multi-functional Autonomous Drone",IEEE Region 10 Symposium (TENSYMP),  August 2020,  Dhaka, Bangladesh. [IEEE Conference]
  • 47.[C] K.M.HasanM.T.Hasan,  AA Nahid, S.H.S. Newaz, M.S.Ahsan (2020), "Design and Development of an Autonomous Pesticides Spraying Agricultural Drone",IEEE Region 10 Symposium (TENSYMP), August 2020,  Dhaka, Bangladesh. [IEEE Conference]
  • 46.[C] AA Nahid, M.T.Hasan, A.K. Bairagi (2019), "Simpler Design for Liquid Supply Line Leakage Monitoring, International Conference on Sustainable Technologies for Industry  December 2019, Green University, Dhaka, Bangladesh. [IEEE Conference]
  • 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] AJ 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