Profile image of Atul Sajjanhar

Dr Atul Sajjanhar

STAFF PROFILE

Position

Senior Lecturer

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Qualifications

Master of Education, Monash University, 2017
Doctor of Philosophy, Monash University, 2011
Master of Computing, Monash University, 1998
Graduate Diploma of Applied Science, Deakin University, 1996
Bachelor of Engineering, S G S Inst of Tech & Sc, 1994

Contact

Biography

Atul Sajjanhar is a Senior Lecturer in the School of Information Technology, Deakin University. He obtained Master of Computing (Research) and PhD degrees from Monash University, Australia. He has held positions in the Institute of Infocomm Research (formerly, Kent Ridge Digital Labs), Singapore and The University of Southern Queensland, Hervey Bay.

Read more on Atul's profile

Career highlights

Positions Held

2017 (Jul-Oct), Visiting Researcher, Univ. of Elect. Sc. & Tech. of China

2007, Lecturer, Deakin University

2003, Associate Lecturer, Deakin University

2002, Associate Lecturer, University of Southern Queensland

1997, Institute for Infocomm Research, A*STAR, Singapore

1997, Research Assistant, Monash University

Research interests

Pattern recognition

Machine Learning

Deep Learning

Learning Analytics

 

Teaching interests

Enterprise Applications Development

Web Technologies and Development

Distributed Systems

Cyber-physical systems

Units taught

SIT107 - Connecting the Cyber and Physical Worlds

SIT203 - Web Programming

SIT323 - Cloud Application Development

SIT374 - Team Project (A) - Project Management and Practices

SIT378 - Team Project (B) - Execution and Delivery

SIT780 - Enterprise Applications Development

SIT774 - Web Technologies and Development

SIT231 - Advanced Database Systems

SIT104 - Introduction to Web Development

SIT102 - Introduction to Programming

SIT725 - Advanced Software Engineering

SIT371 - Java Programming

SIT790 - Major Thesis

SIT792 - Minor Thesis

Professional activities

Senior Member, IEEE

Editorial Board

  • International Journal of Web Services Research (IJWSR)
  • Frontiers in Computational Neuroscience

MSc/PhD External Examiner

  • Federation University, Australia
  • Macquarie University, Australia
  • Southern Cross University, Australia

Journal Reviewer

  • Pattern Recognition Letters
  • IEEE Transactions on Services Computing
  • Software: Practice and Experience, Scholar One Inc.
  • IET Image Processing
  • Cognition, Technology and Work, Springer
  • Electronics, MDPI, Switzerland

Projects

Externally Funded Projects

  • 2022, $15,000 International Education Resilience Fund, Augmented Reality (AR) Enhanced Analytics for Engaging and Evaluating Participants, PhD Internship.
  • 2020-2022, $56,000 Blockchain Enabled Al Driven E-Marking Platform - PhD Scholarship
  • 2020-2021, $15,000 Defence Science Institute, Analysis of Eye Fixation Data, PhD top-up scholarship.
  • 2019, $15,000, Cyber Security Cooperative Research Centre Honours Scholarship https://www.cybersecuritycrc.org.au/ , Deep Learning for Insider Threat Detection
  • 2019, $13,500, Forest Classroom Augmented Reality Project.
  • 2018, $55,000, Enterprise Applications for Supply Chain and Logistics
  • 2017, $50,000, Information Oriented Fog Servers in National Parks

Other Projects

  • 2019, Deakin UserX Network $3600, UX Framework in the Cultural Heritage Domain
  • 2019-2020, Deakin UserX Network $10000, AR project
  • 2015, Faculty of SEBE, $6000, Experiential Learning Framework for Environmental Science
  • Cloud Connected Weather Station
  • Deep Learning for Facial Expression Recognition
  • Collaborative Platform for Water Industry Digitisation, School of Engineering

Research Supervision

  • Cognitive Workload Detection Based on Eye-Tracking Data (Hadia Tazeem, PhD candidate)
  • Federated Learning for IoT (Yuechao Ren, PhD candidate)
  • Federated Learning (Jun Bai, PhD candidate)
  • Blockchain Enabled Al Driven E-Marking Platform (Nai Wang, PhD candidate)
  • Deep Learning for Insider Threat Detection (Gayathri Gopinathan Nair, PhD completed 2023)
  • User Experience Framework for Interactive Technologies in Cultural Heritage Domain (Duyen Lam, PhD, completed 2022)
  • Generative Probabilistic Models for Detection and Analysis of Astroturfing Groups in Online Social Networks (Noora Alallaq, completed 2020)
  • Computational Models and Approaches for Lung Cancer Diagnosis (Hasseeb Azzawi, PhD completed 2019)
  • Cancer Prognosis Based on Knowledge Discovery from Clinic and Biological Data Sets (Russul Al-Anni, PhD completed 2019)
  • Sub-graph ensembles for efficient causal discovery in high-dimensional datasets (Sachin Clement, MSc (research), completed 2019)
  • Persuasive Technologies for Online Help-Seeking (Manjeet Singh, MSc (research), completed 2018)
  • Robust Approaches for Face Recognition (Ahmed Mohamed, PhD, completed 2018)

Publications

Filter by

2024

Hybrid deep learning model using SPCAGAN augmentation for insider threat analysis

Gayathri R.G., Atul Sajjanhar, Yong Xiang

(2024), Vol. 249, pp. 1-13, Expert Systems With Applications, Amsterdam, The Netherlands, C1

journal article
2023

Predicting Student Performance Using Clickstream Data and Machine Learning

Y Liu, S Fan, S Xu, A Sajjanhar, S Yeom, Y Wei

(2023), Vol. 13, pp. 17-17, Education Sciences, C1

journal article

Hybrid KD-NFT: A multi-layered NFT assisted robust Knowledge Distillation framework for Internet of Things

N Wang, J Chen, D Wu, W Yang, Y Xiang, A Sajjanhar

(2023), Vol. 75, Journal of Information Security and Applications, C1

journal article

Forest Classroom: A Case Study of Educational Augmented Reality Design to Facilitate Classroom Engagement

Manjeet Singh, Shaun Bangay, Henry Grossek, Atul Sajjanhar

(2023), Vol. 7, pp. 1-19, Multimodal Technologies and Interaction, Basel, Switzerland, C1

journal article

A two-tier coordinated load balancing strategy over skewed data streams

Dawei Sun, Minghui Wu, Zhihong Yang, Atul Sajjanhar, Rajkumar Buyya

(2023), pp. 1-29, Journal of Supercomputing, Berlin, Germany, C1

journal article

Teachers' Perspectives on Using Augmented-Reality-Enhanced Analytics as a Measure of Student Disengagement

M Singh, S Bangay, A Sajjanhar

(2023), Vol. 7, pp. 1-13, Multimodal Technologies and Interaction, Basel, Switzerland, C1

journal article

A Robust NFT Assisted Knowledge Distillation Framework for Edge Computing

N Wang, A Sajjanhar, Y Xiang, L Gao

(2023), Vol. 489, pp. 20-31, TridentCom 2022 : Tools for Design, Implementation and Verification of Emerging Information Technologies : Proceedings of the 17th EAI International Conference on Testbeds and Research Infrastructures, Melbourne, Vic., E1

conference

Client Selection Based on Diversity Scaling for Federated Learning on Non-IID Data

Yuechao Ren, Atul Sajjanhar, Shang Gao, Seng Loke

(2023), Vol. 511, pp. 126-137, Broadband Communications, Networks, and Systems., Virtual, E1

conference

An Elastic Scalable Grouping for Stateful Operators in Stream Computing Systems

S Lei, D Sun, A Sajjanhar

(2023), Vol. 14176, pp. 463-478, ADMA 2023 : Proceedings of the the 19th International Conference on Advanced Data Mining and Application, Shenyang, China, E1

conference
2022

A survey on smart farming data, applications and techniques

S Alwis, Z Hou, Y Zhang, M Na, B Ofoghi, A Sajjanhar

(2022), Vol. 138, pp. 1-14, Computers in Industry, Amsterdam, The Netherlands, C1

journal article

A Data Stream Prediction Strategy for Elastic Stream Computing Systems

H Zhang, D Sun, A Sajjanhar, R Buyya

(2022), Vol. 413, pp. 148-162, BROADNETS 2021 : Proceedings of the 12th International Conference on Broadband Communications, Networks , and Systems, Virtual Event, E1

conference

Adversarial Training for Robust Insider Threat Detection

R Gayathri, A Sajjanhar, Y Xiang

(2022), IEEE IJCNN 2022 : Proceedings of the International Joint Conference on Neural Networks 2022, Padua, Italy, E1

conference

FedEWA: Federated Learning with Elastic Weighted Averaging

J Bai, A Sajjanhar, Y Xiang, X Tong, S Zeng

(2022), IEEE IJCNN 2022 : Proceedings of the International Joint Conference on Neural Networks 2022, Padua, Italy, E1

conference

An Architecture for Capturing and Presenting Learning Outcomes using Augmented Reality Enhanced Analytics

M Singh, S Bangay, A Sajjanhar

(2022), pp. 611-612, ISMAR 2022 : Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct 2022 symposium, Singapore, E1

conference

Augmented Reality Enhanced Analytics to Measure and Mitigate Disengagement in Teaching Young Children

M Singh, S Bangay, A Sajjanhar

(2022), pp. 782-785, ISMAR 2022 : Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct 2022 symposium, Singapore, E1

conference
2021

User experience factors, a comparative study of cultural heritage interactive technologies in developing and developed countries

D Lam, T Hoang, A Sajjanhar, F Chen

(2021), Vol. 27, pp. 275-300, New Review of Hypermedia and Multimedia, C1

journal article

Identification of usability issues of interactive technologies in cultural heritage through heuristic evaluations and usability surveys

D Lam, T Hoang, A Sajjanhar

(2021), Vol. 5, Multimodal Technologies and Interaction, C1

journal article

Augmented Reality Analytics to Investigate Motor Skills for Crossing the Midline

Manjeet Singh, Shaun Bangay, Atul Sajjanhar

(2021), Vol. 2, pp. 703-705, ICCE 2021 : Proceedings of the 29th International Conference on Computers in Education Conference, Bangkok, Thailand, E1

conference

Anomaly Detection for Scenario-based Insider Activities using CGAN Augmented Data

R Gayathri, A Sajjanhar, Y Xiang, X Ma

(2021), pp. 718-725, 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Shenyang, China, E1

conference
2020

Pedagogical framework for environmental science

A Sajjanhar, K Lim, Y Ren

(2020), Vol. 25, pp. 3631-3641, Education and Information Technologies, C1

journal article

Image-based feature representation for insider threat classification

R Gayathri, A Sajjanhar, Y Xiang

(2020), Vol. 10, Applied Sciences (Switzerland), C1

journal article
2019

Second life as a learning environment for computer programming

A Sajjanhar, Julie Faulkner

(2019), Vol. 24, pp. 2403-2428, Education and information technologies, New York, N.Y., C1

journal article

Network anomaly detection by using a time-decay closed frequent pattern

Y Zhao, J Chen, D Wu, J Teng, N Sharma, A Sajjanhar, M Blumenstein

(2019), Vol. 10, Information (Switzerland), C1

journal article
2018

Image Appearance-Based Facial Expression Recognition

Z Wu, R Xiamixiding, A Sajjanhar, J Chen, Q Wen

(2018), Vol. 18, International Journal of Image and Graphics, C1

journal article

Deep learning models for facial expression recognition

A Sajjanhar, ZhaoQi Wu, Quan Wen

(2018), pp. 1-6, DICTA 2018 : Proceedings of the 2018 International Conference on Digital Image Computing: Techniques and Applications, Canberra, A.C.T., E1

conference

Heuristic evaluations of cultural heritage websites

Duyen Lam, A Sajjanhar

(2018), pp. 1-6, DICTA 2018 : Proceedings of the 2018 International Conference on Digital Image Computing: Techniques and Applications, Canberra, A.C.T., E1

conference
2017

Face classification using color information

A Sajjanhar, A Mohammed

(2017), Vol. 8, Information (Switzerland), C1

journal article

Robust single-label classification of facial attributes

A Mohammed, Sajjanhar

(2017), pp. 651-656, ICME 2017 : The new media experience : Proceedings of the IEEE International Conference on Multimedia and Expo 2017, Hong Kong, China, E1

conference

Investigation of gender and race classification for different color models

A Mohammed, A Sajjanhar

(2017), pp. 1-8, DICTA 2017 : Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, Sydney, N.S.W., E1

conference

Texture features for clustering based multi-label classification of face images

A Mohammed, R Xiamixiding, A Sajjanhar, J Chen, G Nasierding

(2017), pp. 1-5, CISP-BMEI 2017 : Proceedings of the 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, Shanghai, China, E1

conference

Experimental evaluation of facial expression recognition

A Sajjanhar, Z Wu, J Chen, Q Wen, R Xiamixiding

(2017), pp. 1-5, CISP-BMEI 2017 : Proceedings of the 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, Shanghai, China, E1

conference
2016

Experimental comparison of approaches for feature extraction of facial attributes

A Mohammed, A Sajjanhar

(2016), Vol. 38, pp. 187-198, International journal of computers and applications, Philadelphia, Pa., C1

journal article

Robust approaches for multi-label face classification

A Mohammed, A Sajjanhar

(2016), pp. 275-280, 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2016), Gold Coast, Australia, E1

conference
2015

J-Circos: an interactive Circos plotter

J An, J Lai, A Sajjanhar, J Batra, C Wang, C Nelson

(2015), Vol. 31, pp. 1463-1465, Bioinformatics, London, Eng., C1

journal article

RNASeqBrowser: a genome browser for simultaneous visualization of raw strand specific RNAseq reads and UCSC genome browser custom tracks

J An, J Lai, D Wood, A Sajjanhar, C Wang, G Tevz, M Lehman, C Nelson

(2015), Vol. 16, pp. 1-9, BMC genomics, London, Eng., C1

journal article

Multi-label approach for human-face classification

A Mohammed, A Sajjanhar, G Nasierding

(2015), pp. 648-653, CISP 2015 : Proceedings of the 8th International Congress on Image and Signal Processing, Shenyang, China, E1

conference

Robustness comparison of clustering - based vs. non-clustering multi-label classifications for image and video annotations

G Nasierding, Y Li, A Sajjanhar

(2015), pp. 691-696, CISP 2015 : Proceedings of the 8th International Congress on Image and Signal Processing, Shenyang, China, E1

conference
2014

Intelligent Billboard Based on Ambient System (IBBAS)

B Alrubaiey, M Chowdhury, A Sajjanhar

(2014), pp. 1-17, Applied computing and information technology, Berlin, Germany, B1

book chapter

Exploring second life as a learning environment for computer programming

A Sajjanhar, J Faulkner

(2014), Vol. 5, pp. 53-62, Creative education, Irvine, Calif., C1

journal article

miRPlant : an integrated tool for identification of plant miRNA from RNA sequencing dataa

Jiyuan An, John Lai, Atul Sajjanhar, Melanie Lehman, Colleen Nelson

(2014), Vol. 15, pp. 1-4, BMC Bioinformatics, London, United Kingdom, C1

journal article

Fingertips detection for human interaction system

M Alam, G Nasierding, A Sajjanhar, M Chowdhury

(2014), pp. 1-5, ICGIP 2013 : Proceedings of the 5th International Conference on Graphic and Image Processing, Hong Kong, E1

conference
2013

Smart Interactive Advertising Board (SIAB)

B Al-Rubaie, M Chowdhury, A Sajjanhar

(2013), pp. 312-317, IIAI 2013 : Proceedings of the 2nd International Conference on Advanced Applied Informatics, Matsue, Japan, E1

conference

Multi-label classification with clustering for image and text categorization

G Nasierding, A Sajjanhar

(2013), pp. 869-874, Proceedings of the 6th International Congress on Image and Signal Processing; CISP 2013, Hangzhou, China, E1

conference
2012

Virtual worlds for student engagement

A Sajjanhar

(2012), Vol. 3, pp. 796-801, Creative education, Irvine, Calif., C1

journal article

Web service to deliver filtered RSS items to a mobile application

A Sajjanhar, Y Zhao

(2012), pp. 128-133, ChinaGrid 2012 : Proceedings of the 7th ChinaGrid Annual Conference 2012, Beijing, China, E1

conference

Composite spectral shape descriptor

A Sajjanhar

(2012), pp. 776-780, CISP 2012 : Proceedings of the 5th International Congress on Image and Signal Processing, Chongqing, China, E1

conference
2011

Polar transformation system for offline handwritten character recognition

X Wang, A Sajjanhar

(2011), pp. 15-24, Software engineering, artificial intelligence, networking and parallel/distributed computing 2011, Berlin, Germany, B1

book chapter

Using a circular grid for offline handwritten character recognition

X Wang, A Sajjanhar

(2011), pp. 945-949, CISP 2011 : Proceedings, the 4th International Congress on Image and Signal Processing, 15-17 October 2011, Shanghai, China, Shanghai, China, E1

conference
2010

Novel spectral descriptor for object shape

A Sajjanhar, G Lu, D Zhang

(2010), pp. 58-67, Advances in multimedia information processing - PCM 2010, Berlin, Germany, B1

book chapter

Connectivity-based shape descriptors

A Sajjanhar, G Lu, D Zhang, W Zhou

(2010), Vol. 32, pp. 93-98, International journal of computers and applications, Calgary, Canada, C1

journal article

Many-body dissipative particle dynamics simulation of wetting phenomena

Y Zhao, Y Yue, X Zhang, S Li, A Sajjanhar

(2010), Vol. 4, pp. 280-282, Frontiers of chemical engineering in China, China, C1

journal article

Spectral shape descriptor using spherical harmonics

A Sajjanhar, G Lu, D Zhang, J Hou, W Zhou, Y Chen

(2010), Vol. 17, pp. 167-173, Integrated computer-aided engineering, Netherlands, C1

journal article

Connectivity-Based Shape Descriptors

A Sajjanhar, G Lu, D Zhang, W Zhou

(2010), Vol. 32, pp. 93-98, International Journal of Computers and Applications, C1-1

journal article

Delivering categorized news items using RSS feeds and web services

S Saha, A Sajjanhar, S Gao, R Dew, Y Zhao

(2010), pp. 698-702, CIT 2010 : 10th IEEE International Conference on Computer and Information Technology Proceedings, Bradford, England, E1

conference
2009

Spherical harmonics and distance transform for image representation and retrieval

A Sajjanhar, G Lu, D Zhang, J Hou, Y Chen

(2009), Vol. 5788, pp. 309-316, Lecture notes in computer science, Berlin, Germany, C1

journal article

Parallelization of dissipative particle dynamics simulation

Y Yue, Y Zhao, G You, L Tu, A Sajjanhar

(2009), pp. 18-22, CSO 2009 : Proceedings of the 2nd International Joint Conference on Computational Sciences and Optimization, Sanya, China, E1

conference
2008

Complementing a region descriptor for shape retrieval

A Sajjanhar, G Lu, D Zhang, W Zhou

(2008), Vol. 9, pp. 51-59, IJCIS international journal of computer & information science, Mt. Pleasant, Mich., C1

journal article

Image retrieval based on semantics of intra-region color properties

A Sajjanhar, G Luo, D Zhang, W Zhou, Y Chen

(2008), pp. 338-343, CIT 2008: Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology, Sydney, N.S.W., E1

conference

Corners-based composite descriptor for shapes

A Sajjanhar, G Lu, D Zhang, W Zhou

(2008), pp. 714-718, CISP 2008 : Proceedings of the First International Congress on Image and Signal Processing, Hainan, China, E1

conference

The research and development of ChemGrid in CGSP

Y Zhao, Y Yue, X Shi, J Li, A Sajjanhar

(2008), pp. 223-228, ChinaGrid '08 : Proceedings of the 3rd ChinaGrid Annual Conference, Gansu, China, E1

conference
2007

A composite descriptor for shape retrieval

A Sajjanhar, G Lu, D Zhang, W Zhou

(2007), pp. 795-800, 6th IEEE/ACIS International Conference on Computer and Information Science : (ICIS 2007) in conjunction with 1st IEEE/ACIS International Workshop on e-Activity (IWEA 2007) : proceedings : 11-13 July, 2007, Melbourne, Australia, Melbourne, Australia, E1

conference

Multi-scaling modelling in financial markets

R Liu, T Aste, T Di Matteo

(2007), Proceedings of SPIE--the International Society for Optical Engineering : Complex systems II, Canberra, A.C.T., E1-1

conference
2006

Providing real-time information services for public bus commuters

D Morrison, A Sajjanhar, Y Chen

(2006), Vol. 138, pp. 384-387, Information modelling and knowledge bases, Amsterdam, Netherlands, C1

journal article
2005

Multiresolution analysis of connectivity

A Sajjanhar, G Lu, D Zhang, T Qi

(2005), Vol. 3578, pp. 56-62, Lecture notes in computer science, Heidelberg, Germany, C1

journal article

Matrix model for web page community

J Hou, A Sajjanhar

(2005), pp. 132-137, Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service, Hong Kong, China, E1

conference

Spherical harmonics descriptor for 2D-image retrieval

A Sajjanhar, G Lu, D Zhang

(2005), 2005 IEEE International Conference on Multimedia and Expo (ICME), Amsterdam, The Netherlands, E1

conference
2004

Algorithm for web services matching

A Sajjanhar, A Sajjanhar, J Hou, J Hou, Y Zhang, Y Zhang

(2004), Vol. 3007, pp. 665-670, Lecture notes in computer science, Berlin, Germany, C1

journal article

Agents for invocation of web services

A Sajjanhar, H Lu

(2004), pp. 1-6, CSITeA'04 : Third International Conference on Computer Sciences, Software Engineering, Information Technology, E-Business and Applications, Cairo, Egypt, E1

conference

Coherence based histograms for shape retrieval

A Sajjanhar, G Lu, D Zhang

(2004), pp. 1-5, Third International Conference on Computer Sciences, Software Engineering, Information Technology, E-Business and Applications, Cairo, Egypt, E1

conference

Angular histograms for shape retrieval

A Sajjanhar, G Lu, D Zhang

(2004), pp. 29-31, ISCA 2004 : Computers and their applications : proceedings of the ISCA 19th International Conference, Seattle, Washington, USA, March 18-20,2004, Seattle, Washington, USA, E1

conference

Image retrieval using modified generic fourier descriptors

A Sajjanhar, G Lu, D Zhang

(2004), pp. 1-4, ISCA 2004 : Computers and their applications : proceedings of the ISCA 19th International Conference, Seattle, Washington, USA, March 18-20,2004, Seattle, Washington, E1

conference

Discriminating shape descriptors based on connectivity

A Sajjanhar, G Lu, D Zhang

(2004), pp. 2075-2078, 2004 International Conference on Multimedia and Expo (ICME) : June 27-30, 2004, Taipei, Taiwan, Taipei, Taiwan, E1

conference

Multi-scale analysis of connectivity for image retrieval

A Sajjanhar, G Lu, D Zhang

(2004), pp. 204-207, ICIG'04 : Proceedings of the 3rd International Conference on Image and Graphics, Hong Kong, China, E1

conference

Image Retrieval Using Modified Generic Fourier Descriptors

A Sajjanhar, G Lu, D Zhang

(2004), pp. 32-35, 19th International Conference on Computers and Their Applications 2004, CATA 2004, E1-1

conference
2003

Meaningful UDDI web services description

A Sajjanhar, H Lu

(2003), pp. 74-77, ISCA 2003 : Computer applications in industry and engineering : proceedings of the ISCA 16th international conference, Las Vegas, Nev., E1

conference

Web service based wagering system for the best odds

A Sajjanhar, Z Ying, M Chowdhury

(2003), pp. 242-245, Intelligent and adaptive systems and software engineering : Proceedings of the ISCA, 12th International Conference, San Francisco, CA, USA, July 9-11, 2003, San Francisco, California, E1

conference

Effect of spatial coherence on shape retrieval

A Sajjanhar, G Lu

(2003), pp. 118-122, Proceedings of the International Conference on Imaging Science, Systems and Technology : CISST`03, Las Vegas, Nevada, E1

conference

Grid-based method for ranking images with multiple objects

A Sajjanhar

(2003), pp. 1113-1117, Intelligent data engineering and automated learning : 4th international conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003 : revised papers, Hong Kong, China, E1

conference

Spatial information in histograms for shape representation

A Sajjanhar

(2003), pp. 855-859, Intelligent data engineering and automated learning : 4th international conference, IDEAL 2003, Hong Kong, China, E1

conference

A parameter adjustment method for relevance feedback

H Wan, M Chowdhury, A Sajjanhar

(2003), pp. 619-625, CISST 2003 : Proceedings of the international conference on imaging science, systems, and technology, Las Vegas, Nevada, E1

conference
1999

Region-based shape representation and similarity measure suitable for content-based image retrieval

G Lu, A Sajjanhar

(1999), Vol. 7, pp. 165-174, Multimedia systems, Berlin, Germany, C1-1

journal article

Funded Projects at Deakin

Other Public Sector Funding

Forest Classroom AR Project

Dr Atul Sajjanhar, Dr Shaun Bangay, Mr Manjeet Singh

Berwick Lodge Primary School

  • 2019: $13,500

Analysis of Eye Fixation Data

Dr Atul Sajjanhar

Defence Science Institute

  • 2021: $10,000
  • 2020: $5,000

Augmented Reality (AR) Enhanced Analytics for Engaging and Evaluating Participants.

Dr Shaun Bangay, Dr Atul Sajjanhar, Mr Manjeet Singh

International Education Resilience Fund

  • 2022: $15,000

Industry and Other Funding

Information Oriented Fog Servers in National Parks

Prof Yong Xiang, Dr Longxiang Gao, Dr Atul Sajjanhar

Telematics Course Development Fund Trust Grant - Research

  • 2017: $50,000

Blockchain Enabled Al Driven E-Marking Platform - PhD Scholarship

Dr Longxiang Gao, Dr Atul Sajjanhar, Prof Yong Xiang

TopExcel Pty Ltd

  • 2021: $28,000
  • 2020: $28,000

Supervisions

Principal Supervisor
2018

Ahmed Abdulateef Mohammed

Thesis entitled: Robust Approaches for Face Recognition

Doctor of Philosophy (Information Technology), School of Information Technology

Manjeet Singh

Thesis entitled: Evaluating Persuasive User Interfaces for Online Help-Seeking for Domestic Violence

Master of Science (Information Technology), School of Information Technology

Executive Supervisor
2022

Thi Huong Duyen Lam

Thesis entitled: User Experience Framework for Interactive Technologies in Cultural Heritage Domain

Doctor of Philosophy (Information Technology), School of Information Technology

Co-supervisor
2023

Gayathri Radhabai Gopinathan Nair

Thesis entitled: Insider Threat Detection Using Adversarial Learning and Deep Learning

Doctor of Philosophy (Information Technology), School of Information Technology

Associate Supervisor
2020

Noora Hashim Mohammed Alallaq

Thesis entitled: Generative Probabilistic Models for Detection and Analysis of Astroturfing Groups in Online Social Networks

Doctor of Philosophy (Information Technology), School of Information Technology

2019

Sachin Clement

Thesis entitled: Sub-graph ensembles for efficient causal discovery in high-dimensional datasets

Master of Science (Information Technology), School of Information Technology

Hasseeb Dawood Injas Azzawi

Thesis entitled: Computational Models and Approaches for Lung Cancer Diagnosis

Doctor of Philosophy (Information Technology), School of Information Technology

Russul Dh. Abdul Jabar Al-Anni

Thesis entitled: Cancer Prognosis Based on Knowledge Discovery from Clinic and Biological Data Sets

Doctor of Philosophy (Information Technology), School of Information Technology