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 profileCareer 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
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
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
N Wang, J Chen, D Wu, W Yang, Y Xiang, A Sajjanhar
(2023), Vol. 75, Journal of Information Security and Applications, C1
Manjeet Singh, Shaun Bangay, Henry Grossek, Atul Sajjanhar
(2023), Vol. 7, pp. 1-19, Multimodal Technologies and Interaction, Basel, Switzerland, C1
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
M Singh, S Bangay, A Sajjanhar
(2023), Vol. 7, pp. 1-13, Multimodal Technologies and Interaction, Basel, Switzerland, C1
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
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
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
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
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
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
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
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
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
D Lam, T Hoang, A Sajjanhar, F Chen
(2021), Vol. 27, pp. 275-300, New Review of Hypermedia and Multimedia, C1
D Lam, T Hoang, A Sajjanhar
(2021), Vol. 5, Multimodal Technologies and Interaction, C1
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
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
Pedagogical framework for environmental science
A Sajjanhar, K Lim, Y Ren
(2020), Vol. 25, pp. 3631-3641, Education and Information Technologies, C1
Image-based feature representation for insider threat classification
R Gayathri, A Sajjanhar, Y Xiang
(2020), Vol. 10, Applied Sciences (Switzerland), C1
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
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
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
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
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
Face classification using color information
A Sajjanhar, A Mohammed
(2017), Vol. 8, Information (Switzerland), C1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Virtual worlds for student engagement
A Sajjanhar
(2012), Vol. 3, pp. 796-801, Creative education, Irvine, Calif., C1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Gayathri Radhabai Gopinathan Nair
Thesis entitled: Insider Threat Detection Using Adversarial Learning and Deep Learning
Doctor of Philosophy (Information Technology), School of Information Technology
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
Sachin Clement
Thesis entitled: Sub-graph ensembles for efficient causal discovery in high-dimensional datasets
Master of Science (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
Hasseeb Dawood Injas Azzawi
Thesis entitled: Computational Models and Approaches for Lung Cancer Diagnosis
Doctor of Philosophy (Information Technology), School of Information Technology