Tharam S. Dillon

ORCID

Publication Activity (10 Years)

Years Active: 1976-2024
Publications (10 Years): 27

Top Venues

IEEE Trans. Ind. Informatics

IEEE Internet Things J.

Future Gener. Comput. Syst.

Comput. Syst. Sci. Eng.

Publications

Michael Zipperle, Yu Zhang, Elizabeth Chang, Tharam S. Dillon
PARGMF: A provenance-enabled automated rule generation and matching framework with multi-level attack description model. J. Inf. Secur. Appl. 81 (2024)
Michael Zipperle, Florian Gottwalt, Elizabeth Chang, Tharam S. Dillon
Provenance-based Intrusion Detection Systems: A Survey. ACM Comput. Surv. 55 (7) (2023)
Wenjin Yu, Yuehua Liu, Tharam S. Dillon, Wenny Rahayu
Edge Computing-Assisted IoT Framework With an Autoencoder for Fault Detection in Manufacturing Predictive Maintenance. IEEE Trans. Ind. Informatics 19 (4) (2023)
Yuehua Liu, Wenjin Yu, Wenny Rahayu, Tharam S. Dillon
An Evaluative Study on IoT Ecosystem for Smart Predictive Maintenance (IoT-SPM) in Manufacturing: Multiview Requirements and Data Quality. IEEE Internet Things J. 10 (13) (2023)
Wenjin Yu, Yuehua Liu, Tharam S. Dillon, Wenny Rahayu, Fahed Mostafa
An Integrated Framework for Health State Monitoring in a Smart Factory Employing IoT and Big Data Techniques. IEEE Internet Things J. 9 (3) (2022)
Michael Zipperle, Florian Gottwalt, Yu Zhang, Omar Hussain, Elizabeth Chang, Tharam S. Dillon
A Conceptual Framework for Automated Rule Generation in Provenance-based Intrusion Detection Systems. DASC/PiCom/CBDCom/CyberSciTech (2022)
Yuehua Liu, Wenjin Yu, Tharam S. Dillon, Wenny Rahayu, Ming Li
Empowering IoT Predictive Maintenance Solutions With AI: A Distributed System for Manufacturing Plant-Wide Monitoring. IEEE Trans. Ind. Informatics 18 (2) (2022)
Wenjin Yu, Tharam S. Dillon, Fahed Mostafa, Wenny Rahayu, Yuehua Liu
A Global Manufacturing Big Data Ecosystem for Fault Detection in Predictive Maintenance. IEEE Trans. Ind. Informatics 16 (1) (2020)
Tharam S. Dillon, Yi-Ping Phoebe Chen, Elizabeth Chang, Mukesh K. Mohania, Vish Ramakonar
Conjoint Knowledge Discovery Utilizing Data and Content with Applications in Business, Bio-medicine, Transport Logistics and Electrical Power Systems. Comput. Syst. Sci. Eng. 35 (5) (2020)
A. S. M. Kayes, Wenny Rahayu, Paul A. Watters, Mamoun Alazab, Tharam S. Dillon, Elizabeth Chang
Achieving security scalability and flexibility using Fog-Based Context-Aware Access Control. Future Gener. Comput. Syst. 107 (2020)
Yuehua Liu, Tharam S. Dillon, Wenjin Yu, Wenny Rahayu, Fahed Mostafa
Missing Value Imputation for Industrial IoT Sensor Data With Large Gaps. IEEE Internet Things J. 7 (8) (2020)
Yuehua Liu, Tharam S. Dillon, Wenjin Yu, Wenny Rahayu, Fahed Mostafa
Noise Removal in the Presence of Significant Anomalies for Industrial IoT Sensor Data in Manufacturing. IEEE Internet Things J. 7 (8) (2020)
Wenjin Yu, Tharam S. Dillon, Fahed Mostafa, Wenny Rahayu, Yuehua Liu
Implementation of Industrial Cyber Physical System: Challenges and Solutions. ICPS (2019)
Florian Gottwalt, Elizabeth Chang, Tharam S. Dillon
CorrCorr: A feature selection method for multivariate correlation network anomaly detection techniques. Comput. Secur. 83 (2019)
Hao-Fan Yang, Tharam S. Dillon, Elizabeth Chang, Yi-Ping Phoebe Chen
Optimized Configuration of Exponential Smoothing and Extreme Learning Machine for Traffic Flow Forecasting. IEEE Trans. Ind. Informatics 15 (1) (2019)
A. S. M. Kayes, Jun Han, Wenny Rahayu, Tharam S. Dillon, Md. Saiful Islam, Alan Colman
A Policy Model and Framework for Context-Aware Access Control to Information Resources†. Comput. J. 62 (5) (2019)
A. S. M. Kayes, Wenny Rahayu, Tharam S. Dillon, Elizabeth Chang, Jun Han
Context-aware access control with imprecise context characterization for cloud-based data resources. Future Gener. Comput. Syst. 93 (2019)
A. S. M. Kayes, Wenny Rahayu, Tharam S. Dillon
Critical situation management utilizing IoT-based data resources through dynamic contextual role modeling and activation. Computing 101 (7) (2019)
A. S. M. Kayes, J. Wenny Rahayu, Tharam S. Dillon, Elizabeth Chang
Accessing Data from Multiple Sources Through Context-Aware Access Control. TrustCom/BigDataSE (2018)
A. S. M. Kayes, J. Wenny Rahayu, Tharam S. Dillon, Syed Mahbub, Eric Pardede, Elizabeth Chang
Dynamic Transitions of States for Context-Sensitive Access Control Decision. WISE (1) (2018)
A. S. M. Kayes, J. Wenny Rahayu, Tharam S. Dillon
An Ontology-Based Approach to Dynamic Contextual Role for Pervasive Access Control. AINA (2018)
Kit Yan Chan, Hak-Keung Lam, Ka Fai Cedric Yiu, Tharam S. Dillon
A Flexible Fuzzy Regression Method for Addressing Nonlinear Uncertainty on Aesthetic Quality Assessments. IEEE Trans. Syst. Man Cybern. Syst. 47 (8) (2017)
A. S. M. Kayes, J. Wenny Rahayu, Tharam S. Dillon, Elizabeth Chang, Jun Han
Context-Aware Access Control with Imprecise Context Characterization Through a Combined Fuzzy Logic and Ontology-Based Approach. OTM Conferences (1) (2017)
Hao-Fan Yang, Tharam S. Dillon, Yi-Ping Phoebe Chen
Optimized Structure of the Traffic Flow Forecasting Model With a Deep Learning Approach. IEEE Trans. Neural Networks Learn. Syst. 28 (10) (2017)
Mahardhika Pratama, Edwin Lughofer, Chee Peng Lim, Wenny Rahayu, Tharam S. Dillon, Agus Budiyono
pClass+: A Novel Evolving Semi-Supervised Classifier. Int. J. Fuzzy Syst. 19 (3) (2017)
Tharam S. Dillon, Elizabeth Chang
Trust and Risk Semantics and Prediction through Big Data Analytics to Encompass Cloud Services, Cyber-Physical Systems, and Social Media: Issues and Challenges. Trustcom/BigDataSE/ISPA (2016)
Mahardhika Pratama, Edwin Lughofer, Meng Joo Er, J. Wenny Rahayu, Tharam S. Dillon
Evolving type-2 recurrent fuzzy neural network. IJCNN (2016)
A. J. Dinusha Rathnayaka, Vidyasagar M. Potdar, Tharam S. Dillon, Omar Khadeer Hussain
Prosumer recruitment framework for prosumer community groups in smart-grid. Comput. Syst. Sci. Eng. 30 (4) (2015)
Fahed Mostafa, Tharam S. Dillon, Elizabeth Chang
Computational Intelligence Approach to Capturing the Implied Volatility. IFIP AI (2015)
Hao-Fan Yang, Tharam S. Dillon, Yi-Ping Phoebe Chen
Evaluation of Recent Computational Approaches in Short-Term Traffic Forecasting. IFIP AI (2015)
Zia ur Rehman, Omar Khadeer Hussain, Farookh Khadeer Hussain, Elizabeth Chang, Tharam S. Dillon
User-side QoS forecasting and management of cloud services. World Wide Web 18 (6) (2015)
A. J. Dinusha Rathnayaka, Vidyasagar M. Potdar, Tharam S. Dillon, Samitha Kuruppu
Formation of virtual community groups to manage prosumers in smart grids. Int. J. Grid Util. Comput. 6 (1) (2015)
Zia ur Rehman, Omar Khadeer Hussain, Elizabeth Chang, Tharam S. Dillon
Decision-making framework for user-based inter-cloud service migration. Electron. Commer. Res. Appl. 14 (6) (2015)
Kit Yan Chan, Hak-Keung Lam, Tharam S. Dillon, Sai-Ho Ling
A Stepwise-Based Fuzzy Regression Procedure for Developing Customer Preference Models in New Product Development. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
A. J. Dinusha Rathnayaka, Vidyasagar M. Potdar, Tharam S. Dillon, Omar Khadeer Hussain, Samitha Kuruppu
Goal-Oriented Prosumer Community Groups for the Smart Grid. IEEE Technol. Soc. Mag. 33 (1) (2014)
A. J. Dinusha Rathnayaka, Vidyasagar M. Potdar, Tharam S. Dillon, Omar Khadeer Hussain, Elizabeth Chang
A Methodology to Find Influential Prosumers in Prosumer Community Groups. IEEE Trans. Ind. Informatics 10 (1) (2014)
Dietmar Bruckner, Tharam S. Dillon, Shiyan Hu, Peter Palensky, Tongquan Wei
Guest Editorial Special Section on Building Automation, Smart Homes, and Communities. IEEE Trans. Ind. Informatics 10 (1) (2014)
Sai-Ho Ling, Kit Yan Chan, Vasile Palade, Tharam S. Dillon, Hung T. Nguyen, Tuan Nghia Nguyen, Xue-wen Chen
Editorial: Special issue on hybrid intelligent methods for health technologies. Appl. Soft Comput. 20 (2014)
Kit Yan Chan, Tharam S. Dillon
Traffic flow prediction using orthogonal arrays and Takagi-Sugeno neural fuzzy models. IJCNN (2014)
Kit Yan Chan, Sai-Ho Ling, Tharam S. Dillon, Hung T. Nguyen, Tuan Nghia Nguyen, Vasile Palade, Xue-wen Chen
Editorial: Special issue on hybrid intelligent methods for health technologies. Appl. Soft Comput. 14 (2014)
Tharam S. Dillon, Yi-Ping Phoebe Chen, Elizabeth Chang, Mukesh K. Mohania
Conjoint Mining of Data and Content with Applications in Business, Bio-medicine, Transport Logistics and Electrical Power Systems. AIAI (2014)
Tharam S. Dillon, Elizabeth Chang, Steve Wallis
Cyber-physical systems and cloud ecosystems keynote paper. DEST (2013)
Elizabeth Chang, Roberto Pieraccini, Tharam S. Dillon
Track K: Big data ecosystems. DEST (2013)
Koong Wah Yan, Nagendran M. Perumal, Tharam S. Dillon
Data migration ecosystem for big data invited paper. DEST (2013)
Kit Yan Chan, Tharam S. Dillon, Elizabeth Chang, Jaipal Singh
Prediction of Short-Term Traffic Variables Using Intelligent Swarm-Based Neural Networks. IEEE Trans. Control. Syst. Technol. 21 (1) (2013)
Kit Yan Chan, Tharam S. Dillon
On-Road Sensor Configuration Design for Traffic Flow Prediction Using Fuzzy Neural Networks and Taguchi Method. IEEE Trans. Instrum. Meas. 62 (1) (2013)
Adil M. Hammadi, Omar Khadeer Hussain, Tharam S. Dillon, Farookh Khadeer Hussain
A framework for SLA management in cloud computing for informed decision making. Clust. Comput. 16 (4) (2013)
Kit Yan Chan, Tharam S. Dillon, Hak-Keung Lam, Sai-Ho Ling, Hung T. Nguyen
Editorial: Special issue on hybrid evolutionary systems for manufacturing processes. Appl. Soft Comput. 13 (3) (2013)
Elizabeth J. Chang, Omar Khadeer Hussain, Tharam S. Dillon
Application of Fuzzy Inference Systems in Real World Scenarios. On Fuzziness (1) (2013)
Zhixin Ma, Xu Yusheng, Tharam S. Dillon
Mining Frequent Sequences Using Itemset-Based Extension. BSI@PAKDD/BSIC@IJCAI (2013)
Elizabeth Chang, Tharam S. Dillon
Trust, Reputation, and Risk in Cyber Physical Systems. AIAI (2013)
A. J. Dinusha Rathnayaka, Vidyasagar M. Potdar, Tharam S. Dillon, Omar Khadeer Hussain, Samitha Kuruppu
Prosumer recruitment framework for prosumer community groups in smart-grid. Comput. Syst. Sci. Eng. 28 (5) (2013)
Houwayda Elfawal Mansour, A. Mansour, Tharam S. Dillon
Composite web QoS with workflow conditional pathways using bounded sets. Serv. Oriented Comput. Appl. 7 (2) (2013)
Anhar Fazal, Farookh Khadeer Hussain, Tharam S. Dillon
An innovative approach for automatically grading spelling in essays using rubric-based scoring. J. Comput. Syst. Sci. 79 (7) (2013)
Song Han, Tharam S. Dillon, Vidy Potdar, Elizabeth Chang
RFID mutual authentication protocols for tags and readers with and without a server. Comput. Syst. Sci. Eng. 28 (2) (2013)
Kit Yan Chan, Tharam S. Dillon, Elizabeth Chang
An Intelligent Particle Swarm Optimization for Short-Term Traffic Flow Forecasting Using on-Road Sensor Systems. IEEE Trans. Ind. Electron. 60 (10) (2013)
Ioana G. Ciuciu, Robert Meersman, Tharam S. Dillon
Social network of smart-metered homes and SMEs for grid-based renewable energy exchange. DEST (2012)
Kit Yan Chan, Ka Fai Cedric Yiu, Tharam S. Dillon, Sven Nordholm, Sai-Ho Ling
Enhancement of Speech Recognitions for Control Automation Using an Intelligent Particle Swarm Optimization. IEEE Trans. Ind. Informatics 8 (4) (2012)
Jaipal Singh, Omar Khadeer Hussain, Elizabeth Chang, Tharam S. Dillon
Event Handling for Distributed Real-Time Cyber-Physical Systems. ISORC (2012)
Tharam S. Dillon, Elizabeth Chang, Jaipal Singh, Omar Khadeer Hussain
Semantics of Cyber-Physical Systems. Intelligent Information Processing (2012)
Kit Yan Chan, Saghar Khadem, Tharam S. Dillon, Vasile Palade, Jaipal Singh, Elizabeth Chang
Selection of Significant On-Road Sensor Data for Short-Term Traffic Flow Forecasting Using the Taguchi Method. IEEE Trans. Ind. Informatics 8 (2) (2012)
Omar Khadeer Hussain, Elizabeth Chang, Vish Ramakonar, Tharam S. Dillon
A Customer Relationship Management ecosystem that utilizes multiple sources and types of information conjointly. DEST (2012)
A. J. Dinusha Rathnayaka, Vidyasagar M. Potdar, Tharam S. Dillon, Omar Khadeer Hussain, Samitha Kuruppu
Analysis of energy behaviour profiles of prosumers. INDIN (2012)
Kit Yan Chan, Saghar Khadem, Tharam S. Dillon
Optimization of neural network configurations for short-term traffic flow forecasting using orthogonal design. IEEE Congress on Evolutionary Computation (2012)
Henry Tan, Fedja Hadzic, Tharam S. Dillon
Mining Induced/Embedded Subtrees using the Level of Embedding Constraint. Fundam. Informaticae 119 (2) (2012)
Hon Wai Lam, Tharam S. Dillon, Elizabeth Chang, Pornpit Wongthongtham, Wei Lui
Detecting Events in Narrative Essays. AINA Workshops (2012)
Kit Yan Chan, Tharam S. Dillon, Jaipal Singh, Elizabeth Chang
Neural-Network-Based Models for Short-Term Traffic Flow Forecasting Using a Hybrid Exponential Smoothing and Levenberg-Marquardt Algorithm. IEEE Trans. Intell. Transp. Syst. 13 (2) (2012)
Omar Khadeer Hussain, Tharam S. Dillon, Farookh Khadeer Hussain, Elizabeth Chang
Probabilistic assessment of loss in revenue generation in demand-driven production. J. Intell. Manuf. 23 (6) (2012)
Igor Epimakhov, Abdelkader Hameurlain, Tharam S. Dillon, Franck Morvan
Resource Scheduling Methods for Query Optimization in Data Grid Systems. ADBIS (2011)
Mohammed Alhamad, Tharam S. Dillon, Elizabeth Chang
Service Level Agreement for Distributed Services: A Review. DASC (2011)
Houwayda Elfawal Mansour, Tharam S. Dillon
Dependability and Rollback Recovery for Composite Web Services. IEEE Trans. Serv. Comput. 4 (4) (2011)
A. J. Dinusha Rathnayaka, Vidyasagar M. Potdar, Omar Khadeer Hussain, Tharam S. Dillon
Identifying prosumer's energy sharing behaviours for forming optimal prosumer-communities. CDC (2011)
Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon
Interestingness measures for association rules based on statistical validity. Knowl. Based Syst. 24 (3) (2011)
Anhar Fazal, Tharam S. Dillon, Elizabeth Chang
Noise Reduction in Essay Datasets for Automated Essay Grading. OTM Workshops (2011)
Hon Wai Lam, Tharam S. Dillon, Elizabeth Chang
Determining Writing Genre: Towards a Rubric-based Approach to Automated Essay Grading. AINA (2011)
Pornpit Wongthongtham, Tharam S. Dillon, Elizabeth Chang
State of the Art of Community-Driven Software Engineering Ontology Evolution. DASC (2011)
Mohammed Alhamad, Tharam S. Dillon, Elizabeth Chang
A Survey on SLA and Performance Measurement in Cloud Computing. OTM Conferences (2) (2011)
Omar Khadeer Hussain, Tharam S. Dillon, Farookh Khadeer Hussain, Elizabeth Chang
Probabilistic assessment of financial risk in e-business associations. Simul. Model. Pract. Theory 19 (2) (2011)
Tharam S. Dillon, Hai Zhuge, Chen Wu, Jaipal Singh, Elizabeth Chang
Web-of-things framework for cyber-physical systems. Concurr. Comput. Pract. Exp. 23 (9) (2011)
Biming Tian, Song Han, Jiankun Hu, Tharam S. Dillon
A mutual-healing key distribution scheme in wireless sensor networks. J. Netw. Comput. Appl. 34 (1) (2011)
Tharam S. Dillon, Chen Wu, Elizabeth Chang
Cloud Computing: Issues and Challenges. AINA (2010)
Irfan Syamsuddin, Tharam S. Dillon, Elizabeth Chang, Song Han
A Survey of RFID Authentication Protocols Based on Hash-Chain Method CoRR (2010)
Maja Hadzic, Fedja Hadzic, Tharam S. Dillon
Mining of patient data: towards better treatment strategies for depression. Int. J. Funct. Informatics Pers. Medicine 3 (2) (2010)
Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon
A Statistical Interestingness Measures for XML Based Association Rules. PRICAI (2010)
Qi H. Pan, Fedja Hadzic, Tharam S. Dillon
Discovering Concept Mappings by Similarity Propagation among Substructures. IDEAL (2010)
Fedja Hadzic, Henry Tan, Tharam S. Dillon
Model guided algorithm for mining unordered embedded subtrees. Web Intell. Agent Syst. 8 (4) (2010)
Davor Meersman, Tharam S. Dillon
The Open Innovation Paradigm and the Semantic Web: An Ontology for Distributed Product Innovation. OTM Workshops (2010)
Guangquan Zhang, Tharam S. Dillon, Kai-Yuan Cai, Jun Ma, Jie Lu
Delta-equalities of Complex Fuzzy Relations. AINA (2010)
Omar Khadeer Hussain, Tharam S. Dillon, Elizabeth Chang, Farookh Khadeer Hussain
Transactional risk-based decision making system in e-business interactions. Comput. Syst. Sci. Eng. 25 (1) (2010)
Jackei H. K. Wong, Wilfred W. K. Lin, Allan K. Y. Wong, Tharam S. Dillon
Artificial neural network for herbal ingredient discoveries. CBMS (2010)
Ehsan Nasiri Khoozani, Omar Khadeer Hussain, Tharam S. Dillon, Maja Hadzic
Evidence/discovery-based evolving ontology (EDBEO). CBMS (2010)
Li Gao, Elizabeth Chang, Sazia Parvin, Song Han, Tharam S. Dillon
A Secure Key Management Model for Wireless Mesh Networks. AINA (2010)
Mohammed Alhamad, Tharam S. Dillon, Elizabeth Chang
SLA-Based Trust Model for Cloud Computing. NBiS (2010)
Biming Tian, Song Han, Sazia Parvin, Tharam S. Dillon
A Key Management Protocol for Multiphase Hierarchical Wireless Sensor Networks. EUC (2010)
Mohammed Alhamad, Tharam S. Dillon, Chen Wu, Elizabeth Chang
Response time for cloud computing providers. iiWAS (2010)
Andrew J. Robinson, J. Wenny Rahayu, Tharam S. Dillon
WAD Workflow System: Data-Centric Workflow System. Australian Software Engineering Conference (2009)
Biming Tian, Elizabeth Chang, Tharam S. Dillon, Song Han, Farookh Khadeer Hussain
An Authenticated Self-Healing Key Distribution Scheme Based on Bilinear Pairings. CCNC (2009)
Song Han, Tharam S. Dillon, Elizabeth Chang, Biming Tian
Secure web services using two-way authentication and three-party key establishment for service delivery. J. Syst. Archit. 55 (4) (2009)
Tharam S. Dillon, Alex Talevski, Vidyasagar M. Potdar, Elizabeth Chang
Web of Things as a Framework for Ubiquitous Intelligence and Computing. UIC (2009)
Omar Khadeer Hussain, Tharam S. Dillon, Elizabeth Chang, Farookh Khadeer Hussain
A Fuzzy Inference Model for Risk based Informed Decision-Making in e-Business. NBiS (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tharam S. Dillon