Proceedings of the 2018 International Conference on Data Science

ICDATA'18 Author Index

Editor(s): Robert Stahlbock, Gary M. Weiss, Mahmoud Abou-Nasr
ISBN: 1-60132-481-2 | Copyright © 2018 CSREA Press | United States of America



Abbey, Ralph
High-Performance Support Vector Machines and Its Applications

Abed, Khalid
Predictive Hybrid Machine Learning Model for Network Intrusion Detection  
Acceleration of Python Artificial Neural Network in a High Performance Computing Cluster Environment


Abuomar, Osama
A Multivariate Linear Regression Analysis of In Vitro Testing Conditions and Brain Biomechanical Response under Shear Loads

Adly, Noha
A Platform For Sentiment Analysis on Arabic Social Media

Al Iqbal, Md Ridwan
A Generalized Method for Fault Detection and Diagnosis in SCADA Sensor Data via Classification with Uncertain Labels

Al Sadig, Ibrahim
Modelling Radon Variability in Qatar: Challenges & Opportunities

Al-Sinayyid, Ali
Maximizing the Processing Rate for Streaming Applications in Apache Storm

Alareqi, Ebrahim
Predictive Hybrid Machine Learning Model for Network Intrusion Detection  
Acceleration of Python Artificial Neural Network in a High Performance Computing Cluster Environment


Alibadi, Zaid
To Read or to Do? That is the Task

Banerjee, Anurag
Yet Another Weighting Scheme for Collaborative Filtering Towards Effective Movie Recommendation

Basu, Tanmay
Effective Grouping of Unlabelled Texts using A New Similarity Measure for Spectral Clustering  
An Effective Nearest Neighbor Classification Technique Using Medoid Based Weighting Scheme
 
Yet Another Weighting Scheme for Collaborative Filtering Towards Effective Movie Recommendation
 
Towards Developing Effective Machine Learning Frameworks to Identify Toxic Conversations Over Social Media


Bennett, Kristin P.
A Generalized Method for Fault Detection and Diagnosis in SCADA Sensor Data via Classification with Uncertain Labels

Bhagat, Urvish
Analyzing Inventory Data Using K-Means Clustering

Bou Abdo, Jacques
Organizations's Investment in Cloud Computing: Designing a Decision Support Platform

Bouguelia, Mohamed-Rafik
On Monitoring Heat-pumps with a Group-based Conformal Aomaly Detection Approach

Bounfour, Ahmed
Organizations's Investment in Cloud Computing: Designing a Decision Support Platform

Bravo-Grajales, Emilio
Traffic Jam Direction Field Clustering

Breard, Gregory
Evaluating Self-Organizing Map Quality Measures as Convergence Criteria

Breton-Tenorio, Louis
Traffic Jam Direction Field Clustering

Byttner, Stefan
On Monitoring Heat-pumps with a Group-based Conformal Aomaly Detection Approach

Cai, Yihan
Stay Point Analysis in Automatic Identification System Trajectory Data

Castro-Lopez, Oscar
ML2ESC: A Source Code Generator to Embed Machine Learning Models in Production Environments

Cheong, Michelle LF
Customer Level Predictive Modeling for Accounts Receivable to Reduce Intervention Actions

Chiu, Chun Pang
Tuning the Layers of Neural Networks for Robust Generalization

Crawford, Folly
A Multivariate Linear Regression Analysis of In Vitro Testing Conditions and Brain Biomechanical Response under Shear Loads

Das , Sourangshu
Sentiment Probing of Social Media Data using Various Supervised Learners

de Groof, Richard
Mining Significant Terminologies in Online Social Media Using Parallelized LDA for the Promotion of Cultural Products

De Weerdt, Jochen
Dyn2Vec: Exploiting Dynamic Behaviour using Difference Networks-based Node Embeddings for Classification

Eberle, William
Credit Default Mining using Combined Machine Learning and Heuristic Approach  
Anomaly Detection of Elderly Patient Activities in Smart Homes using a Graph-Based Approach


Elshobaky, Sara
A Platform For Sentiment Analysis on Arabic Social Media

Fadairo, Opeyemi
An Interactive Data Analytics System for Employment Acceptance Recommendation

Farouq, Shiraz
On Monitoring Heat-pumps with a Group-based Conformal Aomaly Detection Approach

Fisher, Jennifer
A Multivariate Linear Regression Analysis of In Vitro Testing Conditions and Brain Biomechanical Response under Shear Loads

Ghafoor, Sheikh Khaled
Credit Default Mining using Combined Machine Learning and Heuristic Approach  
FAWCA: A Flexible-greedy Approach to find Well-tuned CNN Architecture for Image Recognition Problem


Graves, Jeffrey A.
Finding a Balance Between Interestingness and Diversity in Sequential Pattern Mining

Griffin, Joshua
High-Performance Support Vector Machines and Its Applications

Hamel, Lutz
Evaluating Self-Organizing Map Quality Measures as Convergence Criteria

Harry, Emi N.
Assessment of Minorities Access to Finance

Hassona, Rifaat
Modelling Radon Variability in Qatar: Challenges & Opportunities

He, Taiping
High-Performance Support Vector Machines and Its Applications

Holder , Lawrence B.
Anomaly Detection of Elderly Patient Activities in Smart Homes using a Graph-Based Approach

Hossain, Md Mosharaf
FAWCA: A Flexible-greedy Approach to find Well-tuned CNN Architecture for Image Recognition Problem

Islam, Sheikh Rabiul
Credit Default Mining using Combined Machine Learning and Heuristic Approach

Ji, Qiang
A Generalized Method for Fault Detection and Diagnosis in SCADA Sensor Data via Classification with Uncertain Labels

Jimenez Rodriguez, Leonardo
Modeling Topics on Open Source Apache Spark Repositories

Johansson, Ulf
Venn Predictors Using Lazy Learners

Kamareddine, Fairouz
Recursion Identify Algorithm for Gender Prediction with Chinese Names

Kannan, Ramakrishnan
FAWCA: A Flexible-greedy Approach to find Well-tuned CNN Architecture for Image Recognition Problem

Kaur, Manpreet
An Interactive Data Analytics System for Employment Acceptance Recommendation

Kechadi, Tahar
Analysis of EHR Free-text Data with Supervised Deep Neural Networks

Keles, Ozgur
Machine Learning Models for Predicting Fracture Strength of Porous Ceramics and Glasses

Kim, Tae Hun
Multi-label Classification of Single and Clustered Cervical Cells Using Deep Convolutional Networks

Kuang, Jilong
Modeling Topics on Open Source Apache Spark Repositories

Kuko, Mohammed
Multi-label Classification of Single and Clustered Cervical Cells Using Deep Convolutional Networks

Kwon, Melanie
Multi-label Classification of Single and Clustered Cervical Cells Using Deep Convolutional Networks

Lacher, Lisa L.
SwiftVis2: Plotting with Spark using Scala

Lai, Xian
RNN as a Multivariate Arrival Process Model: Modeling and Predicting Taxi Trips

Le, Hung
Analyzing Inventory Data Using K-Means Clustering

Lewis, Mark C.
SwiftVis2: Plotting with Spark using Scala

Li, Longzhuang
Improvement of the Firefly-based K-means Clustering Algorithm

Liu, Chunyu
Open-Source Neural Network and Wavelet Transform Tools for Server Log Analysis

Liu, Raymond
Mining Significant Terminologies in Online Social Media Using Parallelized LDA for the Promotion of Cultural Products

Lofstrom, Tuwe
Venn Predictors Using Lazy Learners

Luo, Bin
Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment

Magumba, Mark Abraham
Message Classification for Generalized Disease Incidence Detection with Topologically Derived Concept Embeddings

Majhi, Umakanta
Big Data Security Analytics: Key Challenges

Majumder, Ritam
Towards Developing Effective Machine Learning Frameworks to Identify Toxic Conversations Over Social Media

Makki, S. Kami
Sentiment Probing of Social Media Data using Various Supervised Learners

Martin, Sue Ellen
Multi-label Classification of Single and Clustered Cervical Cells Using Deep Convolutional Networks

Martin, Vanessa
Multi-label Classification of Single and Clustered Cervical Cells Using Deep Convolutional Networks

Martinez-Lopez, Luis A.
Predicting Epileptic Seizures using Dimensionality Reduction Techniques

Martinez-Perez, Daniel A.
Predicting Epileptic Seizures using Dimensionality Reduction Techniques

McGuire, Michael P.
Analysis of Tornado Environments using Convolutional Neural Networks

Mitrovic, Sandra
Dyn2Vec: Exploiting Dynamic Behaviour using Difference Networks-based Node Embeddings for Classification

Mohanty, Somya
Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment

Molina-Villegas, Alejandro
Traffic Jam Direction Field Clustering

Moore, Todd W.
Analysis of Tornado Environments using Convolutional Neural Networks

Mukherjee , Avideep
An Effective Nearest Neighbor Classification Technique Using Medoid Based Weighting Scheme

Mwebaze, Ernest
Message Classification for Generalized Disease Incidence Detection with Topologically Derived Concept Embeddings

Mwitondi, Kassim
Modelling Radon Variability in Qatar: Challenges & Opportunities

Nabende, Peter
Message Classification for Generalized Disease Incidence Detection with Topologically Derived Concept Embeddings

Olatunbosun, David
An Interactive Data Analytics System for Employment Acceptance Recommendation

Patgiri, Ripon
Big Data Security Analytics: Key Challenges

Paudel, Ramesh
Anomaly Detection of Elderly Patient Activities in Smart Homes using a Graph-Based Approach

Pena Marmolejos, Jose M.
Implementing Data Mining Methods to Predict Diamond Prices

Perez-Espinosa, Adriana
Traffic Jam Direction Field Clustering

Pigman, Michael
Analyzing Inventory Data Using K-Means Clustering

Pourhomayoun, Mohammad
Multi-label Classification of Single and Clustered Cervical Cells Using Deep Convolutional Networks

Prabakar, Nagarajan
Effective Machine Learning Approach to Detect Groups of Fake Reviewers

Prabhu, Raj
A Multivariate Linear Regression Analysis of In Vitro Testing Conditions and Brain Biomechanical Response under Shear Loads

Quiroz-Fabian, Jose Luis
Traffic Jam Direction Field Clustering

Ravula, Premsagar
An Interactive Data Analytics System for Employment Acceptance Recommendation

Reyes-Cabello, Araceli Liliana
Traffic Jam Direction Field Clustering

Rosser, Christopher
Acceleration of Python Artificial Neural Network in a High Performance Computing Cluster Environment

Roy, Arnab
Effective Grouping of Unlabelled Texts using A New Similarity Measure for Spectral Clustering

Saidani, Najma
Organizations's Investment in Cloud Computing: Designing a Decision Support Platform

Shah, Tejash
Machine Learning Models for Predicting Fracture Strength of Porous Ceramics and Glasses

Shi, Wen
Customer Level Predictive Modeling for Accounts Receivable to Reduce Intervention Actions

Singh, Rina
Finding a Balance Between Interestingness and Diversity in Sequential Pattern Mining

Sirkeci-Mergen, Birsen
Machine Learning Models for Predicting Fracture Strength of Porous Ceramics and Glasses

Soni, Jayesh
Effective Machine Learning Approach to Detect Groups of Fake Reviewers

Sundell, Hakan
Venn Predictors Using Lazy Learners

Swaminathan, Saishruthi
Machine Learning Models for Predicting Fracture Strength of Porous Ceramics and Glasses

Talbert, Douglas A.
Finding a Balance Between Interestingness and Diversity in Sequential Pattern Mining  
FAWCA: A Flexible-greedy Approach to find Well-tuned CNN Architecture for Image Recognition Problem


Taylor, Charles
Modelling Radon Variability in Qatar: Challenges & Opportunities

Thompson, Maxfield
Analyzing Inventory Data Using K-Means Clustering

Tian, Menghan
Stay Point Analysis in Automatic Identification System Trajectory Data

Vega-Lopez, Ines F.
ML2ESC: A Source Code Generator to Embed Machine Learning Models in Production Environments

Vidal, Jose
To Read or to Do? That is the Task

Waitman, Lemuel R.
Finding a Balance Between Interestingness and Diversity in Sequential Pattern Mining

Wallace, Duncan
Analysis of EHR Free-text Data with Supervised Deep Neural Networks

Wang, Qingguo
Analyzing Inventory Data Using K-Means Clustering

Wang, Tao
High-Performance Support Vector Machines and Its Applications

Wang, Xiaoran
Modeling Topics on Open Source Apache Spark Repositories

Weiss, Gary
RNN as a Multivariate Arrival Process Model: Modeling and Predicting Taxi Trips  
Assessment of Minorities Access to Finance


Wong, Kwok Yee Michael
Tuning the Layers of Neural Networks for Robust Generalization

Wright, Anthony
Acceleration of Python Artificial Neural Network in a High Performance Computing Cluster Environment

Xu, Haiping
Mining Significant Terminologies in Online Social Media Using Parallelized LDA for the Promotion of Cultural Products

Yang, Weidong
Stay Point Analysis in Automatic Identification System Trajectory Data

Yousif, Adil
Modelling Radon Variability in Qatar: Challenges & Opportunities

Yu, Tong
Open-Source Neural Network and Wavelet Transform Tools for Server Log Analysis

Zhang, Jurui
Mining Significant Terminologies in Online Social Media Using Parallelized LDA for the Promotion of Cultural Products

Zhang, Qi
Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment

Zhang, Yi
Stay Point Analysis in Automatic Identification System Trajectory Data

Zhao, Hua
Recursion Identify Algorithm for Gender Prediction with Chinese Names

Zhao, Rui
A Generalized Method for Fault Detection and Diagnosis in SCADA Sensor Data via Classification with Uncertain Labels

Zhou, Lubo
Improvement of the Firefly-based K-means Clustering Algorithm

Zhu, Michelle
Maximizing the Processing Rate for Streaming Applications in Apache Storm



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