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Department of Computer Science & Engineering (CSE)

KAZY NOOR E ALAM SIDDIQUEE

Associate Professor, Department of Computer Science & Engineering (CSE)

Conducted Course:

  1. Artificial Intelligence
  2. Digital Systems Design

Academic Experience:

  1. PhD, Multimedia University, Cyberjaya, Malaysia
  2. MSc. CSE, United International University, Dhaka
  3. BSc. CSE, University of Science and Technology Chittagong, Chittagong
  4. HSC, Science, Chittagong Cantonment Public College
  5. SSC, Science, Chittagong Cantonment Public College

Academic Projects:

  1. Applied Research in Software & IT (CARSIT), UK (2023 to present) (APC funded by MMU) Outcome: development of algorithm and publication of paper
    • Published papers:
      1. IoT-Driven Precision in Fish Farming: A Deep Dive into Automated
        Temperature, Oxygen, and pH Regulation (Under revision: Computers of MDPI journal)
      2. Exploring Wealth Dynamics: A Comprehensive Big Data Analysis of Wealth Accumulation Patterns
      3. Enhancing Audio Classification through MFCC Feature Extraction & Data Augmentation with CNN and RNN Models
  2. Principal Investigator (PI) Research Project on Soil moisture profiling for agriculture, 2022-2024, USTC and also selected by BANBEIS of Bangladesh (Project ID: ET20232802) (Fund: 70,000 BDT by USTC) (Successfully completed) Outcome: development of soil moisture probe using IoT sensors and hybrid energy harvester, algorithms and monitoring app, publication of paper
    • Published papers:
      1. Botanika: An IoT-Enabled Solar Powered Soil Profiling Sensor Probe for Rooftop Gardening
  3. Principal Investigator (PI), 2021-2023, (Daily water flow prediction of Brahmaputra River), a joint project with Swift XI and USTC (Fund: 55,000 BDT by USTC) (Successfully completed), Outcome: development of algorithm and publication of paper
    • Published papers:
      1. Forecasting of Brahmaputra River’s Daily Water Flow for Digital Agriculture in Bangladesh (Under revision)
  4. Principal Investigator (PI), 2020–2024 (Research Project on Digital Agriculture), a joint project of USTC and MMU (Fund: 50,000 BDT by USTC, Journal APC funded by USTC and MMU) (Successfully completed), Outcome: development of hybrid energy harvester for a robot, algorithms with optimization and publication of paper
    • Published papers:
      1. Development of Algorithms for an IoT-Based Smart Agriculture Monitoring System
      2. Performance Analysis of Simulated Annealing and Genetic Algorithm on systems of linear equations
      3. Detection, quantification and classification of ripened tomatoes: a comparative analysis of image processing and machine learning
      4. Development of an Algorithm on Smart Agriculture Monitoring System for Internet of Things (IoT) Applications
      5. A Comparative Analysis of Performances Between Simulated Annealing and Genetic Algorithm
  5. Researcher, 2021-2023, (Digital healthcare by imaging and communication), a joint research project among USTC, USTC Hospital (BBMH) and King Abdul Aziz University (Successfully completed) (Fund: 15,000 BDT by USTC, APC by King Abdul Aziz University), Outcome: development of algorithms and publication of paper
    • Published papers:
      1. CNN-Based Brain Tumor Detection Model Using Local Binary Pattern and Multilayered SVM Classifier
      2. Characterization of intelligent autonomous agents inspired by biological theory in Cognitive Environment
      3. Dynamic Wavelength Scheduling by Multi-objectives in OBS Networks
      4. Speech as a Biomarker for COVID-19 detection using Machine Learning
  6. Principal Investigator (PI), 2009-2019 (Signal processing and localization with security for WiFi systems and MANETs for Disaster Management and E-Governance), a project funded by USTC and Lulea University of Sweden (Fund: 20,000 BDT by USTC and Journal APC funded by Lulea University of Sweden) (Successfully completed), Outcome: simulation, comparative analysis, publication of papers
    • Published papers:
      1. Estimation of Signal Coverage and Localization in Wi-Fi Networks with AODV and OLSR
      2. A Scalable and Secure MANET for i-Voting System
      3. Performance Analysis of Anomaly Based Network Intrusion Detection Systems
      4. Selection of Energy Efficient Routing Protocol for Irrigation Enabled by Wireless Sensor Networks
      5. Performance Analysis of a Surveillance System to Detect and Track Vehicles
      6. Optimal Dynamic Routing Protocols for Agro-Sensor Communication in MANETs'
      7. Performance of Agro-Sensors: Assessment of optimality in routing protocols of MANET in wireless sensor networks
      8. The Challenges of I-voting and its Remedy
      9. Bluetooth Security Risks and Mitigation in wireless networks
      10. E-Governance in Bangladesh, Survey, Analysis and Proposed Recommendations
  7. Researcher, Collaborative research on computation between MMU, NIT Durgapur and CMR Institute of Technology, Hyderabad, India. 2021-2024. Outcome: Publication of papers
    • Published papers:
      1. Investigation on battery-less voltage of piezoelectric V-shape cantilever beam energy harvester using FEA method for pacemaker
      2. Exploring Wealth Dynamics: A Comprehensive Big Data Analysis of Wealth Accumulation Patterns
      3. An Improved Harmony Search approach for Block Placement for VLSI Design Automation
      4. Container space optimization: A simulation-based case study
      5. Machine Learning Algorithms for Emotion Detection using EEG Signals

 

Research Interests:

  1. AI and IoT for Disaster Management
  2. Renewable Energy
  3. Communication and computer network

Publications:

  1. Journals
  • Web of Science (WoS) and Scopus Indexed Journals:
  1. Exploring Wealth Dynamics: A Comprehensive Big Data Analysis of Wealth Accumulation Patterns

Authors: Karim Mohammed Rezaul, Mifta Uddin Khan, Nnamdi Williams David,

Kazy Noor e Alam Siddiquee, Tajnuva Jannat, Md Shabiul Islam

Journal: International Journal of Advanced Computer Science and Applications (IJACSA) in Volume 15 No 12, December, 2024 (Q3, IF: 1.3, H-Index: 47)

DOI: 10.14569/IJACSA.2024.0151206

 

  1. IoT-Driven Precision in Fish Farming: A Deep Dive into Automated
    Temperature, Oxygen, and pH Regulation

Authors: Md. Naymul Islam Nayoun, Syed Akhter Hossain, Karim Mohammed Rezaul*, Kazy Noor e Alam Siddiquee, Md. Shabiul Islam *, Tajnuva Jannat

Journal: Computers of MDPI, 13(10), 267; October 2024, Scopus, WoS (Q2) (IF: 3.94, H-Index: 39)

DOI: https://doi.org/10.3390/computers13100267

 

  1. Enhancing Audio Classification through MFCC Feature Extraction & Data Augmentation with CNN and RNN Models

Authors: Karim Mohammed Rezaul, Md. Jewel Author, Md Shabiul Islam, Kazy Noor e Alam Siddiquee, Nick Barua, Muhammad Azizur Rahman, Mohammad Shan-A-Khuda, Rejwan Bin Sulaiman, Md Sadeque Imam Shaikh

Journal: International Journal of Advanced Computer Science and Applications (IJACSA), Scopus and WoS (Q3), in volume 15 No 5 June 2024, (IF: 1.3, H-Index: 47)

DOI: 10.14569/IJACSA.2024.0150704

 

  1. Investigation on battery-less voltage of piezoelectric V-shape cantilever beam energy harvester using FEA method for pacemaker

Authors: Joy Dewanjee, Md Shabiul Islam, Wong Hin Yong, Najeeb Ullah, Kazy Noor-E-Alam Siddiquee, Mohammad Tariqul Islam

Journal: International Review of Applied Sciences and Engineering, Scopus and WoS (Q2), February 2024, (IF: 1.32, H-Index: 11)

DOI: https://doi.org/10.1556/1848.2023.00759

 

  1. CNN-Based Brain Tumor Detection Model Using Local Binary Pattern and Multilayered SVM Classifier

Authors: Morarjee Kolla, Rupesh Kumar Mishra, S Zahoor ul Huq, Y. Vijayalata, M Venu Gopalachari, and Kazy Noor-e-Alam Siddiquee (Submission and Corresponding author)

Journal: Computational Intelligence and Neuroscience (Wiley), Scopus and WoS (Q1), June 2022, (IF: 3.63, H-Index: 78)

DOI: https://doi.org/10.1155/2022/9015778

 

  1. Development of Algorithms for an IoT-Based Smart Agriculture Monitoring System

Authors: Kazy Noor-e-Alam Siddiquee (Submission and Corresponding author), Md. Shabiul Islam, Ninni Singh, Vinit Kumar Gunjan, Wong Hin Yong, Mohammad Nurul Huda

Journal: Wireless Communications and Mobile Computing (Wiley), Scopus and WoS (Q2), April 2022, (IF: 2.5, H-Index: 81)

DOI: https://doi.org/10.1155/2022/7372053

 

  1. An Improved Harmony Search approach for Block Placement for VLSI Design Automation

Author: Shaik Karimullah, D Vishnuvardhan, Muhammad Arif, Vinit Gunjan, Fahimuddin Shaik, Kazy Noor-e-Alam Siddiquee (Submission and Corresponding Author)

Journal: Wireless Communications and Mobile Computing (Wiley), Scopus and WoS (Q2), April 2022, (IF: 2.5, H-Index: 81)

DOI: https://doi.org/10.1155/2022/3016709

 

  1. Characterisation of intelligent autonomous agents inspired by biological theory in Cognitive Environment

Authors: Refonaa j, Porselvi A, Jany shabu S L, Santhosh krishna B V, Kazy Noor-e-Alam Siddiquee (Submission and Corresponding Author)

Journal: Mobile Information Systems (Wiley), Scopus and WoS (Q2), April 2022, (IF: 2.41, H-Index: 46)

DOI: https://doi.org/10.1155/2022/4931194

 

  1. Dynamic Wavelength Scheduling by Multi-objectives in OBS Networks

Authors: DR. V. Kishen Ajay Kumar, M. Rudra Kumar, Dr. N. Shribala, Dr. Ninni Singh, Dr. Vinit Kumar Gunjan, Kazy Noor-e-Alam Siddiquee (Submission and Corresponding Author), Dr. Muhammad Arif

Journal: Journal of Mathematics (Wiley), Scopus and WoS (Q2), April 2022, (IF: 1.29, H-Index: 20)

DOI: https://doi.org/10.1155/2022/3806018

 

  1. Speech as a Biomarker for COVID-19 detection using Machine Learning

Authors: Mohammed Usman, Vinit Kumar Gunjan, Mohd Wajid, Mohammed Zubair, Kazy Noor-e-Alam Siddiquee (Corresponding Author)

Journal: Computational Intelligence and Neuroscience (Wiley), Scopus and WoS (Q1), April 2022, (IF: 3.63, H-Index: 78)

DOI: https://doi.org/10.1155/2022/6093613

 

  1. Performance Analysis of Simulated Annealing and Genetic Algorithm on systems of linear equations

Authors: Md. Shabiul Islam , Most Tahamina Khatoon, Kazy Noor-e-Alam Siddiquee (Corresponding author), Wong Hin Yong, Mohammad Nurul Huda

Journal: F1000Research (Taylor & Francis), Scopus and WoS (Q1), December 2021, (IF: 2.75, H-Index: 105)

DOI: https://doi.org/10.12688/f1000research.73581.1

 

  1. Detection, quantification and classification of ripened tomatoes: a comparative analysis of image processing and machine learning

Authors: Kazy Noor e Alam Siddiquee; Md. Shabiul Islam; Mohammad Yasin Ud Dowla; Karim Mohammed Rezaul; Vic Grout

Journal: IET Image Processing (IET/Wiley), 14 (11):2442 ISI, Scopus and WoS (Q2), 2020, (IF: 2.73, H-Index: 59)

http://dx.doi.org/10.1049/iet-ipr.2019.0738

 

  1. Estimation of Signal Coverage and Localization in Wi-Fi Networks with AODV and OLSR

Authors: Kazy Noor E Alam Siddiquee, Karl Andersson, Francisco Javier Moreno Arrebola, Zainal Abedin, Mohammad Shahadat Hossain

Journal: Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA) (ISYOU), Scopus (Q1), 2018, (IF: 5.31, H-Index: 26)

DOI: 10.22667/JOWUA.2018.09.30.011

http://isyou.info/jowua/papers/jowua-v9n3-2.pdf

  1. A Scalable and Secure MANET for i-Voting System

Authors: Kazy Noor E Alam Siddiquee, Karl Andersson, Faria Farjana Khan, Mohammad Shahadat Hossain

Journal: Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA), (ISYOU), Scopus (Q1), 2017, (IF: 5.31, H-Index: 26)

DOI: 10.22667/JOWUA.2017.09.30.001

http://isyou.info/jowua/papers/jowua-v8n3-1.pdf

  • International Conferences, Book Chapters and Symposiums:

 

  1. Machine Learning Algorithms for Emotion Detection using EEG Signals

Authors: Md Sajjad Hossain, Saroj Kr. Biswas, Atiya Khan, Dalton Meitei Thounaojam, Kazy Noor e Alam Siddiquee

IEEE Conference on Computing, Applications and Systems (COMPAS 2024), 25 Sep 2024 to Thursday, 26 Sep 2024, Chattogram, Bangladesh

  1. Botanika: An IoT-Enabled Solar Powered Soil Profiling Sensor Probe for Rooftop Gardening

Authors: Anjuman Naher Jui, Nabonita Dey, Kazy Noor -E- Alam Siddiquee, Sarowar Morshed  Shawon

3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), 25-27 April, 2024, IEEE, Dhaka, Bangladesh

  1. Development of an Algorithm on Smart Agriculture Monitoring System for Internet of Things (IoT) Applications

Authors: Md. Shabiul Islam, Kazy Noor-e-Alam Siddiquee, Wong Hin Yong, Mohammad Nurul Huda

(DIFCON 2021: MECON 2021)

  1. A Comparative Analysis of Performances Between Simulated Annealing and Genetic Algorithm 

Authors: Md. Shabiul Islam , Most Tahamina Khatoon, Kazy Noor E Alam Siddiquee, Wong Hin Yong, Mohammad Nurul Huda

(DIFCON 2021: MECON 2021)

  1. Performance Analysis of Anomaly Based Network Intrusion Detection Systems

The 43rd IEEE Conference on Local Computer Networks (LCN), October 1-4, 2018, Chicago, USA

12th LCN IEEE Workshop On User MObility and VEhicular Networks

Authors: Zainal Abedin, Kazy Noor E Alam Siddiquee, Karl Andersson, Mohammad Shaharia Bhuiyan, Razuan Karim, Mohammad Shahadat Hossain,

Publication Link – https://ieeexplore.ieee.org/document/8628599

  1. Selection of Energy Efficient Routing Protocol for Irrigation Enabled by Wireless Sensor Networks

The 42nd IEEE Conference on Local Computer Networks (LCN), IEEE

Authors: Zainal Abedin, Sukanta Paul, Sharmin Akther, Kazy Noor E Alam Siddiquee, Mohammad Shahadat Hossain, Karl Andersson

The 42nd IEEE Conference on Local Computer Networks (LCN), October 9-12, 2017, Singapore

Publication Link – https://ieeexplore.ieee.org/document/8110207/

  1. Performance Analysis of a Surveillance System to Detect and Track Vehicles

The 12th IEEE Conference on Industrial Electronics and Applications (ICIEA)

Authors: Kazy Noor E Alam Siddiquee, Dhiman Sharma, Avijit Nandy, Sharmin Akhter, Sohrab Hossain, Dr. Md. Shahadat Hossain, Karl Andersson

The 12th IEEE Conference on Industrial Electronics and Applications (ICIEA 2017), IEEE Industrial Electronics (IE) Chapter, Singapore, IEEE Singapore Section (June 18 – 20), 2017, IEEE Singapore Section

Publication Link - https://ieeexplore.ieee.org/document/8282853/

  1. Optimal Dynamic Routing Protocols for Agro-Sensor Communication in MANETs'

The 14th Annual IEEE Consumer Communications & Networking Conference (CCNC)

Authors: Kazy Noor E Alam Siddiquee, Faria Farzana Khan, Dr. Md. Shahadat Hossain, Karl Andersson

The 14th Annual IEEE Consumer Communications & Networking Conference, IEEE CCNC 2017

CCNC 2017 Las Vegas, Nevada , USA on January 8-11, 2017.

Publication Link - http://ieeexplore.ieee.org/document/8013436/

  1. Performance of Agro-Sensors: Assessment of optimality in routing protocols of MANET in wireless sensor networks

IEEE International Conference on Intelligent Control, Power and Instrumentation (ICICPI 2016)

Authors: Faria Farjana Silky, Dr. Anindya Jana, Tahesin Samira, Kazy Noor E Alam Siddiquee

IEEE Kolkata Section with IEEE Power & Energy Sociaty (IEEE PES), (October 21 – 23, 2016) 2016

Publication Link - http://ieeexplore.ieee.org/document/7859682/

  1. The Challenges of I-voting and its Remedy

Authors: Kazy Noor E Alam Siddiquee

International Conference on Computational Science and Engineering [ICCSE 2016]

4th to 6th October, 2016, paper id – 125, http://iccse.ashtik.com/

Sponsored by -

IEEE ELECTRON DEVICE SOCIETY, KOLKATA SECTION, CRC Press (Taylor and Francis Ltd.)

Institution of Engineers (India), Kolkata Section, TEQIP-II, RCCIIT, India

Publication Link - http://iccse.ashtik.com/iccse2016_programme%20schedule.pdf

  1. Container space optimization: A simulation-based case study

Authors: Asif Salam, Kazy Noor E Alam Siddiquee, Arif Ahmed

Publisher: Reflections on Supply Chain Research and Practice, page: 106

20th International Symposium on Logistics (ISL 2015), 5th – 8th July 2015, Bologna, Italy

ISBN: 13 9780853583080

Published by: Centre for Concurrent Enterprise, Nottingham University Business School, Jubilee Campus, Wollaton Road, Nottingham, NG8 1BB, UK

Publication Link - http://www.isl21.org/wp-content/uploads/2015/07/20th-ISL-2015-abstract-proceeding.pdf

  1. Bluetooth Security Risks and Mitigation in wireless networks

IEEE International Conference on Recent Trends in Soft Computing and Information Technology (RTSCIT)

Authors: Kazy Noor E Alam Siddiquee, SADEQUE IMAM SHEAKH

IEEE International Conference on Recent Trends in Soft Computing and Information Technology (RTSCIT), (09th and 10th January), 2010, Bhopal, India, Paper Id- RTSCIT 280, @IEEE MP Subsection and AICTE

  1. E-Governance in Bangladesh, Survey, Analysis and Proposed Recommendations

IEEE International Conference on Recent Trends in Soft Computing and Information Technology (RTSCIT)

Authors: Kazy Noor E Alam Siddiquee, Sadeque Imam Sheakh

(09th and 10th January), 2010, Bhopal, India, Paper Id- RTSCIT 277, @IEEE MP Subsection and AICTE

Professional Experience (18 years):

  1. Visiting Professor, Kobe Gakuin University, Japan
  2. Associate Professor, State University of Bangladesh
  3. Associate Professor, University of Science and Technology Chittagong
  4. Assistant Professor, University of Science and Technology Chittagong
  5. Lecturer, University of Science and Technology Chittagong

Technical Skills:

  • Social and Professional Networking (with LinkedIn, Facebook, Twitter, LinkedIn) (Medium level)
  • Business requirement analysis with UML, BPMN, Data models, OOA (Professional level)
  • Model design with Machine learning (Python) (Medium level)
  • Data visualization with MS Excel, MS Access (Charts), MS Projects, MS Word (Professional level)
  • Technical Design of notations and stencils with MS Visio, Lucid Chart, Macromedia Flash, Adobe Illustrator (Medium level)
  • System Administration (with Windows, Linux (Red Hat), Ubuntu), Router, Switch, 3 tier, 2 tier network systems, Campus network, Sensor network, IP Telephony network (Medium level)
  • Language (Visual Basic, Oracle, MySQL, SQL, C/C++, PHP, Visual Basic, Python) (Medium level)
  • Writing (Academic, Blogging, Creative Writing, SEO writing, Technical Writing, SEO copywriting) (Medium level)
  • Market Research and Survey (with survey monkey) (Medium level)
  • Data Analysis with Machine Learning (Python, Orange, MS Excel) (Medium level)

KAZY NOOR E ALAM SIDDIQUEE

Associate Professor Department of Computer Science & Engineering (CSE) knas11@gmail.com