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SESSION: REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES |
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Ensemble Learning for Predicting Multiple Sclerosis Disease Course |
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3 | (6) |
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Deep Convolutional Autoencoder for Recovering Defocused License Plates and Smudged Fingerprints |
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9 | (7) |
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Analysis Framework to Investigate Power-Failure Events and Their Causes |
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16 | (5) |
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Optimal Route Planning for Probabilistic Landscape Exploration |
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21 | (7) |
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Using Apple Store Dataset to Predict User Rating of Mobile Applications |
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28 | (6) |
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On Data Fusion Methodologies For Spontaneous and Solicited Safety Data Evaluation |
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34 | (5) |
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Statistical Assessment of Physicochemical Properties of Protein Tertiary Structure |
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39 | (7) |
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A Competing Values Approach to Business Intelligence |
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46 | (4) |
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Patterns of Human Mobility |
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50 | (6) |
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LK-Means Algorithm for Evaluation of the Behavior of University Students in Social Networks Related to Cyberbullying and Netiquetas Topics |
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56 | (7) |
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Cota Ortiz Maria de Guadalupe |
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Ojeda Cota Maria de Guadalupe |
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Which Grid Infrastructure Needs Utilities' Immediate Attention to Reduce the Risk of Power Outages? |
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63 | (7) |
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Police Precinct Optimization: Using Distance as an Evaluation Metric |
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70 | (4) |
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Personal Big Data Computing Platform for Deep Learning: Implementation and Performance Benchmark |
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74 | (4) |
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Using Tags and Comments to Understand Gender Difference in the Online Evaluation from RateMyProfessors.com |
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78 | (6) |
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Data Science and Security in Digital Governance Aspects and an Elastic Bus Transportation Scheme |
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84 | (9) |
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Application of Artificial Neural Network on Speech Signal Features for Parkinson's Disease Classification |
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93 | (7) |
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Fine-Tuning Naive Bayes for Imbalanced Datasets |
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100 | (6) |
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Identifying Classification Algorithms Most Suitable for Imbalanced Data |
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106 | (6) |
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A Random Under-sampled Deep Architecture with Medical Event Embedding: Highly Imbalanced Rare Disease Classification with EHR Data |
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112 | (7) |
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Analysis of Binary Classification Metrics Using Empirical Distributions of Prediction Scores |
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119 | (4) |
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Parameter Optimization of RBF Kernel SVM from miniCV |
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123 | (7) |
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A Prediction Model for Backpack Programs |
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130 | (7) |
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SESSION: CLUSTERING, ASSOCIATION + WEB / TEXT / MULTIMEDIA MINING |
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Consistency Constraints for Overlapping Data Clustering |
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137 | (7) |
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The Sequence Prediction Model of Latent Variable Conditional Random Fields |
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144 | (6) |
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A Neural-Encoded Mention-Hypergraph Model for Mention Recognition |
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150 | (7) |
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Twitter Streaming API Data Collection for Infrequent Keywords |
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157 | (7) |
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Feature Extraction through Deepwalk on Weighted Graph |
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164 | (7) |
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Graph based Version for Clustering Texts in Current Affair Domain |
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171 | (6) |
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SESSION: POSTER PAPERS AND EXTENDED ABSTRACTS |
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Apply Machine Learning to Detect and Diagnose Faults in Multi-Array PV Plants |
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177 | (2) |
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Prediction of Asset Price using News Corpus Data in a Time Series Analysis |
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179 | (2) |
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A Computer Model to Study Users' Information Behavior |
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181 | (3) |
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Breast Cancer Dataset Analytics |
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184 | (11) |
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SESSION: LATE BREAKING PAPERS: DATA SCIENCE AND DATA MINING |
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An Event Driven Sentiment Detection Method for Correlation Analysis of Bitcoin Market |
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195 | (6) |
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Cloud-based Big Data Platforms and Tools for Data Analytics in the Big Data Engineering Curriculum |
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201 | (6) |
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Data Quality Assessment and Problem Severity Assessment for Data Cleaning |
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207 | (4) |
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Measuring the Impact of Integrated Delivery Networks on Physicians' Prescribing Preference |
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211 | (4) |
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360 Degree Technology as a Gateway for Immersive Psychotherapy Applications: An Intelligent Patent Mining Analysis |
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215 | (4) |
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Usharani Hareesh Govindarajan |
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Predictive Modeling of an Unbalanced Binary Outcome in Food Insecurity Data |
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219 | |
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