Proceedings of the 2018 International Conference on Artificial Intelligence

ICAI'18 Table of Contents

Editor(s): Hamid R. Arabnia, David de la Fuente, Elena B. Kozerenko, Jose A. Olivas, Fernando G. Tinetti
ISBN: 1-60132-480-4 | Copyright © 2018 CSREA Press | United States of America


LEARNING METHODOLOGIES, MACHINE LEARNING, COGNITIVE COMPUTING, REASONING, AND APPLICATIONS

tfelm: a TensorFlow Toolbox for the Investigation of ELMs and MLPs Performance 3-8
Andrea Castellani, Samuele Cornell, Laura Falaschetti, Claudio Turchetti
Machine Learning for Diagnosis of Disease in Plants using Spectral Data 9-15
Godliver Owomugisha, Friedrich Melchert, Ernest Mwebaze, John A. Quinn, Michael Biehl
Machine Reasoning for Determining Radiation Sensitivity of Semiconductor Devices 16-21
Charles Kim, Harald Schone
Personalized Knowledge Distillation-based Mobile Food Recognition 22-28
Zhao Heng, Sharmili Roy, Kim-Hui Yap, Alex Kot, Lingyu Duan
Population-Based Incremental Learning Algorithm for Identification of Blood Glucose Dynamics Model for Type-1 Diabetic Patients 29-35
Juan David Hoyos, Freddy Bolanos, Monica Ayde Vallejo Velasquez, Pablo Santiago Rivadeneira
Large Scale Experimentation on Anomaly Detection Scalability and Performance 36-43
Yaya Sylla, Pierre Morizet-Mahoudeaux, Stephen Brobst
Methodologies for Continuous Life-long Machine Learning for AI Systems 44-50
James A. Crowder, John N. Carbone
Artificial Neural Diagnostics and Prognostics: Self-Soothing in Cognitive Systems 51-57
James A. Crowder, John N. Carbone
Detailed Analysis of Network Attack Detection Accuracy Using Machine Learning Algorithms 58-62
Abdinur Ali, Yen-Hung Hu, Chung-Chu (George) Hsieh, Mushtaq Khan
An Intelligent System to Predict Future Performance of Youth Football Players using Machine Learning 63-66
Wenjie Fu, Yu Sun, Fangyan Zhang, Bo Guo
SmartStress: A Machine Learning-based Stress Management and Assistance System 67-70
Mingze Gao, Yu Sun, Fangyan Zhang, Bo Guo
A Course of Action to Data-driven Predictive Maintenance 71-74
Xenia Klinge, Jens Haupert

NEURAL NETWORKS AND NOVEL APPLICATIONS

Enhancing Prosthetic Musculotendinous Proprioception utilizing Multidisciplinary Artificially Intelligent Learning Approach 77-83
John N. Carbone, Ryan A. Carbone, James A. Crowder
Self-trained Multi-layer Analog Real-time Artificial Neural Network Circuits 84-89
David Rancour, Howard Michel
Neural Network Application in Detecting Breast Cancer by Removing Outliers 90-95
Joseph Cunningham, Justin Thomas, Katrina Mehring, Cashe E. Collins, Nasser Tadayon
Non-Hybrid Meaningful-Based Learning System Using a Configurable Network of Neural Networks 96-102
Howard Schneider

DEEP LEARNING, CONVOLUTIONAL NEURAL NETWORKS, AND APPLICATIONS

Effective Web-Page Classification Using Token-String CNN over URLs and Anchor Texts 105-111
Liqun Shao, Shun Yao, Xing Zhou, Jia Guo, Jie Wang
Recent Developments and Emerging Challenges in Deep Neural Networks for Cybersecurity and Other Applications 112-118
Connor O'Donnell, Wenlin Han
Robotic Sorting of Shredded E-waste: Utilizing Deep Learning 119-123
Hamidreza Karbasi, Adam Sanderson, Alireza Sharifi, Carl Wilson
Automatic Detection of Surgical Phases in Laparoscopic Videos 124-130
Babak Namazi, Ganesh Sankaranarayanan, Venkat Devarajan
Low Level Entity State Sequence Mapping to High Level Behavior via a DeepLSTM Model 131-136
Joshua Haley, Victor Hung, Robert Bridgman, Norb Timpko, Robert Wray
Realtime Applications with RTMaps and Bluebox 2.0 137-140
Sreeram Venkitachalam, Surya Kollazhi Manghat, Akash Sunil Gaikwad, Niranjan Ravi, Sree Bala Shruthi Bhamidi, Mohamed El-Sharkawy

BIO-INSPIRED COMPUTING, EVOLUTIONARY SYSTEMS, SWARM INTELLIGENCE, AND OPTIMIZATION METHODS

Multi-objective Optimization based on a Multi-criteria Estimation of Distribution 143-149
Pedro Mariano Sousa Bezerra, Fernando Jose Von Zuben, Guilherme Palermo Coelho
Designing Convolutional Neural Network Architecture Using Genetic Algorithms 150-156
Ashray Bhandare, Devinder Kaur
Adaptive Radius Immune Algorithm for Multimodal Function Optimization in Dynamic Environments 157-163
Amanda O. C. Ayres, Willian Rampazzo, Euler R. S. Faria, Pedro Mariano Sousa Bezerra, Levy Boccato, Romis Attux, Fernando Jose Von Zuben
A Comparative Analysis of Immune System Inspired Algorithms for Traveling Salesman Problem 164-170
Isha Muthreja, Devinder Kaur
Simultaneous Placement of Multi-DG and SVC in the Distribution System with Nonlinear Load Model 171-176
Heidarali Shayanfar, Hossein Shayeghi, Masoud Alilou, Behrooz Tousi
Cooperation Emergence in a Simulated Evolutionary Context of AI Systems 177-182
Guido Tascini
Optimization of Location and Size of DG and DVR for Improving the Performance of Distribution System 183-188
Hossein Shayeghi, Heidarali Shayanfar, Masoud Alilou, Behrooz Tousi

AUTONOMOUS SYSTEMS AND APPLICATIONS

Deep Deterministic Policy Gradient for Autonomous Vehicle Driving 191-194
Hongsuk Yi
Autonomous Mission Planner and Supervisor (AMPS) for UAVs 195-201
James A. Crowder, John N. Carbone
Cognitive Mimetics - Main Ideas 202-206
Pertti Saariluoma, Tuomo Kujala, Antero Karvonen, Mika Ahonen
Bi-Objective Study for the Assignment of Unmanned Aerial Vehicles to Targets 207-213
Ryan D. Friese, James A. Crowder, Howard J. Siegel, John N. Carbone

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

Performance Comparison of Type-1, Interval Type-2 and Generalized Type-2 Fuzzy Logic Controllers 217-223
Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo
Interactive Recommendations in Probabilistic Network on Ontology-based Preferences with User Feedbacks 224-227
Hyeseong Park, Kyung-Whan Oh
Comparative Study between the Gravitational Search Algorithm using Type-2 Fuzzy Logic and Particle Swarm Optimization for Neural Networks Architecture Ooptimization 228-234
Beatriz Gonzalez, Patricia Melin, Fevrier Valdez, German Prado-Arechiga

ARTIFICIAL INTELLIGENCE, PATTERN RECOGNITION, CLUSTERING, AND APPLICATIONS

Toward a General-Purpose Artificial Intelligence Test by Combining Diverse Tests 237-243
Christopher Pereyda, Lawrence Holder
A Framework for Unsupervised Extraction of Social Networks from Textual Materials 244-249
Thomas Way
Parallel Models of Differential Evolution for Bilevel Programming 250-256
Thiago Tavares Magalhaes, Eduardo Krempser, Helio Jose Correa Barbosa
The Application of Cluster Analysis in Test Validation for Standard-based High-stakes Assessment 257-263
Fen-Lan Tseng, Ming-Chiu Chang, Jia-Min Chiou, Fu-Yuan Hsu
eCamera: A Real-time Facial Expression Recognition System 264-270
Hui Wang, Jiang Lu, Ting Zhang
Prayer Activity Recognition Using an Accelerometer Sensor 271-277
Omar Alobaid, Khaled Rasheed
Selecting a Minimum Training Set for Neural Networks using Short-Time Fourier Transform in Detecting Loss of Coolant Accidents in Nuclear Power Plants 278-284
David Tian, Jiamei Deng, Gopika Vinod, T.V. Santhosh
Multispectral Contactless 3D Handprint Acquisition for Identification 285-288
Mark F. Hansen, Melvyn L. Smith, Lyndon N. Smith
Texture evaluation of transparent acrylic resin using self-organizing maps 289-292
Yuji Wakabayashi, Kanlaya Chanthasen, Shun Yoshida, Yasusuke Kawabata, Takehiko Ogawa, Toshio Sugibayashi
(A)KDD for Structuring Destructured Documents 293-299
Jacques Pere-Laperne
Neo-anthropogenic Psychology and AI 300-303
Sean Thoennes
Three Novel Approaches to Dimensionality Reduction 304-309
Usman A. Baba, Augustine S. Nsang, Olaiya Adeseye
Universal Solution Template for Goal-Seeking Artificial Intelligence 310-315
Gideon Samid
Investigating the Relative Performances of Assorted Dimensionality Reduction Techniques 316-321
Augustine S. Nsang, Usman A. Baba
Stock Ranking with Market Microstructure, Technical Indicator and News 322-328
Liang Wang, Khaled Rasheed
A Framework for Understanding the Impact of Business Intelligent Systems in Optimized Decision Making and Organization Performance 329-335
Barnabas Ndlovu Gatsheni, Sibongiseni Khumalo

NATURAL LANGUAGE PROCESSING, MACHINE TRANSLATION, TEXT AND WORD CATEGORIZATION, & INTELLIGENT LINGUISTIC TECHNOLOGIES

AI-Chatbot:Elderly Aid 339-344
Guido Tascini
Can Intelligent Agents Help End the Opioid Crisis? 345-347
Wayne Smith, Zachary Hendrix
Word Classification in Domain on Current Affairs by Feature Similarity based K Nearest Neighbor 348-351
Taeho Jo
Dynamic Peer-to-Peer Amplifier System used in Agent-based Intelligent Tutoring System 352-358
Babak Khosravifar, Clemente Cuevas, Jamal Bentahar
Modification of AHC Algorithm for ClusteringWords into Feature Similarity based Version 359-362
Taeho Jo
Gathering Object Interactions as Semantic Knowledge 363-369
Suilan Estevez-Velarde, Yoan Gutierrez, Andres Montoyo, Alejandro Piad-Morffis, Rafael Munoz, Yudivian Almeida-Cruz
Comprehending the Meaning of Some Adverbs 370-376
Kam-Hoi Cheng
Interlinking Hadith Based on Multilingual Text Similarity Analysis 377-383
Pan Huang, Amna Basharat, Usman Nisar, Khaled Rasheed

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

Alert System for Timely Medication Administration 387-392
Cristina Puente, Alejandro Sobrino, Augusto Villa-Monte, Jose A. Olivas
A New Approach to Solving the Dial a Ride Problem using Iterative Local Search 393-399
Marcos Belvar, Alberto Gomez, Paolo Priore, Javier Puente, Jose Parreno
Application of Support Vector Machine on Algorithmic Trading 400-406
Jose Szklarz, Rafael Rosillo, Nicolas Alvarez, Isabel Fernandez, Nazario Garcia
An Agent-based Perspective to Goldratta's PQ Problem 407-413
Jose Costas, Borja Ponte, Julio Puche, Raul Pino, David de la Fuente
A Personalized Information Retrieval Approach using Semantic Processing of Text Documents 414-419
Eric Utrera, Alfredo Simon-Cuevas, Jose A. Olivas, Francisco P. Romero

POSTER PAPERS AND EXTENDED ABSTRACTS

Degree of Association between Concepts using Wikipedia Concept-base and Word2Vec 423-424
Hirokazu Watabe, Misako Imono, Seiji Tsuchiya
Novel Scheme for Multi Criteria Decision Making Method using Probabilistic Analytic Hierarchy Process 425-426
Aleksander Marianski, Michal Kedziora, Ireneusz Jozwiak
Ontology-Based Semantic Search System for Movie Object 427-428
Hyunwoo Yoo, Sungkwon Kim, Kyungwhan Oh
Reflex-Augmented Reinforcement Learning for Electrical Energy Management in Vehicles 429-430
Andreas Heimrath, Joachim Froeschl, Uwe Baumgarten

LATE BREAKING PAPERS

An Online Algorithm for Detecting Anomalies using Fuzzy Clustering 433-439
Darrin M. Hanna, Michael F. Lohrer, David E. Stern, Alexander Postlmayr, Adam Kollin, Shuo Wang, Gang-Yu Liu
Improving Bankruptcy Prediction Using Oversampling and Feature Selection Techniques 440-446
Duaa Alrasheed, Dongsheng Che
Is Preprocessing of Text Really Worth your time for Toxic Comment Classification? 447-453
Fahim Mohammad
Using K-means Clustering to Detect Anomalous File Removes 454-458
Bill Anderson, Marc Genty
A Sound-based Machine Fault Diagnosis System using Artificial Neural Networks 459-463
Caleb Vununu, Suk-Hwan Lee, Ki-Ryong Kwon
Using Multiple Machine Learning Algorithms to Predict Autism in Children 464-467
Hana S. Alarifi, G. S. Young
Word Recovery in Word-Lost Documents Using an Artificial Intelligence Methodology 468-471
Seongjin Yoo, Junwon Yang, Seungwoon Kim, Tae-Sun Chung
A Bipolar Reference Based BCI 472-475
Li Changsheng, Chen Minyou, Zhang Li, Liu Jing, Liu Wenqian
A New Heuristic Approaches for Multidimensional Multi-Choice Knapsack Problem (MMKP) 476-477
R. Alcalde, L. Saiz, M. A. Manzanedo, B. Alonso
Collecting Training Data to Train an LSTM to Classify a Finite Number of Human Intents from Voice with Slight Negative Latency, and Solving the Use Mention Distinction 478-484
Isaac Leonard, Chris Dye

 


Administered by
Universal Conference Management Systems & Support (UCMSS)
** San Diego, California, USA **