| Session: Real-World Data Mining Applications, Challenges, And Perspectives + Machine Learning |
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Mining Significant Terminologies in Online Social Media Using Parallelized LDA for the Promotion of Cultural Products |
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3 | (7) |
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Richard de Groof Haiping Xu |
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Multi-label Classification of Single and Clustered Cervical Cells Using Deep Convolutional Networks |
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10 | (6) |
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Credit Default Mining using Combined Machine Learning and Heuristic Approach |
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16 | (7) |
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Customer Level Predictive Modeling for Accounts Receivable to Reduce Intervention Actions |
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23 | (7) |
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A Platform For Sentiment Analysis on Arabic Social Media |
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30 | (7) |
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Traffic Jam Direction Field Clustering |
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37 | (5) |
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Alejandro Molina-Villegas |
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Araceli Liliana Reyes-Cabello |
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Message Classification for Generalized Disease Incidence Detection with Topologically Derived Concept Embeddings |
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42 | (7) |
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Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment |
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49 | (7) |
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Analysis of Tornado Environments using Convolutional Neural Networks |
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56 | (7) |
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On Monitoring Heat-pumps with a Group-based Conformal Aomaly Detection Approach |
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63 | (7) |
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ML2ESC: A Source Code Generator to Embed Machine Learning Models in Production Environments |
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70 | (4) |
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Effective Machine Learning Approach to Detect Groups of Fake Reviewers |
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74 | (5) |
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Sentiment Probing of Social Media Data using Various Supervised Learners |
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79 | (7) |
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Evaluating Self-Organizing Map Quality Measures as Convergence Criteria |
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86 | (7) |
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SwiftVis2: Plotting with Spark using Scala |
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93 | (7) |
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Organizations's Investment in Cloud Computing: Designing a Decision Support Platform |
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100 | (5) |
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RNN as a Multivariate Arrival Process Model: Modeling and Predicting Taxi Trips |
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105 | (7) |
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Implementing Data Mining Methods to Predict Diamond Prices |
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112 | (5) |
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Analyzing Inventory Data Using K-Means Clustering |
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117 | (6) |
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Assessment of Minorities Access to Finance |
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123 | (7) |
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Open-Source Neural Network and Wavelet Transform Tools for Server Log Analysis |
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130 | (7) |
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Recursion Identify Algorithm for Gender Prediction with Chinese Names |
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137 | (6) |
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Maximizing the Processing Rate for Streaming Applications in Apache Storm |
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143 | (4) |
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Machine Learning Models for Predicting Fracture Strength of Porous Ceramics and Glasses |
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147 | (4) |
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Big Data Security Analytics: Key Challenges |
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151 | (6) |
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| Session: Clustering, Association + Web/Text/Multimedia Mining + Software |
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Improvement of the Firefly-based K-means Clustering Algorithm |
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157 | (6) |
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Anomaly Detection of Elderly Patient Activities in Smart Homes using a Graph-Based Approach |
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163 | (7) |
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Finding a Balance Between Interestingness and Diversity in Sequential Pattern Mining |
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170 | (7) |
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Modeling Topics on Open Source Apache Spark Repositories |
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177 | (4) |
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Leonardo Jimenez Rodriguez |
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Effective Grouping of Unlabelled Texts using A New Similarity Measure for Spectral Clustering |
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181 | (6) |
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| Session: Regression And Classification |
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High-Performance Support Vector Machines and Its Applications |
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187 | (7) |
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Dyn2Vec: Exploiting Dynamic Behaviour using Difference Networks-based Node Embeddings for Classification |
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194 | (7) |
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A Generalized Method for Fault Detection and Diagnosis in SCADA Sensor Data via Classification with Uncertain Labels |
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201 | (7) |
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Tuning the Layers of Neural Networks for Robust Generalization |
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208 | (6) |
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FAWCA: A Flexible-greedy Approach to find Well-tuned CNN Architecture for Image Recognition Problem |
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214 | (6) |
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Venn Predictors Using Lazy Learners |
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220 | (7) |
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A Multivariate Linear Regression Analysis of In Vitro Testing Conditions and Brain Biomechanical Response under Shear Loads |
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227 | (4) |
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An Effective Nearest Neighbor Classification Technique Using Medoid Based Weighting Scheme |
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231 | (6) |
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| Session: Poster Papers And Extended Abstracts |
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Yet Another Weighting Scheme for Collaborative Filtering Towards Effective Movie Recommendation |
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237 | (2) |
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Towards Developing Effective Machine Learning Frameworks to Identify Toxic Conversations Over Social Media |
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239 | (2) |
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An Interactive Data Analytics System for Employment Acceptance Recommendation |
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241 | (4) |
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| Session: Late Breaking Papers |
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Analysis of EHR Free-text Data with Supervised Deep Neural Networks |
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245 | (7) |
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Predicting Epileptic Seizures using Dimensionality Reduction Techniques |
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252 | (6) |
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Predictive Hybrid Machine Learning Model for Network Intrusion Detection |
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258 | (5) |
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Modelling Radon Variability in Qatar: Challenges & Opportunities |
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263 | (5) |
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Acceleration of Python Artificial Neural Network in a High Performance Computing Cluster Environment |
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268 | (5) |
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Stay Point Analysis in Automatic Identification System Trajectory Data |
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273 | (6) |
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To Read or to Do? That is the Task |
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279 | |
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