Search Results - "Dillon, Tharam S."

Neural-Network-Based Models for Short-Term Traffic Flow Forecasting Using a Hybrid Exponential Smoothing and Levenberg-Marquardt Algorithm by Kit Yan Chan, Dillon, T. S., Singh, J., Chang, E.

“…This paper proposes a novel neural network (NN) training method that employs the hybrid exponential smoothing method and the Levenberg-Marquardt (LM)…”
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Optimized Structure of the Traffic Flow Forecasting Model With a Deep Learning Approach by Hao-Fan Yang, Dillon, Tharam S., Chen, Yi-Ping Phoebe

“…Forecasting accuracy is an important issue for successful intelligent traffic management, especially in the domain of traffic efficiency and congestion…”
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An Intelligent Particle Swarm Optimization for Short-Term Traffic Flow Forecasting Using on-Road Sensor Systems by Kit Yan Chan, Dillon, T. S., Chang, E.

“…On-road sensor systems installed on freeways are used to capture traffic flow data for short-term traffic flow predictors for traffic management, to reduce…”
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Optimized Configuration of Exponential Smoothing and Extreme Learning Machine for Traffic Flow Forecasting by Yang, Hao-Fan, Dillon, Tharam S., Chang, Elizabeth, Phoebe Chen, Yi-Ping

“…Traffic flow forecasting is a useful technology applied to solve traffic congestion problems and to improve transportation mobility. Neural networks related…”
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Web-of-things framework for cyber-physical systems by Dillon, Tharam S., Zhuge, Hai, Wu, Chen, Singh, Jaipal, Chang, Elizabeth

“…The recent development of Web‐of‐Things (WoT) and Cyber–Physical Systems (CPS) raises a new requirement of connecting computational artifacts with the physical…”
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A Methodology to Find Influential Prosumers in Prosumer Community Groups by Rathnayaka, A. J. Dinusha, Potdar, Vidyasagar M., Dillon, Tharam S., Hussain, Omar K., Chang, Elizabeth

“…Smart grids have created an emerging entity of "prosumer" in the energy value network who not only consumes energy but also generates and shares the green…”
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Large-scale frequent stem pattern mining in RNA families by Chiu, Jimmy Ka Ho, Dillon, Tharam S., Chen, Yi-Ping Phoebe

“…•An effective but efficient method to extract multiple frequent stem patterns from a set of RNA secondary structures, including large structures like 23S…”
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A Stepwise-Based Fuzzy Regression Procedure for Developing Customer Preference Models in New Product Development by Kit Yan Chan, Hak Keung Lam, Dillon, Tharam S., Sai Ho Ling

“…Fuzzy regression methods have commonly been used to develop consumer preferences models, which correlate the engineering characteristics with consumer…”
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On-Road Sensor Configuration Design for Traffic Flow Prediction Using Fuzzy Neural Networks and Taguchi Method by Kit Yan Chan, Dillon, T. S.

“…On-road sensors provide proactive traffic control centers with current traffic flow conditions in order to forecast the future conditions. However, the number…”
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Interestingness measures for association rules based on statistical validity by Shaharanee, Izwan Nizal Mohd, Hadzic, Fedja, Dillon, Tharam S.

“…Assessing rules with interestingness measures is the pillar of successful application of association rules discovery. However, association rules discovered are…”
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Modeling of a Liquid Epoxy Molding Process Using a Particle Swarm Optimization-Based Fuzzy Regression Approach by Kit Yan Chan, Dillon, Tharam S, Kwong, C K

“…Modeling of manufacturing processes is important because it enables manufacturers to understand the process behavior and determine the optimum operating…”
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An innovative approach for automatically grading spelling in essays using rubric-based scoring by Fazal, Anhar, Hussain, Farookh Khadeer, Dillon, Tharam S.

“…Automated Essay Grading (AEG) is defined as a computer technology that evaluates and scores written prose. A number of AEG systems have been developed since…”
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Selection of Significant On-Road Sensor Data for Short-Term Traffic Flow Forecasting Using the Taguchi Method by Kit Yan Chan, Khadem, S., Dillon, T. S., Palade, V., Singh, J., Chang, E.

“…Over the past two decades, neural networks have been applied to develop short-term traffic flow predictors. The past traffic flow data, captured by on-road…”
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A Flexible Fuzzy Regression Method for Addressing Nonlinear Uncertainty on Aesthetic Quality Assessments by Kit Yan Chan, Hak-Keung Lam, Fai Yiu, Cedric Ka, Dillon, Tharam S.

“…Development of new products or services requires knowledge and understanding of aesthetic qualities that correlate to perceptual pleasure. As it is not…”
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Polynomial modeling for time-varying systems based on a particle swarm optimization algorithm by Chan, Kit Yan, Dillon, Tharam S., Kwong, C.K.

“…In this paper, an effective particle swarm optimization (PSO) is proposed for polynomial models for time varying systems. The basic operations of the proposed…”
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Enhancement of Speech Recognitions for Control Automation Using an Intelligent Particle Swarm Optimization by Kit Yan Chan, Yiu, C. K. F., Dillon, T. S., Nordholm, S., Sai Ho Ling

“…For over two decades, speech control mechanisms have been widely applied in manufacturing systems such as factory automation, warehouse automation, and…”
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Quantum packet for the next generation network/ISDN3 by Lam, Ray Y. W., Chan, Henry C. B., Chen, Hui, Dillon, Tharam S., Li, Victor O. K., Leung, Victor C. M.

“…This paper proposes a novel method for transporting various types of user traffic effectively over the next generation network called integrated services…”
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Handling uncertainties in modelling manufacturing processes with hybrid swarm intelligence by Chan, Kit Yan, Dillon, Tharam S., Kwong, C. K.

“…Seldom has research regarding manufacturing process modelling considered the two common types of uncertainties which are caused by randomness as in material…”
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Modeling views in the layered view model for XML using UML by Rajagopalapillai, Rajugan, Chang, Elizabeth, Dillon, Tharam S., Feng, Ling

“…In data engineering, view formalisms are used to provide flexibility to users and user applications by allowing them to extract and elaborate data from the…”
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The concept of web event and a practical model‐driven approach to web information system development by Nguyen, Kinh, Dillon, Tharam S., Danielsen, Erik

“…This article proposes the concept of web clientserver event together with its associated taxonomy which yields a formal specification for such an event. The…”
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