By Professor Ruhul Sarker

Book Chapters

, 2007, 'Models for Practical Problems II', in Optimization Modelling, CRC Press, pp. 443 - 468, http://dx.doi.org/10.1201/9781420043112-25

, 2007, 'Models for Practical Problems II', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch14

, 2007, 'Output Analysis and Practical Issues', in Optimization Modelling, CRC Press, pp. 359 - 378, http://dx.doi.org/10.1201/9781420043112-21

, 2007, 'Output Analysis and Practical Issues', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch11

, 2007, 'Simple Modelling Techniques I', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.sec2

, 2007, 'Simple Modelling Techniques II', in Optimization Modelling, CRC Press, pp. 135 - 176, http://dx.doi.org/10.1201/9781420043112-14

, 2007, 'Simple Modelling Techniques II', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch5

, 2007, 'Solution Approaches', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.sec3

, 2007, 'Solution Approaches: An Overview', in Optimization Modelling, CRC Press, pp. 255 - 308, http://dx.doi.org/10.1201/9781420043112-19

, 2007, 'Solving Practical Problems', in Optimization Modelling, CRC Press, pp. 469 - 494, http://dx.doi.org/10.1201/9781420043112-26

, 2007, 'Solving Practical Problems', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch15

, 2007, 'The Process of Optimization', in Optimization Modelling, CRC Press, pp. 49 - 62, http://dx.doi.org/10.1201/9781420043112-10

, 2007, 'The Process of Optimization', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch2

Baker S; Bender A; Abbass HA; Sarker R, 2007, 'A Scenario-based Evolutionary Scheduling Approach for Assessing Future Suppy Chain Fleet Capabilities', in Studies in Computational Intelligence - Evolutionary Scheduling, Springer Verlag, pp. 485 - 512, http://dx.doi.org/10.1007/978-3-540-48584-1_18

Ray T; Sarker R, 2007, 'Optimum oil production planning using an evolutionary approach', in Studies in Computational Intelligence - Evolutionary Scheduling, Springer Verlag, pp. 273 - 292, http://dx.doi.org/10.1007/978-3-540-48584-1_10

Kamruzzaman J; Begg R; Sarker R; Fulcher J; Zhang M; Xu S, 2006, 'Application of Higher-Order Neural Networks to Financial Time-Series Prediction', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 80 - 108, http://dx.doi.org/10.4018/978-1-59140-670-9.ch005

Kamruzzaman J; Begg R; Sarker R; Rovithakis GA; Perrakis SE; Christodoulou MA, 2006, 'Artificial Neural Networks in Manufacturing', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 236 - 261, http://dx.doi.org/10.4018/978-1-59140-670-9.ch014

Kamruzzaman J; Begg R; Sarker R; Bose SK; Sethuraman J; Raipet S, 2006, 'Forecasting the Term Structure of Interest Rates Using Neural Networks', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 124 - 138, http://dx.doi.org/10.4018/978-1-59140-670-9.ch007

Kamruzzaman J; Begg R; Sarker R; Mohammadian M; Kingham M, 2006, 'Hierarchical Neural Networks for Modelling Adaptive Financial Systems', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 109 - 123, http://dx.doi.org/10.4018/978-1-59140-670-9.ch006

Kamruzzaman J; Begg R; Sarker R; Khan MI; Nahavandi S; Frayman Y, 2006, 'High-Pressure Die-Casting Process Modelling Using Neural Networks', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 182 - 198, http://dx.doi.org/10.4018/978-1-59140-670-9.ch011

Kamruzzaman J; Begg R; Sarker R; Chen Y; Abraham A, 2006, 'Hybrid-Learning Methods for Stock Index Modeling', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 64 - 79, http://dx.doi.org/10.4018/978-1-59140-670-9.ch004

Kamruzzaman J; Begg R; Sarker R; Quah T-S, 2006, 'Improving Returns on Stock Investment through Neural Network Selection', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 152 - 164, http://dx.doi.org/10.4018/978-1-59140-670-9.ch009

Kamruzzaman J; Begg R; Sarker R; Cavalieri S; Maccarrone P; Pinto R, 2006, 'Neural Network Models for the Estimation of Product Costs', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 199 - 220, http://dx.doi.org/10.4018/978-1-59140-670-9.ch012

Kamruzzaman J; Begg R; Sarker R; Encke D, 2006, 'Neural Network-Based Stock Market Return Forecasting Using Data Mining for Variable Reduction', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 43 - 63, http://dx.doi.org/10.4018/978-1-59140-670-9.ch003

Kamruzzaman J; Begg R; Sarker R; Gunn E; MacDonald C, 2006, 'Neural Networks in Manufacturing Operations', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 165 - 181, http://dx.doi.org/10.4018/978-1-59140-670-9.ch010

Kamruzzaman J; Begg R; Sarker R; Rolfe BF; Frayman Y; Kelly GL; Nahavandi S, 2006, 'Recognition of Lubrication Defects in Cold Forging Process with a Neural Network', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 262 - 275, http://dx.doi.org/10.4018/978-1-59140-670-9.ch015

Ray T, 2006, 'A Neural-Network-Assisted Optimization Framework and Its Use for Optimum-Parameter Identification', in Kamruzzaman J; Begg R; Sarker R (ed.), Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing, England, pp. 221 - 235

Kamruzzaman J; Begg R; Sarker R, 2006, 'Artificial Neural Networks: Applications in Finance and Manufacturing', in Kamruzzaman J; Begg R; Sarker R (ed.), Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing, England, pp. 1 - 27

Abbass HA; Sarker R; Yang A, 2006, 'Chapter III: How Hard Is It To Red Team?', in Abbass H; Essam D (ed.), Applications of Information Systems to Homeland Security and Defense, Idea Group Publishing, Hershey PA, USA: London, UK, pp. 46 - 78

Sarker R; Begg R; Kamruzzaman J, 2006, 'Modeling and Prediction of Foreign Currency Exchange Markets', in Kamruzzaman J; Begg R; Sarker R (ed.), Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing, England, pp. 139 - 151

Sarker R; Begg R; Kamruzzaman J, 2006, 'Movement Pattern Recognition Using Neural Networks', in Potter M; Roth K; Appicello A; Neidig J; Schmidt A (ed.), Neural Networks in Healthcare - Potential and Challenges, Idea Group Publishing, England, pp. 217 - 237

Sarker R; Begg R; Kamruzzaman J, 2006, 'Overview of Artificial Neural Networks and their Applications in Healthcare', in Potter M; Roth K; Appicello A; Neidig J; Schmidt A (ed.), Neural Networks in Healthcare - Potential and Challenges, Idea Group Publishing, England, pp. 1 - 19

Sarker R; Abbass HA, 2006, 'Simultaneous Evolution of Network Architectures and Connection Weights in Artificial Neural Networks', in Kamruzzaman J; Begg R; Sarker R (ed.), Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing, England, pp. 28 - 41

Yang A; Abbass HA; Curtis N; Sarker R; Barlow MG, 2006, 'WISDOM-II: A Network Centric Model for Warfare', in Perez P; Batten D (ed.), Complex Science for a Complex World - Exploring Human Ecosystems with Agents, ANU E Press, Canberra, ACT Australia, pp. 149 - 174

Yang A; Abbass HA; Sarker R, 2005, 'How hard is it to red team?', in Applications of Information Systems to Homeland Security and Defense, pp. 46 - 78, http://dx.doi.org/10.4018/978-1-59140-640-2.ch003

Yang A; Abbass HA; Barlow MG; Sarker R; Curtis N, 2005, 'Evolving Capability Requirements in WISDOM-II', in Abbass HA; Bossmaier T; Wiles J (ed.), Recent Advances in Artificial Life - Advances in Natural Computation - Vol. 3, World Scientific Publishing, Singapore, pp. 335 - 348, http://dx.doi.org/10.1142/9789812701497_0025

Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi–agent Simulation Combat Systems', in AI 2004: Advances in Artificial Intelligence, Springer Nature, pp. 39 - 50, http://dx.doi.org/10.1007/978-3-540-30549-1_4

Sarker R; Abbass HA; Newton CS, 2003, 'Solving Two Multi-Objective Optimizatin Problems Using Evolutionary Algorithm', in Mohammadian M (ed.), Computational Intelligence in Control, Idea Group Publishing, Hershey USA, pp. 218 - 232

Abbass HA; Newton CS; Sarker R; de Castro LN; Von Zuben FJ, 2002, 'aiNet', in Data Mining, IGI Global, pp. 231 - 260, http://dx.doi.org/10.4018/978-1-930708-25-9.ch012

Abbass HA; Newton CS; Sarker R; Parpinelli RS; Lopes HS; Freitas AA, 2002, 'An Ant Colony Algorithm for Classification Rule Discovery', in Data Mining, IGI Global, pp. 191 - 208, http://dx.doi.org/10.4018/978-1-930708-25-9.ch010

Abbass HA; Newton CS; Sarker R; Timmis J; Knight T, 2002, 'Artificial Immune Systems', in Data Mining, IGI Global, pp. 209 - 230, http://dx.doi.org/10.4018/978-1-930708-25-9.ch011

Abbass HA; Newton CS; Sarker R; Voges KE; Pope NKL; Brown MR, 2002, 'Cluster Analysis of Marketing Data Examining On-line Shopping Orientation', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 208 - 225, http://dx.doi.org/10.4018/978-1-930708-26-6.ch011

Abbass HA; Newton CS; Sarker R; Ruiz-Shulcloper J; Sanchez-Diaz G; Abidi MA, 2002, 'Clustering Mixed Incomplete Data', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 89 - 106, http://dx.doi.org/10.4018/978-1-930708-26-6.ch006

Abbass HA; Newton CS; Sarker R; Dunstan N; de Raadt M, 2002, 'Evolution of Spatial Data Templates for Object Classification', in Data Mining, IGI Global, pp. 143 - 156, http://dx.doi.org/10.4018/978-1-930708-25-9.ch007

Abbass HA; Newton CS; Sarker R; Smith PWH, 2002, 'Genetic Programming as a Data-Mining Tool', in Data Mining, IGI Global, pp. 157 - 173, http://dx.doi.org/10.4018/978-1-930708-25-9.ch008

Abbass HA; Newton CS; Sarker R; Lazar A, 2002, 'Heuristic Knowledge Discovery for Archaeological Data Using Genetic Algorithms and Rough Sets', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 263 - 278, http://dx.doi.org/10.4018/978-1-930708-26-6.ch014

Abbass HA; Newton CS; Sarker R; Ledezma A; Aler R; Borrajo D, 2002, 'Heuristic Search-Based Stacking of Classifiers', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 54 - 67, http://dx.doi.org/10.4018/978-1-930708-26-6.ch004

Abbass HA; Newton CS; Sarker R; Scott PD, 2002, 'How Size Matters', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 122 - 141, http://dx.doi.org/10.4018/978-1-930708-26-6.ch008

Abbass HA; Newton CS; Sarker R; Park H, 2002, 'How to Train Multilayer Perceptrons Efficiently With Large Data Sets', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 186 - 206, http://dx.doi.org/10.4018/978-1-930708-26-6.ch010

Abbass HA; Newton CS; Sarker R; Meyer D; Balemi A; Wearing C, 2002, 'Neural Networks - Their Use and Abuse for Small Data Sets', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 169 - 185, http://dx.doi.org/10.4018/978-1-930708-26-6.ch015

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