Select Publications

Conference Papers

Zakeri A; Saberi M; Hussain OK; Chang E, 2019, 'Early Detection of Events as a Decision Support in the Milk Collection Planning', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 516 - 520, http://dx.doi.org/10.1109/IEEM.2018.8607443

Gottwalt F; Chang E; Dillon T, 2019, 'Analysis of feature selection techniques for correlation-based network anomaly detection', in Advances in Intelligent Systems and Computing, pp. 10 - 16, http://dx.doi.org/10.1007/978-3-319-98776-7_2

Mirtalaie MA; Hussain OK; Chang E; Hussain FK, 2019, 'A fine-grained ontology-based sentiment aggregation approach', in Advances in Intelligent Systems and Computing, pp. 252 - 262, http://dx.doi.org/10.1007/978-3-319-93659-8_22

Abolbashari MH; Zakeri A; Chang E, 2018, 'Decision making models for managing performance using Influence Diagrams: A solution for single vs multi strategy organizations', in Proceedings of the International Conference on Industrial Engineering and Operations Management, pp. 1857 - 1865

Saberi M; Khadeer Hussain O; Saffari M; Chang E, 2018, 'Customised Data Dashboard for Contact Centres by Focussing on Customer Identification', in Proceedings - 2018 IEEE 15th International Conference on e-Business Engineering, ICEBE 2018, pp. 153 - 157, http://dx.doi.org/10.1109/ICEBE.2018.00032

Zhang Y; Saberi M; Chang E; Abbasi A, 2018, 'Solution and Reference Recommendation System Using Knowledge Fusion and Ranking', in Proceedings - 2018 IEEE 15th International Conference on e-Business Engineering, ICEBE 2018, pp. 31 - 38, http://dx.doi.org/10.1109/ICEBE.2018.00016

Zakeri A; Saberi M; Hussain OK; Aboutalebi S; Chang E, 2018, 'Developing a quality index for managing the quality of raw milk in the farm', in Proceedings of International Conference on Computers and Industrial Engineering, CIE

Kayes AS M; Rahayu W; Dillon T; Mahbub S; Pardede E; Chang E, 2018, 'Dynamic Transitions of States for Context-Sensitive Access Control Decision', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 127 - 142, http://dx.doi.org/10.1007/978-3-030-02922-7_9

Salamai A; Saberi M; Hussain O; Chang E, 2018, 'Risk identification-based association rule mining for supply chain big data', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 219 - 228, http://dx.doi.org/10.1007/978-3-030-05345-1_18

Abolbashari MH; Zakeri A; Chang E, 2018, 'Using system dynamics for predicting an organization’s procurement performance', in IFIP Advances in Information and Communication Technology, pp. 294 - 299, http://dx.doi.org/10.1007/978-3-030-00828-4_29

Kayes AS M; Rahayu W; Dillon T; Chang E, 2018, 'Accessing Data from Multiple Sources Through Context-Aware Access Control', in Proceedings - 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering, Trustcom/Big, pp. 551 - 559, http://dx.doi.org/10.1109/TrustCom/BigDataSE.2018.00084

Saberi Z; Hussain O; Saberi M; Chang E, 2018, 'Stackelberg game-theoretic approach in joint pricing and assortment optimizing for small-scale online retailers: Seller-buyer supply chain case', in Proceedings - International Conference on Advanced Information Networking and Applications, AINA, pp. 834 - 838, http://dx.doi.org/10.1109/AINA.2018.00123

Abolbashari MH; Chang E; Hussain OK, 2018, 'Performance management using Influence Diagrams: The case of improving procurement', in Proceedings of the International Conference on Industrial Engineering and Operations Management, pp. 1164 - 1170

Azadeh A; Partovi M; Saberi M; Chang E; Hussain O, 2018, 'A Bayesian Network for Improving Organizational Regulations Effectiveness: Concurrent Modeling of Organizational Resilience Engineering and Macro-Ergonomics Indicators', in Barolli L; Woungang I; Hussain OK (eds.), ADVANCES IN INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS, INCOS-2017, SPRINGER INTERNATIONAL PUBLISHING AG, Ryerson Univ, Toronto, CANADA, pp. 285 - 295, presented at 9th International Conference on Intelligent Networking and Collaborative Systems (INCoS), Ryerson Univ, Toronto, CANADA, 24 - 26 August 2017, http://dx.doi.org/10.1007/978-3-319-65636-6_25

Zakeri A; Saberi M; Hussain OK; Chang E, 2018, 'A Heuristic Machine Learning Based Approach for Utilizing Scarce Data in Estimating Fuel Consumption of Heavy Duty Trucks', in Barolli L; Woungang I; Hussain OK (eds.), ADVANCES IN INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS, INCOS-2017, SPRINGER INTERNATIONAL PUBLISHING AG, Ryerson Univ, Toronto, CANADA, pp. 96 - 107, presented at 9th International Conference on Intelligent Networking and Collaborative Systems (INCoS), Ryerson Univ, Toronto, CANADA, 24 - 26 August 2017, http://dx.doi.org/10.1007/978-3-319-65636-6_9

Rajabi Asadabadi M; Saberi M; Chang E, 2018, 'Application Of Crowdsourcing To Resolve Ambiguity In The Procurement Process', in Maglio P; Qiu R (eds.), International Meeting Proceedings, The Institute for Operations Research and the Management Sciences, Taipei, presented at INFORMS International Conference : A BETTER WORLD THROUGH O.R., ANALYTICS, AND AI, Taipei, 17 June - 20 April 2018, https://www.informs.org/Publications/International-Meeting-Proceedings

Sambhanthan A; Potdar V; Chang E, 2017, 'Business sustainability conceptualization', in Studies in Computational Intelligence, pp. 1 - 16, http://dx.doi.org/10.1007/978-3-319-51472-7_1

Kayes AS M; Rahayu W; Dillon T; Chang E; Han J, 2017, 'Context-aware access control with imprecise context characterization through a combined fuzzy logic and ontology-based approach', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 132 - 153, http://dx.doi.org/10.1007/978-3-319-69462-7_10

Nawaz F; Hussain OK; Janjua N; Chang E, 2017, 'A proactive event-driven approach for dynamic QoS compliance in cloud of things', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, pp. 971 - 975, http://dx.doi.org/10.1145/3106426.3109431

Janjua NK; Hussain OK; Chang E; Islam SM S, 2017, 'Conjoint utilization of structured and unstructured information for planning interleaving deliberation in supply chains', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, pp. 411 - 418, http://dx.doi.org/10.1145/3106426.3106545

Asadabadi MR; Saberi M; Chang E, 2017, 'Logistic informatics modelling using concept of stratification (CST)', in IEEE International Conference on Fuzzy Systems, http://dx.doi.org/10.1109/FUZZ-IEEE.2017.8015510

Saberi M; Hussain OK; Chang E, 2017, 'An online statistical quality control framework for performance management in crowdsourcing', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, pp. 476 - 482, http://dx.doi.org/10.1145/3106426.3106436

Asadabadi MR; Saberi M; Chang E, 2017, 'A fuzzy game based framework to address ambiguities in performance based contracting', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, pp. 1214 - 1217, http://dx.doi.org/10.1145/3106426.3110323

Zhang Y; Saberi M; Chang E, 2017, 'Semantic-based lightweight ontology learning framework: A case study of intrusion detection ontology', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, pp. 1171 - 1177, http://dx.doi.org/10.1145/3106426.3109053

Azadeh A; Pourreza P; Saberi M; Hussain OK; Chang E, 2017, 'An integrated fuzzy cognitive map-Bayesian network model for improving HSEE in energy sector', in IEEE International Conference on Fuzzy Systems, http://dx.doi.org/10.1109/FUZZ-IEEE.2017.8015594

Asadabadi MR; Saberi M; Chang E, 2017, 'Artificial Intelligence in Contracting', IJCAI is a Conference on Artificial Intelligence, the main international gathering of researchers in AI. (A* conference), Melbourne, presented at IJCAI is a Conference on Artificial Intelligence, the main international gathering of researchers in AI. (A* conference), Melbourne, 19 - 25 August 2017

Asadabadi MR; Chang E; Saberi M, 2017, 'Addressing Contract Ambiguity in Performance Based Contracting Using a Fuzzy Game Based Approach', IEEE Xplore, Web Intelligence, Leipzig, Germany, presented at IEEE Xplore, Web Intelligence, Leipzig, Germany, 23 - 26 August 2017

Mirtalaie MA; Hussain OK; Chang E, 2017, 'FEATURE: New Product Development Using Feature-Drift Based Framework for Unique Aspect Recommendation', in Proceedings - 13th IEEE International Conference on E-Business Engineering, ICEBE 2016 - Including 12th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 2016, pp. 24 - 31, http://dx.doi.org/10.1109/ICEBE.2016.016

Zakeri A; Chang E; Hussain OK, 2017, 'TUNE: Tree Mining-Based Approach for Dual-Fuel Engine Performance Management of Heavy Duty Trucks', in Proceedings - 13th IEEE International Conference on E-Business Engineering, ICEBE 2016 - Including 12th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 2016, pp. 145 - 150, http://dx.doi.org/10.1109/ICEBE.2016.033

Dillon T; Chang E, 2016, 'Trust and Risk Semantics and Prediction through Big Data Analytics To Encompass Cloud Services, Cyber-Physical Systems and Social Media: Issues and Challenges', in 2016 IEEE TRUSTCOM/BIGDATASE/ISPA, IEEE, Tianjin, PEOPLES R CHINA, pp. 185 - 193, presented at 15th IEEE Int Conf on Trust, Security and Privacy in Comp and Commun / 10th IEEE Int Conf on Big Data Science and Engineering / 14th IEEE Int Symposium on Parallel and Distributed Proc with Applicat (, Tianjin, PEOPLES R CHINA, 23 - 26 August 2016, http://dx.doi.org/10.1109/TrustCom.2016.61

Dillon T; Chang E, 2016, 'Trust and risk semantics and prediction through big data analytics to encompass cloud services, cyber-physical systems, and social media: Issues and challenges', in Proceedings - 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 10th IEEE International Conference on Big Data Science and Engineering and 14th IEEE In, pp. 185 - 193, http://dx.doi.org/10.1109/TrustCom.2016.0062

Mostafa F; Dillon T; Chang E, 2016, 'Capturing implied volatility with neural nets as a basis for options pricing and delta hedging', in Engineering Intelligent Systems, pp. 41 - 52

Saberi M; Chang E; Hussain OK; Saberi Z, 2016, 'Next generation of interactive contact centre for efficient customer recognition: Conceptual framework', in Proceedings of the International Conference on Industrial Engineering and Operations Management, pp. 3231 - 3241

Saberi M; Janjua NK; Chang E; Hussain OK; Pazhoheshfar P, 2016, 'In-house crowdsourcing-based entity resolution using argumentation', in Proceedings of the International Conference on Industrial Engineering and Operations Management, pp. 135

Khalili SM; Babagolzadeh M; Yazdani M; Saberi M; Chang E, 2016, 'A bi-objective model for relief supply location in post-disaster management', in Proceedings - 2016 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2016, pp. 428 - 434, http://dx.doi.org/10.1109/INCoS.2016.59

Saberi M; Karduck A; Hussain OK; Chang E, 2016, 'Challenges in efficient customer recognition in contact centre: State-of-the-art survey by focusing on big data techniques applicability', in Proceedings - 2016 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2016, pp. 548 - 554, http://dx.doi.org/10.1109/INCoS.2016.136

Tao Y; Chang EL; Upadhyaya A; Roundaville B; Ok YW; Madani K; Chen CW; Tate K; Upadhyaya V; Zimbardi F; Keane J; Payne A; Rohatgi A, 2015, '730 mV implied Voc enabled by tunnel oxide passivated contact with PECVD grown and crystallized n+ polycrystalline Si', in 2015 IEEE 42nd Photovoltaic Specialist Conference, PVSC 2015, http://dx.doi.org/10.1109/PVSC.2015.7356218

Upadhyaya AD; Ok YW; Chang E; Upadhyaya V; Madani K; Tate K; Cho E; Rounsaville B; Chandrasekaran V; Yelundur V; Gupta A; Rohatgi A, 2015, 'Ion implanted screen printed N-type solar cell with tunnel oxide passivated back contact', in 2015 IEEE 42nd Photovoltaic Specialist Conference, PVSC 2015, http://dx.doi.org/10.1109/PVSC.2015.7356147

Hussain W; Hussain FK; Hussain O; Chang E, 2015, 'Profile-Based Viable Service Level Agreement (SLA) Violation Prediction Model in the Cloud', in Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015, pp. 268 - 272, http://dx.doi.org/10.1109/3PGCIC.2015.106

Saberi M; Khadeer Hussain O; Khalid Janjua N; Chang E, 2015, 'Cognition and statistical-based crowd evaluation framework for ER-in-house crowdsourcing system: Inbound contact center', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 207 - 219, http://dx.doi.org/10.1007/978-3-319-19548-3_17

Janjua NK; Hussain OK; Chang E, 2015, 'Interleaving collaborative planning and execution along with deliberation in logistics and supply chain', in IFIP Advances in Information and Communication Technology, pp. 139 - 148, http://dx.doi.org/10.1007/978-3-319-25261-2_13

Mostafa F; Tharam TD; Chang E, 2015, 'Computational intelligence approach to capturing the implied volatility', in IFIP Advances in Information and Communication Technology, pp. 85 - 97, http://dx.doi.org/10.1007/978-3-319-25261-2_8

Dillon TS; Chen YP P; Chang E; Mohania M, 2014, 'Conjoint mining of data and content with applications in business, bio-medicine, transport logistics and electrical power systems', in IFIP Advances in Information and Communication Technology, pp. 1 - 19

Saberi M; Hussain OK; Janjua NK; Chang E, 2014, 'In-house crowdsourcing-based entity resolution: Dealing with common names', in Proceedings - 11th IEEE International Conference on E-Business Engineering, ICEBE 2014 - Including 10th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 2014 and 1st Wor, pp. 83 - 88, http://dx.doi.org/10.1109/ICEBE.2014.25

Azadeh A; Zia NP; Saberi M; Hussain FK; Hussain OK; Chang E, 2014, 'Trust-based performance measurement using fuzzy operators', in Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, ICIEA 2014, pp. 1701 - 1706, http://dx.doi.org/10.1109/ICIEA.2014.6931442

Saberi M; Hussain OK; Chang E, 2014, 'Intelligent online customer recognition framework: Dealing with common personal names', in Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, ICIEA 2014, pp. 966 - 971, http://dx.doi.org/10.1109/ICIEA.2014.6931303

Xie M; Hu J; Yu X; Chang E, 2014, 'Evaluating host-based anomaly detection systems: Application of the frequency-based algorithms to ADFA-LD', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 542 - 549

Page EH; Litwin L; McMahon MT; Wickham B; Shadid M; Chang E, 2012, 'Goal-directed grid-enabled computing for legacy simulations', in Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012, pp. 873 - 879, http://dx.doi.org/10.1109/CCGrid.2012.60

Singh J; Hussain O; Chang E; Dillon T, 2012, 'Event Handling for Distributed Real-Time Cyber-Physical Systems', 2012 IEEE 15th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), pp. 23 - 30, presented at 2012 IEEE 15th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), 11 - 13 April 2012

Dillon T; Chang E; Singh J; Hussain O, 2012, 'Semantics of Cyber-Physical Systems', pp. 3 - 12, 12 - 15 October 2012, http://link.springer.com/chapter/10.1007/978-3-642-32891-6_3


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