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SESSION: REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES |
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Clustering and Prediction of Solar Radiation Daily Patterns |
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3 | (7) |
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Merging Event Logs for Process Mining with Hybrid Artificial Immune Algorithm |
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10 | (7) |
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Forecasting Movements in Oil Spot Prices using Data Mining Methods |
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17 | (7) |
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Inter-correlative Histogram Feature and Dimension Reduction for Content Based Multimedia Retrieval |
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24 | (7) |
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P. Suresh Varma Penshulal |
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Detecting Mass Emergency Events on Social Media: One Classification Problem or Many? |
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31 | (7) |
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An Application of Data Mining in Energy Industry |
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38 | (2) |
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Zonification of Heavy Traffic in Mexico City |
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40 | (4) |
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Song Genre Classification via Lyric Text Mining |
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44 | (6) |
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Using Machine Learning Algorithms to Improve the Prediction Accuracy in Disease Identification: An Empirical Example |
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50 | (4) |
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Random Under-Sampling Ensemble Methods for Highly Imbalanced Rare Disease Classification |
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54 | (7) |
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SESSION: DATA SCIENCE AND DATA SERVICES |
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DL4MD: A Deep Learning Framework for Intelligent Malware Detection |
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61 | (7) |
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Skill Identification Using Time Series Data Mining |
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68 | (5) |
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Internet of Things Technologies to Rationalize the Data Acquisition in Industrial Asset Management |
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73 | (7) |
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Efficient Algorithms for Mining DNA Sequences |
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80 | (6) |
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Approximation Algorithms for D-hop Dominating Set Problem |
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86 | (6) |
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Self-Organizing Map Convergence |
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92 | (7) |
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A Probabilistic Logic-based Approach for Subjective Interestingness Analysis |
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99 | (7) |
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Jose Carlos Ferreira da Rocha |
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Alaine Margarete Guimaraes |
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A Hybrid Weighted Nearest Neighbor Approach to Mine Imbalanced Data |
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106 | (5) |
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Best Practices in Measurements for Asset Characterization in Complex Engineering Systems |
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111 | (7) |
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Strategies for Distributed Curation of Social Media Data for Safety and Pharmacovigilance |
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118 | (7) |
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Gene Selection from Microarray Data for Age-related Macular Degeneration by Data Mining |
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125 | (8) |
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SESSION: SEGMENTATION, CLUSTERING, ASSOCIATION + WEB / TEXT / MULTIMEDIA MINING + SOFTWARE |
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String Vector Based AHC as Approach to Word Clustering |
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133 | (6) |
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Integrating Sequential Pattern Mining Techniques and Support Vector Machines for Sequence Classification |
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139 | (7) |
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Common Sense Knowledge, Ontology and Text Mining for Implicit Requirements |
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146 | (7) |
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KDPMEL: A Knowledge Discovery Process Modeling and Enacting Language |
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153 | (8) |
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Detecting Change in News Feeds Using a Context Based Graph |
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161 | (7) |
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PCSE-KDD: A Process-Centered Support Environment for the Knowledge Discovery Processes |
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168 | (8) |
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Robust Speaker Recognition in the Presence of Speech Coding Distortion for Remote Access Applications |
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176 | (11) |
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SESSION: REGRESSION AND CLASSIFICATION |
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A Cross-Validation Method for Linear Regression Model Selection |
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187 | (7) |
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Convolutional Neural Net and Bearing Fault Analysis |
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194 | (7) |
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Bayesian Learning of Clique Tree Structure |
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201 | (7) |
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Mixtures of Polynomials for Regression Problems |
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208 | (7) |
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Predictive Modeling for Student Retention at St. Cloud State University |
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215 | (7) |
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The Generalized Shortest Path Kernel for Classifying Cluster Graphs |
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222 | (7) |
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229 | (7) |
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Named Entity Recognition in Affiliations of Biomedical Articles Using Statistics and HMM Classifiers |
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236 | (9) |
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Real-Time Classification of User Clicked News for Category Proportion Adjustable News Recommendation |
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245 | |
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