Proceedings of the 2019 International Conference on Artificial Intelligence

ICAI'19 Table of Contents

Editors: Hamid R. Arabnia, David de la Fuente, Elena B. Kozerenko, Jose A. Olivas, Fernando G. Tinetti
ISBN: 1-60132-501-0 | Copyright © 2019 CSREA Press | United States of America


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

Serious Games and Machine Learning for Detecting Mild Cognitive Impairment 3-8
Kyle Leduc-McNiven, Ryan T. Dion, Mahmood Aljumaili, Robert D. McLeod, Marcia R. Friesen
Variants of Dynamic Time Warping and their Performance in Human Movement Assessment 9-15
Johan Hagelback, Pavlo Liapota, Alisa Lincke, Welf Lowe
Anytime Learning: A Step Toward Life-Long AI Machine Learning 16-21
James Crowder, Shelli Friess, John Carbone
Music Style Transformer: Music Generation via Raw Audio Transcription with Applications to Style-Transfer 22-33
Jason St George, Hans-Peter Bischof
Unsupervised Clustering for Sharding Key Formulation and the Effects of Aggregation Computations 34-40
Tad Kellogg, Yanzhen Qu
Lifelong Machine Learning with Logic, Semantics and Natural Language Processing 41-47
Emdad Khan
Implicit Learning in Artificial Intelligent Systems: The Coming Problem of Real, Cognitive AI 48-53
James Crowder, Shelli Friess, John Carbone
Case Study: Skymap Data Analysis 54-59
Leonidas Deligiannidis, Chen-Hsiang Yu, Mira Yun, Hongsheng Wu
Two Perspectives on Playing Games: Reinforcement Learning vs Game Theory 60-61
Maximilian Moll, Leonhard Kunczik
Using Machine Learning to Play the Game Super Mario Kart 62-66
Jinhuan Lei, Song Chen, Mao Zheng
Integrated Machine Learning Modeling and Fault Detection Approach for Chilled Water Systems 67-71
Mostafa Tahmasebi, Kevin Eaton, Nabil Nassif, Rand Talib
Modeling of Chilled Water VAV Systems Using a Machine Learning Approach 72-78
Rand Talib, Priyan Rai, Nabil Nassif, Mostafa Tahmasebi
A Study on an Apartment Price Prediction Model using Machine Learning: An Example from Busan Metropolitan area 79-85
SungHo Park, Kangbae Lee, Doo-hwan Kim, Sang Ha Sung, ByungKwon Park, HyunSoo Kim
Multi-level Defects Classification of Partial Discharge Activity in Electric Power Cables using Machine Learning 86-91
Omar H. Abu-Rub, Qasim Khan, Shady S. Refaat
Segmented Brain Waves Signals Cognitive Load Assesment: A Deep Learning Approach 92-97
Abdul Qayyum, Moona Mazher, M.K.A. Mohamed Khan, Muralidaran M.Suresh, Kumaresan K.Sudhagar
Demographical Analysis to Predict Autism using Machine Learning Algorithms 98-105
Hana S. Alarifi

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

Identifying the Optimal Solutions of Bohachevsky Test Function Using Swarming Algorithms 109-115
Aakif Mairaj, Ali Al Bataineh, Devinder Kaur, Ahmad Y. Javaid
Optimal Allocation of Electric Vehicle Parking Lots for Improving the Efficiency of Distribution System 116-122
Heidarali Shayanfar, Hossein Shayeghi, Leila Bagherzadeh
Evolving Pong Paddles 123-125
Matthew Kopelmman, Kyle Glaws, Holger Mauch

NATURAL LANGUAGE PROCESSING, TEXT MINING, AND APPLICATIONS + RELATED METHODS

Synthesize Corpus for Chinese Word Segmentation 129-134
Han He, Lei Wu, Xiaokun Yang, Yi Feng
Transferable High-Level Representations of BERT for Cross-Domain Sentiment Classification 135-141
Batsergelen Myagmar, Jie Li, Shigetomo Kimura
Emotional Awareness based Classification Model for Twitter Sentiment Analysis using a Deep Neural Network 142-145
Ahmed Sulaiman M Alharbi, Elise de Doncker
String Vector based K Nearest Neighbor for News Article Summarization 146-149
Taeho Jo
Introduction of String Vectors to AHC Algorithn for Clustering News Articles 150-153
Taeho Jo

AUTONOMOUS SYSTEMS AND APPLICATIONS + RELATED ISSUES

Systems Level Thinking for Artificial Intelligence Systems 157-163
James Crowder, Shelli Friess
AI in a Small Space: A Small Architecture Solution for Self-Driving Enhancements to a Remote Control Car 164-169
Rory Butler, Ralph Butler, Chrisila Pettey
Fuzzy Collision Avoidance Algorithm for UAVs 170-174
James Crowder, John Carbone
Control Strategy to Increase Sustainability of Output From DC Micro-Grid to AC Micro-Grid 175-181
Azzam ul Asar, Muhammad Shahid Laiq, Mudasser Wyne

DEEP LEARNING, RECURRENT NEURAL NETWORK, CONVOLUTIONAL NEURAL NETWORKS, DATA SCIENCE AND APPLICATIONS

Ablation Studies to Uncover Structure of Learned Representations in Artificial Neural Networks 185-191
Richard Meyes, Melanie Lu, Constantin Waubert de Puiseau, Tobias Meisen
Estimating TCP RTT with LSTM Neural Networks 192-198
Bikramjit DasGupta, Damian Valles, Stan McClellan
A Basic Recurrent Neural Network Model 199-205
Fathi M. Salem
A Convolutional Recurrent Autoencoder for Spatio-temporal Missing Data Imputation 206-212
Reza Asadi, Amelia Regan
Short Term Load Forecasting Using Recurrent and Feedforward Neural Networks 213-219
Andrew Loder, Mark C. Lewis
Application of Deep Learning in Wireless Signal Identification for Intelligent Channel Sensing 220-225
Md Faisal Kabir, Ahmad Y. Javaid, Vijay Devabhaktuni
Performance Comparison between Machine Learning based LTE Downlink Grant Predictors 226-232
Abdullah Nisar, Jonathan Ah Sue, Jurgen Teich
Sentiment Analysis on Twitter Data using Apache Hadoop and Performance Evaluation on Hadoop MapReduce and Apache Spark 233-238
Kritika Garg, Devinder Kaur
Short-Term Electricity Market Price Forecasting Based on De-Noised Wavelets and NARX Neural Network- Data Analytics Approach 239-245
Rossana Villegas, Patricia Nava, Axel Vazquez
Dog Breed Identification with a Neural Network over Learned Representations from The Xception CNN Architecture 246-251
Kaitlyn Mulligan, Pablo Rivas
Deep Neural Networks for Online Game Bot Detection 252-258
Woei-Jiunn Tsaur, Chinyang Henry Tseng, Chin-Ling Chen
Deep Neural Network Representations for Song Audio Matching and Recommendation 259-262
Brandon Litwin, Pablo Rivas
Optimizing E-Commerce Product Classification Using Transfer Learning 263-269
Rashmeet Kaur Khanuja
Big Data Analytics-based Urban Traffic Prediction using Deep Learning in ITS 270-273
Khac-Hoai Nam Bui, Hongsuk Yi, Heejin Jung, Jinseok Seo

ARTIFICIAL INTELLIGENCE AND APPLICATIONS IN SECURITY

Deep Autoencoder Neural Networks for Detecting Lateral Movement in Computer Networks 277-283
Ronald Holt, Spencer Aubrey, Auston DeVille, William Haight, Todd Gary, Qingguo Wang
Fighting Crime with Artificial Intelligence (AI) 284-290
Austin Leehealey, Arvind Chigurula
Scoring Method for Detecting Potential Insider Threat based on Suspicious User Behavior using Endpoint Logs 291-297
Shota Fujii, Ichiro Kurima, Yoshiaki Isobe
Is Artificial Intelligence Creating an Artificial Sense of Cybersecurity? 298-301
Arij Alfaidi, Edward Chow

ARTIFICIAL INTELLIGENCE, OPTIMIZATION, DATA MINING, AND NOVEL APPLICATIONS

Towards a Twitter-Based Prediction Tool for Digital Currency 305-311
Mason McCoy, Shahram Rahimi
Persisting Trust In Untrusted Varying Resilient City Context 312-318
Muhammed Akif Agca, Djamel Khadraoui, Sebastien Faye
Method of Adding Image-Concepts and Attributes for Concept-Base 319-322
Misako Imono, Seiji Tsuchiya, Hirokazu Watabe
A Data Mining Approach for Sepsis Validation 323-329
Venkata Mayukha Cheekati, Bhargav Pingle, Ahmad Y. Javaid
Light Weight Generation of Dispatching Rules for Large-scale Job Shop Scheduling 330-333
Erich C. Teppan
Development of a Virtual Assistant 334-340
He Wang, Mehdi R. Zargham, Jiaying Chen, Jie Cheng
Deployment and Hyper-Parameter Optimization of Chatbots 341-344
Michael Read, Pablo Rivas
Path Finding and Joining for Truck Platoons 345-351
Reem Saad Alshiddi, Henry Hexmoor
Finding Time Series Breakpoints with Fully Connected Neural Networks 352-357
Amy Pitts, Pablo Rivas
Recent Approaches in Prognostics: State of the Art 358-365
Mohan Sri Krishna Kopuru, Shahram Rahimi, Kourosh Teimouri Baghaei
A Bayesian Model for Emerging Entrepreneurs to Adapt to Open Data for Growth 366-372
Barnabas Ndlovu Gatsheni
Query-based Learning Method for Query Routing in Unstructured P2P Systems 373-378
Abdulrahman Alshdadi
A Bayesian Model for Combating Poaching of Wild Life in the Kruger National Park 379-384
Barnabas Ndlovu Gatsheni

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

Evolutionary Algorithms For Multimodal and Multi-objective Problems: A Historical Analysis of the Literature 387-393
Ruben Martinez, Julio Puche, Borja Ponte, Raul Pino, David de la Fuente
Blockchain and Smart Contracts: Uses and Challenges 394-398
Simon Fernandez-Vazquez, Rafael Rosillo, David De La Fuente, Paolo Priore, Francisco Javier Puente Garcia
Auctions In The Metal Sector With Metaheuristics 399-402
Alberto Gomez, Isabel Fernandez, Jose Parreno, Nazario Garcia
Some Considerations on the use of AI Techniques for Prediction and Forecasting in Political Elections and Stock Market 403-407
Antonio Lorenzo, Jose A. Olivas

POSTER PAPERS AND EXTENDED ABSTRACTS

Judging Emotion from EEGs Using Word2vec 411-412
Seiji Tsuchiya, Misako Imono, Hirokazu Watabe
Construction of Co-Occurrence Link Concept-Base using Japanese Wikipedia 413-414
Hirokazu Watabe, Misako Imono, Seiji Tsuchiya

 


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