Proceedings of the 2017 International Conference on Artificial Intelligence

ICAI'17 Table of Contents

Editor(s): Hamid R. Arabnia, David de la Fuente, Elena B. Kozerenko, Jose A. Olivas, Fernando G. Tinetti
ISBN: 1-60132-460-X | Copyright © 2017 CSREA Press | United States of America


BIO-INSPIRED COMPUTING, AGENT TECHNOLOGIES, SWARM INTELLIGENCE, AND OPTIMIZATION

Comparative Analysis of Swarm Intelligence Techniques for Data Classification 3-8
Ashray Bhandare, Devinder Kaur
Optimization of Mathematical Functions using the Algorithm of Self-defense of the Plants 9-13
Camilo Caraveo, Fevrier Valdez, Oscar Castillo
Multi-Objective Allocation of DG Simultaneous with Capacitor and Protective Device Including Load Model 14-20
Heidarali Shayanfar, Hossein Shayeghi, Masoud Alilou, Rashid Dadkhah Doltabadi
Genetic Algorithm Based Discriminant Feature Selection for Improved Fault Diagnosis of Induction Motor 21-27
Young-Hun Kim, Manjurul Islam, Rashedul Islam, Jong-Myon Kim
The Evolutional Portfolio Optimization System (EPOS) 28-34
Nikos Loukeris, Yannis Boutalis, Iordanis Eleftheriadis
Scheduling with Divide and Conquer Genetics - A Model and Implementation 35-40
Ammar Elhassan, Loay Al Zubaidi, Shaymaa Al Huwaider
Can the Mechanisms of Self-organization Help our Cities in Following the Scaling Laws of Biology? 41-44
Yara Khaluf

LOGIC, FUZZY LOGIC, FUZZY CONTROL, BAYESIAN METHODS, AND APPLICATIONS

Fuzzy Multi-objective Optimized with Efficient Energy and Time-varying Price for EV Charging System 47-53
Jiyao An, Jie Tang, Yingjun Yu
A Gravitational Search Algorithm using Fuzzy Adaptation of Parameters for Optimization of Ensemble Neural Networks in Medical Imaging 54-59
Beatriz Gonzalez, Patricia Melin, Fevrier Valdez, German Prado-Arechiga
A Novel Fuzzy Approach to Urban Vehicle Location Scheme based on Fuzzy Kalman Filtering 60-66
Jiyao An, Yingjun Yu, Jie Tang
FISTA - A Fuzzy Inference System Tool 67-73
Aboubekeur Hamdi-Cherif, Chafia Kara-Mohamed (alias Hamdi-Cherif), Riyan Al-Khodair, Hend Al-Abbad, Haya Al-Hattab, Aishah Al-Miman
Fuzzy Logic-Based Load Frequency Control in a Nonlinear Deregulated Multi-Source Power System 74-80
Heidarali Shayanfar, Hossein Shayeghi, Abdollah Younesi

COGNITIVE COMPUTING, LEARNING METHODOLOGIES AND APPLICATIONS

An Empirical Characterization of Parsimonious Intention Inference for Cognitive-level Imitation Learning 83-89
Garrett Katz, Di-Wei Huang, Rodolphe Gentili, James Reggia
Abductive Artificial Intelligence Learning Models 90-96
James A. Crowder, John N. Carbone
Transformation Based Methods Extracting Multiple Views for Co-training Algorithms 97-103
Thanh-Binh Le, Sang-Woon Kim
Loading Discriminative Feature Representations in Hidden Layer 104-110
Daw-Ran Liou, Yang-En Chen, Cheng-Yuan Liou
TensorDB: Database Infrastructure for Continuous Machine Learning 111-114
Fangde Liu, Axel Oehmichen, Jingqing Zhang, Kai Sun, Hao Dong, Yunhan Mo, Yike Guo
Investigation of Machine Learning Algorithms for the Classification of Atmospheric Measurements 115-119
David Hamblin, Dali Wang, Gao Chen, Ying Bai
The Design of Predictive Model for the Academic Performance of Students at University based on Machine Learning 120-126
Barnabas Ndlovu Gatsheni, Olga Ngala Katambwa
A CRF Machine Learning Model Reinforced by Ontological Knowledge for Document Summarization 127-135
Jesus Antonio Motta, Jacques Ladouceur

ARTIFICIAL INTELLIGENCE, NOVEL APPLICATIONS AND CONCEPTS

Artificial Intelligence in Robotic Communications, Integration, and Interoperability to Improve Situational Awareness 139-145
Jeffrey Wallace, Sara Kambouris
SNR-multiconditon Approaches of Robust Speaker Model Compensation Based on PLDA in Practical Environment 146-150
Xin Li, Lei Wang, Jie Zhu
Synergy of Artificial Intelligence Projects in Faculty-Student Research 151-156
Sambit Bhattacharya, Bogdan Czejdo
An Application of Automatic Presence / Absence Operation by BLE Beacon Carried by Worker to Intelligent Lighting System 157-163
Toshiki Yamashita, Mitsunori Miki, Sota Nakahara, Yuki Takaya, Ryoto Tomioka, Hiroto Aida
Diagrammatic Representation of Some Aspects of the Notion of Causation 164-170
Sabah Al-Fedaghi
Human-AI Collaboration Concepts 171-178
James A. Crowder, John N. Carbone
Method to Add New Concepts to Concept-Base using Wikipedia 179-182
Misako Imono, Seiji Tsuchiya, Hirokazu Watabe
Optimized Mobile Robotic Navigation based on Fuzzy Logic Control 183-186
Inkyu Jeong, Dileep Kumar Appana, Manjurul Islam, Cheol-Hong Kim, Jong-Myon Kim
Filter and Wrapper-based Feature Selection Using Mutual Information for Rolling Elements Bearing Diagnosis 187-190
Sang-Min Lee, Manjurul Islam, Jaeyoung Kim, Yu-Hyun Kim, Inkyu Jeong, Jong-Myon Kim
Combined Heat and Power Economic Dispatch Solution Using Iterative Cultural Algorithm 191-197
Heidarali Shayanfar, Reza Dadashzadeh Bonab, Navid Tabrizi, Mehdi Mehdinejad

NATURAL LANGUAGE PROCESSING, MACHINE TRANSLATION, TEXT AND WORD CATEGORIZATION, AND RELATED TOPICS

Machine Learning with Selective Word Statistics for Automated Classification of Citation Subjectivity in Online Biomedical Articles 201-207
Incheol Kim, George Thoma
Justifying The Use of An Adjective of a Notion 208-214
Kam-Hoi Cheng
Table based KNN for Article Classification 215-219
Taeho Jo

NEURAL NETWORKS AND NOVEL APPLICATIONS

Using Multi-Layer Perceptrons for Analysis of Labour Data 223-229
Anatoli Nachev
Implementation of a TensorFlow Convolutional Neural Network to Discriminate Similar Gene Functions 230-234
Rory Butler, Ralph Butler, Chrisila Pettey
A Model to Forecast Wind Speed through Singular Spectrum Analysis and Artificial Neural Networks 235-240
Cabral Lima, Valk Castellani, Francisco Pessanha, Adriana Soares
Soil Moisture Modeling usingG Artificial Neural Network 241-247
Jayachander Gangasani, Monday Mbila, Yinshu Wu, Jian Fu
New Classification Technique Using Neural Networks And Genetic Algorithms 248-250
Charaf Eddine Bailoul, Nour Eddine Alaa
Binarizing Neural Networks by Regularizing Moments 251-255
Jason Jennings, Farhad Kamangar

ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION

The Kasai Algorithm 259-265
Kenneth Mbale, Darsana Josyula
Logical Analysis of Data (LAD) - Usage and Experimentation 266-272
Mohamed Hamdi-Cherif

XVII TECHNICAL SESSION ON APPLICATIONS OF ADVANCED AI TECHNIQUES TO INFORMATION MANAGEMENT FOR SOLVING COMPANY-RELATED PROBLEMS

Application of Soft-Computing Techniques for Analysis of External Influential Factors in the Emotional Interpretation of Visual Stimuli 275-280
Arturo Peralta, Antonio Fernandez-Caballero, Jose M. Latorre, Jose Angel Olivas, Eduardo Conde
An Entity Profile Schema for Data Integration in an Academic Metasearch Engine 281-285
Horacio Kuna, Martin Rey, Eduardo Zamudio, Jose Angel Olivas, Alice Rambo, Alejandro Cantero, Ana Canteros, Esteban Martini, Claudio Biale
Solving Vehicle Routing Problem with Multiple Trips using Iterative Local Search with Variable Neighbourhood Search 286-290
Marcos Belver, Alberto Gomez, Jose Lopez, David De la Fuente, Borja Ponte
New Challenges of Copyright Authorship in AI 291-296
Clara Ruiperez, Elisa Gutierrez, Cristina Puente, Jose Angel Olivas
Weighted Graphs to Model Causality 297-301
Cristina Puente, M. Dolores Lopez, Javier Rodrigo, Jose Angel Olivas
Rolling Genetic Support Vector Regressions: An Inflation Forecasting Application in Germany and Greece 302-308
Charalampos Stasinakis, Fillipa Fernadez, Georgios Sermpinis, Rafael Rosillo, Alberto Gomez

POSTER PAPERS

Multi-Step Genetic Algorithms 311-312
Hirokazu Watabe, Misako Imono, Seiji Tsuchiya
Planning the Circular Motion of a Mobile Robot by Using Complex-Valued Neural Network 313-314
Takehiko Ogawa, Yoshihito Kagawa, Akira Okazaki, Takehiro Takahashi
Judging Emotion from EEGs Using Convolutional Neural Network 315-316
Seiji Tsuchiya, Mayo Morimoto, Misako Imono, Hirokazu Watabe
Application of Quaternion Neural Network to EMG-Based Estimation of Forearm Motion 317-318
Hafizzuddin Firdaus, Takehiko Ogawa

LATE PAPERS - ARTIFICIAL INTELLIGENCE AND APPLICATIONS

Rapid Information Discovery System (RAID) 321-327
Belita Gopal, Perakath Benjamin, Karthic Madanagopal
Method for Improved IoT Prognostics and Improved Prognostic Cyber Security for Enterprise Computing Systems 328-334
Kenny Gross, Mengying Li
Commercial Vehicle Scheduling with Time Window by a New Kind of Hopfield Neural Network 335-338
Arezoo Mohandessi, Mehdi Ghatee, Gilbert S. Young
Semantic Proximity Establishment in the Tasks of Knowledge Extraction and Named Entities Recognition 339-344
Elena Kozerenko, Konstantin Kuznetsov, Yulia Morozova, Dmitry Romanov
Mining Commit Log Messages to Identify Risky Code 345-349
Greg Barish, Matthew Michelson, Steven Minton
Research in Posterior ASR Grammar Modification 350-351
Hassan Alam, Aman Kumar, Manan Vyas, Tina Werner, Rachmat Hartono

 


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