ICAI'15
The 2015 International Conference on Artificial Intelligence
Foreword
SESSION: ROBOTICS AND APPLICATIONS
Place Recognition and Topological Map Learning in a Virtual Cognitive Robot 3
Paul Smart, Katia Sycara
A Novel Offline Path Planning Method
10
Pejman Kamkarian, Henry Hexmoor
Improve Robots Calibration Accuracy Using A Dynamic Online Interval
16
Type-2 Fuzzy Interpolation System
Ying Bai, Dali Wang
A Dynamic Hierarchical Task Transfer in Multiple Robot Explorations
22
Mehran Asadi, Manfred Huber
Inferring Robot Actions from Verbal Commands using Shallow Semantic
28
Parsing
Alexander Sutherland, Suna Bensch, Thomas Hellstrom
Efficiency Considerations of an Offline Mobile Robot Path Planner
35
Pejman Kamkarian, Henry Hexmoor
Architecture for Multi-robot Systems with Emergent Behavior
41
Angel Gil, Jose Aguilar, Rafael Rivas, Eladio Dapena, Kevin Hernandez
Singer Module with Singing Synthesis for Humanoid Robots Applications
48
Areli Rojo Hernandez, Hector Manuel Perez Meana, Nagai Takayuki, Enrique
Escamilla Hernandez, Juan Carlos Sanchez Garcia
PathFinder: An Autonomous Mobile Robot Guided by Computer Vision
55
Andre R. de Geus, Marcelo H. Stoppa, Sergio F. da Silva
Determining Humanoid Soccer Player Position based on Goal Detection
61
Victor Lomas-Barrie, Juan Pena-Cabrera, Joel Duran-Ortega
SESSION: GENETIC ALGORITHMS + EVOLUTIONARY
STRATEGIES AND COMPUTATIONS + OPTIMIZATION
METHODS
Bound Smoothing with a Biased Random-Key Genetic Algorithm
69
Thiago Alves de Queiroz, Ivan da Silva Sendin, Marcos Aurelio Batista
Parallelization of the Rosen-Suzuki Fist Function and Himmelblau Function
76
Using a Two-Population Evolutionary Algorithm
Michael Scherger, Roja Molupoju
Mining Simultaneously Emerging and Decaying Patterns from Temporal
82
Quantitative Data using Genetic Algorithm
Anelisa P. da Silva, Dalton M. Tavares, Marcos Antonio Batista, Sergio F. da Silva
Two Repair Schemes Applied to a Multiply Constrained Harvest Scheduling
88
Problem
Peter Geiger, Walter Potter
On the Evolutionary Model of Intelligence
94
Igor Weisband
Cooperative Games with Monte Carlo Tree Search
99
CheeChian Cheng, Norman Carver
Solving Unit Commitment Problem Based on New Stochastic Search
105
Algorithm
Heidar Ali Shayanfar, Oveis Abedinia, Nima Amjady
Improving the Performance of Particle Swarm Optimization for Iris
111
Recognition System Using Independent Component Analysis
Omaima N. Ahmad Al-Allaf
Optimal Design of SVC and Thyristor-Controlled Series Compensation
118
Controller in Power System
Oveis Abedinia, Nima Amjady, Heidar Ali Shayanfar
Analysis of the Performance Improvement Obtained by a Genetic
125
Algorithm-based Approach on a Hand Geometry Dataset
Arnaldo G. A. Silva, Igor A. M. Barborsa, Marcia V. P. Nascimento, Thais G.
Rego, Leonardo V. Batista
Reconfiguration of Radial Distribution Networks by Applying a
131
Multi-objective Technique
Rafael Tapia-Juarez, Elisa Espinosa.Juarez
SESSION: FUZZY LOGIC AND SETS, FUZZY CONTROL AND
APPLICATIONS
Optimizing Cost with Intelligent Energy Management System based on Fuzzy 141
Logic
Musbah Abdulgader, Cheng Yang, Devinder Kaur
Fuzzy Methodologies for Multi-Sensor Information Fusion with Applications 147
to Precision PNT
James Crowder, John Carbone
An Adaptive PID Tuning For LFC System Using Neuro-Fuzzy Inference
155
System
Heidar Ali Shayanfar, Ghasem Derakhshan, Mohammadreza Alimohammadi, Amin
Khodabakhshian
The Logic Fuzzy in the Operation of the Knowledge of the Interaction
161
Human-computer Tasks in Complex Machines: Learning in Significance Sets
Edgard Martins, Isnard Martins
Identifying Opinion Mining Elements Based on Dependency Relations and
168
Fuzzy Logic
Abdelaziz Bouras, haiqing zhang, Aicha Sekhari, Yacine Ouzrout
Fuzzy Evaluation of Job Satisfaction of Hotel Employees
175
Rahib Abiyev, Gunay Sadikoglu, Esmira Abiyeva
SESSION: KNOWLEDGE DISCOVERY AND MACHINE
LEARNING
Cognitive RF Systems and EM Fratricide - Part III
183
Gerard Capraro
Predicting Locations of Interest with Biased Levy Flights
189
Aaron Wheeler
Potentially Explaining Literature Based Discoveries in Non-Medical Domains 194
M. Heidi McClure
Analyzing Foreign-Language Social-Media Reaction to Televised Speeches:
201
Lessons Learned
Brian Amanatullah, Steve Minton, Matthew Michelson, Greg Barish, Kane See
Distributed Dynamic Graph Analytic Framework: Scalable Layered
206
Multi-Modal Network Analysis
Michael Margitus, William Tagliaferri
Determining Formal and Informal Organizational Hierarchy
212
Joanna Brown, Elizabeth Benagh, Connie Fournelle
SESSION: KNOWLEDGE BASE SYSTEMS, REPRESENTATION,
DISCOVERY + INFORMATION ENGINEERING METHODS AND
RELATED ISSUES
Using Multiple Methods to Infer Classification with An Incrementally
221
Expanding Knowledge Base
Kam-Hoi Cheng
Moving Towards an Adaptive Enterprise Intrusion Detection and Prevention 228
System
Thomas Cole Amick, Lem R. Soles, Dallas H. Snider
Controlled Information Maximization for SOM Knowledge Induced
232
Learning
Ryotaro Kamimura
The Role of Planning in Object-Oriented Programming for Beginners
239
Christina Schweikert
Epistemology Under Schematization: Defining Knowledge
246
Sabah Al-Fedaghi
Automated Monitoring and Validation of Synthetic Intelligent Behavior
252
Randolph Jones, Ben Bachelor, Webb Stacy, John Colonna-Romano, Robert Wray
Classification of Debate Threading Models for Representing Decentralized
259
Debates
Abdulrahman Alqahtani, Marius Silaghi
Automatic Concept-base Creation Method using Document Groups
266
Misako Imono, Eriko Yoshimura, Seiji Tsuchiya, Hirokazu Watabe
Network-based Relevance Relationships Generating for Empirical
272
Engineering Knowledge
Xinyu Li, Zuhua Jiang, Bo Song, Lijun Liu
SESSION: WORKSHOP - INTELLIGENT LINGUISTIC
TECHNOLOGIES, ILINTEC'15
Parametrizing Verb Second and Clitic Second Languages
281
Anton Zimmerling
Method for Generating Subject Area Associative Portraits: Different
288
Examples
Irina Galina, Michael Charnine, Nikolay Somin, Vladimir Nikolaev, Yulia
Morozova, Oleg Zolotarev
Business Intelligence Processing on the Base of Unstructured Information
295
Analysis from Different Sources Including Mass Media and Internet
Oleg Zolotarev, Michael Charnine, Andrey Matskevich, Konstantin Kuznetsov
Evaluation for Morphologically Rich Language: Russian NLP
300
Svetlana Toldova, Olga Lyashevskaya, Anastasiya Bonch-Osmolovskaya, Maxim
Ionov
SESSION: MACHINE TRANSLATION, NATURAL LANGUAGE
PROCESSING AND RELATED METHODS
Information Extraction of ICARTT Data Using Natural Language Processing 309
Elliot Rieflin, Dali Wang, John Kusterer, Gao Chen
Evaluation of a Standalone Language-independent Dialogue Framework
316
Arnaud Jordan, Kenji Araki
Automated Scoring of Levels of Integrative Complexity Using Machine
323
Learning and Natural Language Processing
Aardra Kannan Ambili, Khaled Rasheed
Semantic Characterization of Academic and Occupational Profiles Based on
329
Competencies
Alexandra Gonzalez, Jose Aguilar
Comparative Study of Verse Similarity for Multi-lingual Representations of
336
the Qur'an
Amna Basharat, Delaram Yasdansepas, Khaled Rasheed
KNN based Word Categorization considering Feature Similarity
343
Taeho Jo
A General Language Framework for General Intelligence
347
Sudharsan Iyengar, Theron Rabe
Example Based Machine Translation Using Fuzzy Logic from English to
354
Hindi
Manish Rana, Mohammad Atique
SESSION: XV TECHNICAL SESSION ON APPLICATIONS OF
ADVANCED AI TECHNIQUES TO INFORMATION
MANAGEMENT FOR SOLVING COMPANY-RELATED
PROBLEMS
Application of the FTOPSIS Ranking Method to an Industrial Facility
363
Location Problem
Javier Puente, Isabel Fernandez, Jesus Lozano, Borja Ponte, Paolo Priore, David de
la Fuente
Heat Exchanger Network (HENET): A Parallel GA/SA Algorithm
368
Alberto Gomez, Daniel Toimil, Rafael Rosillor, Jose Parreno, Nazario Garcia, David
de la Fuente
A Semantic Repository Approach to Improve Health Information
374
Management
Jose Gracia-Maldonado, Francisco P. Romero, Jose A. Olivas
A Decision Support System for Risk Analysis and Diagnosis of Hereditary
380
Cancer
Cesar Calatrava, Mauro J. Oruezabal, Jose A. Olivas, Francisco P. Romero, Jesus
Serrano-Guerrero
SESSION: POSTER PAPERS
Plural Object Recognition Using Image Similarity and Word-Concept
389
Association
Hirokazu Watabe, Misako Imono, Eriko Yoshimura, Seiji Tsuchiya
Robust Stability Criteria for Takagi-Sugeno Fuzzy Systems with
391
Sampled-data
H.Y. Jung, Yajuan Liu, S.M. Lee
Automating Academic Advising and Course Schedule Planning with a CLIPS 393
Expert System
Edwin Rudolph, Adel Abunawass
A Verification Technique for Self-Adaptive Software by Using
395
Model-CheckingEuijong
Euijong Lee, Doo-Kwon Baik
Judging Emotion from EEGs Using SVM and EEG Features
397
Seiji Tsuchiya, Mayo Morimoto, Misako Imono, Hirokazu Watabe
Learning-Based Adaptation Determination Method for Problem Recognition 399
of Self-Adaptive Software
Kwangsoo Seol, Doo-Kwon Baik
An Intelligent Robotic System for Localization and Path Planning Using
401
Depth First Search
Andrea Doucette, Wei Lu
Design and Implementation of a Simulator for the Operational Control of
403
Creative 3D Assembly
Sanguk Noh
SESSION: ARTIFICIAL INTELLIGENCE: THEORY,
ALGORITHMS AND APPLICATIONS + COGNITIVE SCIENCE +
MODELING
Visual Intelligence: Toward Machine Understanding of Video Content
407
Michael Burl, Russell Knight, Anthony Barrett
Applications of Mixed Pairwise Comparisons
414
Abeer Mirdad, Ryszard Janicki
Artificial Psychology Revisited: Constructs for Modeling Artificial Emotions 421
James Crowder, John Carbone, Shelli Friess
Sam and Chinese Room
427
Roseli Gimenes
Turing Test Does Not Work in Theory but in Practice
433
Pertti Saariluoma, Matthias Rauterberg
High-Density Pattern-Of-Life Modeling
438
Randolph Jones, J. T. Folsom-Kovarik, Pat McLaughlin, Rich Frederiksen
Verification of the Position Estimation Method of the Smartphone by Using
445
Visible Light Communication and its Application to Intelligent Lighting
System
Kohei Yamaguchi, Mitsunori Miki, Sho Kuwajima, Ryohei Jonan, Hiroto Aida
An Intelligent System Framework for Measuring Attention Levels of
452
Students in Online Course Environments
Omer Useche, Eman El-Sheikh
Complex DNA and Good Genes for Snakes
458
Md Shahnawaz Khan, Walter Potter
Parametric and Nonparametric Mixture Models Based on Interval
464
Regression
Roberta Fagundes, Bruno Pimentel, Renata Souza, Francisco Cysneiros
Conceptual Design of a Smart Classroom Based on Multiagent Systems
471
Jose Aguilar, Priscila Valdiviezo, Jorge Cordero, Manuel Sanchez
Approaches and Strategies to Extract Relevant Terms: How Are They Being 478
Applied?
Joselaine Valaski, Sheila Reinehr, Andreia Malucelli
Construction of the EEG Emotion Judgment System Using Concept Base of
485
EEG Features
Mayo Morimoto, Misako Imono, Seiji Tsuchiya, Hirokazu Watabe
Investigation of CI Forecasting Algorithms for Short-time Cash Demand in
491
ATM Network
Gediminas Zylius, Vygandas Vaitkus, Rimvydas Simutis
The DNA of Snakes
497
Md Shahnawaz Khan, Walter Potter
Reducing the Number of Lighting Control Attempts Before Illuminance
503
Convergence in the Intelligent Lighting System Using the Layout Map of
Lightings and Illuminance Sensors
Ryohei Jonan, Mitsunori Miki, Shohei Matsushita, Daichi Terai, Hiroto Aida
Insects Detection in Maize by Endoscopic Video Analysis
510
Andre R. de Geus, Marcos Antonio Batista, Tercio A. Santos Filho, Sergio F. da Silva
Optimal PID Controller Design Using Krill Herd Algorithm for Frequency
516
Stabilizing in an Isolated Wind-Diesel System
Heidar Ali Shayanfar, Hossein Shayeghi, Abdollah Younesi
Verification of a Seat Occupancy/Vacancy Detection Method Using
522
High-Resolution Infrared Sensors and the Application to the Intelligent
Lighting System
Daichi Terai, Mitsunori Miki, Katsuya Ito, Kohei Yamaguchi, Hiroto Aida
Indoor Floor Map Construction with Video Survey
529
Tsz Lung Wong, Kai-sun Wong, Ka Sing Lin, Chin Tau Lea
An Approach for the Emerging Ontology Alignment based on the Bees
536
Colonies
Carlos Rangel, Jose Aguilar, Mariela Cerrada, Junior Altamiranda
Brain Based Control of Wheelchair
542
Rahib Abiyev, Nurullah Akkaya, Ersin Aytac, Irfan Gunsel, Ahmet Cagman
eJADE-S: Encrypted JADE-S for Securing Multi-Agent Applications
548
Basit Ali, Umar Manzoor, Bassam Zafar
Effect of Demand-Side Management in Electricity Price/Load Forecasting in
555
Smart Grids
Hossein Shayeghi, Ali Ghasemi, Heidar Ali Shayanfar
Maximization of the Resource Production in RTS Games using Planning and 562
Scheduling
Thiago Naves, Carlos Lopes
SESSION: PATTERN RECOGNITION AND SUPPORTING
ALGORITHMS + MACHINE LEARNING AND APPLICATIONS +
LEARNING METHODS (SUPERVISED AND UNSUPERVISED)
AND DATA MINING
Using Google Glass and Machine Learning to Assist People with Memory
571
Deficiencies
Thomas Way, Adam Bemiller, Raghavender Mysari, Corinne Reimers
A Novel Biologically Plausible Supervised Learning Method for Spiking
578
Neurons
Lilin Guo, Zhenzhong Wang, Malek Adjouadi
Definition and Mining of Quasi-Cyclical Patterns in Agroclimatic Data
585
Geise K. S. Santos, Tercio A. Santos Filho, Marcos Antonio Batista, Sergio F. da Silva
Interpreting the Geochemistry of Southern California Granitic Rocks using
592
Machine Learning
German Alferez, Jocksan Rodriguez, Benjamin Clausen, Lance Pompe
An Interval Expectation Maximization Algorithm for Outlier Detection in
599
Linear Regression
Daniel Bion, Marco Domingues, Renata Souza, Francisco Cysneiros
Proactive Control of Traffic in Smart Cities
604
Benjamin Zabala, German Alferez
SentAMaL- A Sentiment Analysis Machine Learning Stock Predictive Model 610
Sherrene Bogle, Walter Potter
Supervised Potentiality Actualization Learning for Improving Generalization 616
Performance
Ryotaro Kamimura
A Cluster-Based Algorithm for Anomaly Detection in Time Series Using
622
Mahalanobis Distance
Erick Giovani Sperandio Nascimento, Orivaldo De Lira Tavares, Alberto Ferreira De
Souza
Determining Signal Source Integrity Using a Semi-supervised Pattern
629
Classification System
Wendell Satney, Angela Carrington, Thea Scantlebury-Manning, Adrian Als
Adaptive WiFi Positioning System with Unsupervised Map Construction
636
Ka Sing Lin, Albert Kai Sun Wong, Tsz Lung Wong, Chin Tau Lea
A Reconfigurable System Learning for Data Classification Using Parallel
643
Processing
Eduardo Moreira, Carlos Maciel, Edmilson Moreira, Felipe Zanoni
Synchronous Emotion Pattern Recognition with a Virtual Training
650
Environment
Bruno Senzio-Savino, Mohammad Alsharif, Carlos Gutierrez, Katsumi Yamashita
Automatic Recognition of Speech Patterns of Numeric Digits Using Support
655
Vector Machines: A New Approach
Gracieth Batista, Washington Silva
Case Base Size and Overall Competence: Incremental Increase and Similarity 661
Threshold Selection on a Data Set
Spencer Knight, John Hastings
Support Vector Machines and Mel-Frequency Cepstral Coefficients: an
665
Application for Automatic Voice Recognition
Felipe G. Barbosa, Washington L. Silva Serra
Toward a Short Text Classification Framework Based on Background
672
Knowledge Discovery
Isak Taksa
Initial Pattern Library Algorithm Based on Mean/Variance Classification for 678
3D Som
Li Hongsong , Cheng Fulin
Classification Using Jumping Emerging Patterns and Cosine Similarity
682
Mauri Ferrandin, Adao Boava, Alex Sandro Roschildt Pinto
An Empirical Evaluation of Adaboost in Neat and Rtneat
688
Robert Schukei, Blayne Mayfield
SESSION: NEURAL NETWORKS + OTHER ARTIFICIAL
INTELLIGENCE ALGORITHMS AND APPLICATIONS
Spiking Neuron Model for Wavelet Encoding of Temporal Signals
693
Zhenzhong Wang, Lilin Guo, Malek Adjouadi
Implementation of Hardware Model for Spiking Neural Network
700
Jungmin Choi, Minwook Ahn, Jong Tae Kim
Application of Self-Organizing Feature maps to Water Resources Projects
704
Bernard Hsieh, Jay Ratcliff
Main Principles of the General Theory of Neural Network with Internal
711
Feedback
Dmitri Pescianschi
An Application of Neural Networks to an Autonomous Car Driver
716
Kholah Albelihi, Dana Vrajitoru
Analog and Digital Modeling of a Scalable Neural Network
723
Dmitri Pescianschi, Anastassia Boudichevskaia, Boris Zlotin, Vladimir Proseanic
Training Artificial Neural Networks to Learn a Nondeterministic Game
729
Thomas Portegys
Document Outline