IC-AI 2005: Las Vegas, Nevada, USA

Integrated Design of Intelligent Information Systems & Their User Interface

• Ying-Lie O: Integrating the User Interface in the Design of Intelligent Information Systems. 3-9
• Mark A. Neerincx, Jasper Lindenberg, Peter-Paul van Maanen: Integrating Human Factors and Artificial Intelligence in the Development of Human-Machine Cooperation. 10-16
• Alexander Toet: Integrated Design of Intelligent Surveillance Systems and their User Interface. 17-23
• Léon J. M. Rothkrantz, Dragos Datcu, Martijn Beelen: Personal Intelligent Travel Assistant. A distributed approach. 24-30
• Axel Hunger, Phan Cong Chinh, Marius Rosu: An Intelligent Web Based Dialogue For Rule Based Expert System - An Ontological Approach. 31-40

Computational Intelligence for Business Intelligence

• Rohit Dhawan, Marcus O'Connor: Time Series Forecasting: An Approach to Modeling Seasonality Using Neural Networks. 41-45
• David West, Scott Dellana: Model Selection Strategies for Ensemble Solutions to Bankruptcy Detection. 46-52
• Darius Plikynas, Yusaf H. Akbar, Zelma Echeverria: Explaining Foreign Direct Investment Patterns in Central and East Europe: a Neural Network Approach. 53-59
• Robert Stahlbock, Stefan Lessmann, Sven F. Crone: Evolutionary Neural Classification Approaches for Strategic and Operational Decision Support in Retail Store Planning. 60-66
• Pankaj Gulhane, Bernard Menezes, Timma Reddy Kunduru, Kalam Shah, S. A. Soman: Forecasting using Decomposition and Combinations of Experts. 67-73
• Stefan Lessmann, Robert Stahlbock, Sven F. Crone: Optimizing Hyperparameters of Support Vector Machines by Genetic Algorithms. 74-82

Swarm Intelligence

• Dorian Gaertner, Keith L. Clark: On Optimal Parameters for Ant Colony Optimization Algorithms. 83-89
• Chin Lua, Karl Altenburg, Kendall E. Nygard: ANTS with Firefly Communication. 90-96
• Suranga Hettiarachchi, William M. Spears: Moving Swarm Formations through Obstacle Fields. 97-103
• Sundaram Rajagopalan, Chien-Chung Shen: ANSI: A Unicast Routing Protocol for Mobile Ad hoc Networks Using Swarm Intelligence. 104-110
• Ronaldo Menezes: A Perspective on the Use of Self-Organization in Tuple Space Coordcination Systems. 111-117
• Min Kong, Peng Tian: A Convergence Proof for the Ant Colony Optimization Algorithms. 118-121
• Cheng-Wei Lin, Sheng-Ta Hsieh, Tsung-Ying Sun: Particle Swarm Optimization Incorporated with Dis-turbance for Improving the Efficiency of Macrocell Overlap Removal and Placement. 122-128

Learning Using Knowledge Discovery

• Lee Krause, Lynn Lehman, Bruce McQueary: User-Centric Knowledge Discovery. 129-135
• Gerald B. Berdan, Michael C. Wicks, Gerard T. Capraro, Christopher Capraro, James S. Perretta, William Baldygo: Knowledge Discovery for an Autonomous Intelligent Radar System (AIRS). 136-142
• Perakath C. Benjamin, Satheesh Ramachandran, Madhav Erraguntla: Towards a Method for Ontology Driven Systems Reengineering (ODSR). 143-150
• Jeffrey Hudack, Mark Zappavigna: Multi System Integration to Support Knowledge Discovery. 151-158

Intelligent Systems

• Eric T. Matson: Reasoning on Temporal Effects of Agent Organization Transition. 159-174
• Lawrence J. Mazlack, Julia M. Taylor: Focused Statistical Joke Generation. 165-174

Neural Networks

• Michael M. Li, Xiaolong Fan, Brijesh Verma, Ron Balsys, John O'Connor: Artificial neural network techniques for analysis of ion backscattering spectra. 175-182
• Hossein Shayeghi, Heidar Ali Shayanfar, Esie A. Barari: A Robust Neural Network Based Load Frequency Controller in a Deregulated Power System. 182-188
• Yongbin Wang, Li Tangxin, Li Jinyan, Li Wangchao: An Efficient Pruning Algorithm for Sparselized Higher-Order Neural Networks. 189-194
• Fabiano Ricardo de Oliveira, Maria Bernadete Zanusso: A Fuzzy Neural Network with Differentiable T-Norms: Classification and Rule Generation. 195-201
• Ho Joon Kim, Hyun-Jung Park, Yun-Seok Cho: A Feature Saliency Measure in WFMM Neural Network-Based Pattern Classification. 202-207
• Maryam Miradi: ANN Models for Dutch highway Network. 208-216

Neural Network Applications

• Alicia M. Gazely, Jane M. Binner: A Comparison Of The Forecasting Performance Of A Constructed Monetary Index With Component Data Using Neural Networks. 217-223
• Israel Herszberg, Sabu John, Mayur Deivasigamani, Ajay Kesavan: Detection of Delaminations in T-joint Composite Structures using Optimized Neural Networks. 224-230
• Ho Joon Kim, Il-Gook Cho, Hyun Seung Yang: Face Detection and Tracking using a Modified Convolutional Neural Network. 231-235
• Ali Reza Atefatdoost, Nezameddin Faghih: Prediction of Time Between Failure and Down Time of an Assembly Line With Artifical Neural Networks and Comparison of Their Results with Monte-Carlo Simulation Method Results. 236-242

Expert Systems & Reasoning

• Jeffrey Beiko, Rose Joshua: Psychiatrica: Diagnosis and Profiling for Psychiatric Disorders. 243-248
• Daniel DeJuan, Vineet Khosla, Walter D. Potter, Blair Dorminey, Donald Nute: ImmGnosis: A Stateless Web-Based Expert System for Immigration Law. 249-255
• Punam Bedi, Sudeep Marwaha: Framework for Ontology Based Expert Systems : Disease & Pests Identification in Crops - A Case Study. 256-259
• Jack K. Horner: An Automated Deduction System for Orthomodular Lattice Theory. 260-265
• Chaiyaporn Chirathamjaree: A Method For The Inference Of Non-Recursive Finite-State Grammars. 266-272
• Kathleen Neumann, Martin Maskarinec: Using Aggregate Functions within a Distributed Deductive Database. 273-278
• Elina Hotman: A Base Reference AHP-based Decision Support System for Selection Problem. 279-285
• Zeina Chedrawy, Syed Sibte Raza Abidi: An Item-Based Collaborative Filtering Framework Featuring Case Based Reasoning. 286-292
• Nicholas Roddy, Anil Varma, Steve Linthicum: Managing Case Quality in a CBR Diagnostic System. 293-299
• Amit Pisharody, Howard E. Michel: A Search Engine Technique Using Relation Based Keywords. 300-306
• Yong Wang, Julia E. Hodges: Document Clustering using Compound Words. 307-313
• Shahrukh Siddiqui, Gene Simmons: Smart Home Energy Management: A Reactive and Anticipatory Approach. 314-320
• Orly Benchetrit, Claude Frasson: Learning by Visual Based Reasoning (VBR). 321-326
• Hyontai Sug: Applying Rapid Knowledge Model in Finding Categorical. 327-332

Fuzzy Logic & Genetic Algorithms

• Amol Wagholikar, Peter Deer: Methods for Fuzzy Measure Determination: A Theoretical Study. 333-337
• Mahmoud Tarokh, Kancherla Keerthi: Inverse Kinematics Solutions of Anthropomorphic Limbs by Decomposition and Fuzzy Classification. 338-343
• Hossein Shayeghi, Heidar Ali Shayanfar, Aref Jalili, Masoud Khazaraee: Area Load Frequency Control Using Fuzzy PID Type Controller in a Restructured Power System. 344-350
• Heidar Ali Shayanfar, Mahdi Karami, Jamshid Aghaei, Hamid Sotoodeh: The Use of Simulated Annealing and Fuzzy System for Unit Commitment. 351-357
• Xiaodan Wu, Yunfeng Wang, Dianmin Yue, Ming He: A Genetic Algorithm for Manufacturing Cell Formation by Considering Manufacturing Flexibility. 358-364
• Carlos Venturino De Coss Perez, Juan Carlos Rosete Fonseca: Genetic Algorithms to Solve Layout Problems Under Quadratic Models. 365-370
• Praveen Koduru, Stephen Welch, Sanjoy Das, Judith L. Roe, Sanjeev Urupattur: A Multi-Objective Hybrid Genetic Algorithm for a Flowering Time Gene Network Model in A. thaliana. 371-377
• Jessica L. Socha: Genetic Algorithms, Simulated Annealing and Tabu Search for Lossless Data Compression. 378-384
• John Galatti, Sung-Hyuk Cha, Michael L. Gargano, Charles C. Tappert: Applying Artificial Intelligence Techniques to Problems of Incomplete Information: Optimizing Bidding in the Game of Bridge. 385-392

Hybrid Intelligent Systems Using Soft Computing Techniques

• Patricia Melin, Ileana Leal, Valente Ochoa, Luis Valenzuela, Daniel Clemente: Modular Neural Networks and Fuzzy Sugeno Integrals for Time Series Prediction. 393-399
• Oscar Castillo, Luis T. Aguilar, Nohé R. Cázarez-Castro, Dario Rico: Intelligent Control of Dynamical Systems with Type-2 Fuzzy Logic and Stability Study. 400-405
• Olivia Mendoza, Gabriela Torres, Patricia Melin: An Intelligent System for Modeling and Simulation with Modular Neural Networks. 406-411
• Selene Cardenas, Julian Garibaldi, Luis T. Aguilar, Oscar Castillo: Intelligent Planning and Control of Robots Using Genetic Algorithms and Fuzzy Logic. 412-418
• Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Oscar Montiel: A Simulink Model for Testing Uncertainty In Type-2 Fuzzy Controllers. 419-425
• Oscar Montiel, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Roberto Sepúlveda: Reducing The Cycling Problem In Evolutionary Algorithms. 426-434