Dr Md Ahsan Habib

STAFF PROFILE

Position

Lecturer, Software Engineering

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Qualifications

Doctor of Philosophy, Deakin University, 2023
Master of Engineering (Information Technology), Asian Institute of Technology, 2007

Contact

m.habib@deakin.edu.au
+61 3 924 46696

Research interests

i. Interpretable AI - seek domain specific interpretability in deep learning model's decision-making,

ii. Physiological time-series analysis using Machine learning and deep learning.

iii. Internet of Medical Things - data platform for seamless sensor integration and monitoring.

Publications

Filter by

2024

Continuous monitoring of body temperature for objective detection of health and safety risks in construction sites: An analysis of the accuracy and comfort of off-the-shelf wearable sensors

Farnad Nasirzadeh, Chandan Karmakar, Ahsan Habib, Kevin Benny Neelangal, Mostafa Mir, SangHyun Lee, Tony Arnel

(2024), pp. 1-38, Heliyon, Amsterdam, The Netherlands, C1

journal article

The Impact of Simultaneous Adversarial Attacks on Robustness of Medical Image Analysis

Shantanu Pal, Saifur Rahman, Maedeh Beheshti, Ahsan Habib, Zahra Jadidi, Chandan Karmakar

(2024), pp. 1-17, IEEE Access, Piscataway, N.J., C1-1

journal article
2023

Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution

A Habib, C Karmakar, J Yearwood

(2023), Vol. 27, pp. 1758-1769, IEEE Journal of Biomedical and Health Informatics, Piscataway, N.J., C1

journal article

Performance of a Convolutional Neural Network Derived from PPG Signal in Classifying Sleep Stages

A Habib, M Motin, T Penzel, M Palaniswami, J Yearwood, C Karmakar

(2023), Vol. 70, pp. 1717-1727, IEEE Transactions on Biomedical Engineering, Piscataway, N.J., C1

journal article

Domain Agnostic Post-Processing for QRS Detection Using Recurrent Neural Network

Ahsan Habib, Chandan Karmakar, John Yearwood

(2023), Vol. 27, pp. 3748-3759, IEEE Journal of Biomedical and Health Informatics, Piscataway, N.J., C1

journal article

Cesarean Section Classification Using Machine Learning With Feature Selection, Data Balancing, and Explainability

Nahid Sultan, Mahmudul Hasan, Md Wahid, Hasi Saha, Ahsan Habib

(2023), Vol. 11, pp. 84487-84499, IEEE Access, Piscataway, N.J., C1

journal article

Impact of synthetic noise signature and physiologic ECG signal on designing ML-based ECG noise detection framework

Saifur Rahman, Ahsan Habib, Chandan Karmakar, John Yearwood

(2023), pp. 1-4, EMBC 2023 : Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Sydney, Australia, E1

conference
2020

Emotion recognition from isolated Bengali speech

J Devnath, M Sabbir Hossain, M Rahman, H Saha, A Habib, M Nahid Sultan

(2020), Vol. 98, pp. 1523-1533, Journal of Theoretical and Applied Information Technology, C1-1

journal article

Robust patient information embedding and retrieval mechanism for ECG signals

I Natgunanathan, C Karmakar, S Rajasegarar, T Zong, A Habib

(2020), Vol. 8, pp. 181233-181245, IEEE Access, C1

journal article
2019

Impact of ECG dataset diversity on generalization of CNN model for detecting QRS complex

Ahsan Habib, Chandan Karmakar, John Yearwood

(2019), Vol. 7, pp. 93275-93285, IEEE access, Piscataway, N.J., C1

journal article
2018

Classification of Microscopic Images of Bacteria Using Deep Convolutional Neural Network

Md Wahid, Tasnim Ahmed, Md Habib

(2018), pp. 217-220, 2018 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (ICECE), BANGLADESH, Bangladesh Univ Engn & Technol, Dept Elect & Elect Engn, Dhaka, E1-1

conference

Implementation of Bangla Speech Recognition in Voice Input Speech Output (VISO) Calculator

Tasnim Ahmed, Md Wahid, Md Habib

(2018), 2018 INTERNATIONAL CONFERENCE ON BANGLA SPEECH AND LANGUAGE PROCESSING (ICBSLP), BANGLADESH, Sylhet, E1-1

conference
2015

Big data use case domains for telecom operators

Rabiul Jony, Rabiul Jony, Ahsan Habib, Ahsan Habib, Nabeel Mohammed, Nabeel Mohammed, Rakibul Rony, Rakibul Rony

(2015), pp. 850-855, SmartCity 2015 : Proceedings of the IEEE International Conference on Smart City/SocialCom/SustainCom, Chengdu, China, E1-1

conference

An evaluation of data processing solutions considering preprocessing and 'special' features

Rabiul Jony, Rabiul Jony, Nabeel Mohammed, Nabeel Mohammed, Ahsan Habib, Ahsan Habib, Sifat Momen, Sifat Momen, Rakibul Rony, Rakibul Rony

(2015), pp. 224-231, SITIS 2015 : Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, Bangkok, Thailand, E1-1

conference

Effective fire event notification system for fire service department of Bangladesh

Md Al Imran, Md Al Imran, Md Habib, Md Habib

(2015), ICEEICT 2015 : Proceedings of the 2nd International Conference on Electrical Engineering and Information Communication Technology, Dhaka, Bangladesh, E1-1

conference
2007

Effective event description using trend template language and efficient intrusion detection

Md Habib, Md Habib, Phan Dung, Phan Dung

(2007), pp. 996-+, 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, Montreal, COOK ISLANDS, E1-1

conference

Funded Projects at Deakin

Industry and Other Funding

Risk of Attempt of Suicide Model

A/Prof Chandan Karmakar, Prof Maia Angelova Turkedjieva, Dr Md Ahsan Habib

Leidos, Inc

  • 2024: $50,067
  • 2023: $34,043

Supervisions

No completed student supervisions to report