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Challenges in Data Mining and Big Data |
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Evolutionary Computation and Big Data: Key Challenges and Future Directions |
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3 | (12) |
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Prospects and Challenges in Online Data Mining: Experiences of Three-Year Labour Market Monitoring Project |
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15 | (12) |
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Enhance AdaBoost Algorithm by Integrating LDA Topic Model |
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27 | (11) |
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An Improved Algorithm for MicroRNA Profiling from Next Generation Sequencing Data |
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38 | (10) |
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Utilising the Cross Industry Standard Process for Data Mining to Reduce Uncertainty in the Measurement and Verification of Energy Savings |
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48 | (11) |
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Implementing Majority Voting Rule to Classify Corporate Value Based on Environmental Efforts |
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59 | (8) |
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Model Proposal of Knowledge Management for Technology Based Companies |
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67 | (10) |
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Jorge Leonardo Puentes Morantes |
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Nancy Yurani Ortiz Guevara |
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Jose Ignacio Rodriguez Molano |
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Oracle and Vertica for Frequent Itemset Mining |
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77 | (9) |
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Reconstructing Positive Surveys from Negative Surveys with Background Knowledge |
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86 | (17) |
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Application of the Spatial Data Mining Methodology and Gamification for the Optimisation of Solving the Transport Issues of the "Varsovian Mordor" |
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103 | (12) |
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A Geo-Social Data Model for Moving Objects |
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115 | (8) |
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Optimization on Arrangement of Precaution Areas Serving for Ships' Routeing in the Taiwan Strait Based on Massive AIS Data |
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123 | (14) |
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Bulk Price Forecasting Using Spark over NSE Data Set |
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137 | (10) |
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Nithin Chekravarthi Vasireddy |
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Viswa Teja Naveen Pedamallu |
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Prediction and Survival Analysis of Patients After Liver Transplantation Using RBF Networks |
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147 | (9) |
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Link Prediction by Utilizing Correlations Between Link Types and Path Types in Heterogeneous Information Networks |
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156 | (9) |
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Advanced Predictive Methods of Artificial Intelligence in Intelligent Transport Systems |
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165 | (10) |
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Range Prediction Models for E-Vehicles in Urban Freight Logistics Based on Machine Learning |
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175 | (12) |
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Partitioning Based N-Gram Feature Selection for Malware Classification |
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187 | (9) |
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A Supervised Biclustering Optimization Model for Feature Selection in Biomedical Dataset Classification |
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196 | (9) |
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Term Space Partition Based Ensemble Feature Construction for Spam Detection |
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205 | (14) |
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Term Extraction from German Computer Science Textbooks |
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219 | (8) |
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An FW-DTSS Based Approach for News Page Information Extraction |
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227 | (8) |
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A Linear Regression Approach to Multi-criteria Recommender System |
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235 | (12) |
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Classification of Power Quality Disturbances Using Forest Algorithm |
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247 | (6) |
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A Sequential k-Nearest Neighbor Classification Approach for Data-Driven Fault Diagnosis Using Distance- and Density-Based Affinity Measures |
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253 | (9) |
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Gopala Krishnan Ramaswami |
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A Hybrid Model Combining SOMs with SVRs for Patent Quality Analysis and Classification |
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262 | (8) |
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Mining Best Strategy for Multi-view Classification |
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270 | (9) |
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Anomaly Pattern and Diagnosis |
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Detecting Variable Length Anomaly Patterns in Time Series Data |
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279 | (9) |
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Bigger Data Is Better for Molecular Diagnosis Tests Based on Decision Trees |
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288 | (8) |
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Waiting Time Screening in Diagnostic Medical Imaging -- A Case-Based View |
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296 | (15) |
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Data Visualization Analysis |
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Real-Time Data Analytics: An Algorithmic Perspective |
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311 | (10) |
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High-Dimensional Data Visualization Based on User Knowledge |
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321 | (9) |
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A Data Mining and Visual Analytics Perspective on Sustainability-Oriented Infrastructure Planning |
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330 | (12) |
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Visual Interactive Approach for Mining Twitter's Networks |
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342 | (11) |
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Key Indicators for Data Sharing -- In Relation with Digital Services |
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353 | (11) |
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Sheak Rashed Haider Noori |
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Efficient Probabilistic Methods for Proof of Possession in Clouds |
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364 | (9) |
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Cloud-Based Storage Model with Strong User Privacy Assurance |
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373 | (8) |
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The Role of Social Media in Innovation and Creativity: The Case of Chinese Social Media |
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381 | (10) |
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Malay Word Stemmer to Stem Standard and Slang Word Patterns on Social Media |
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391 | (10) |
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Two-Phase Computing Model for Chinese Microblog Sentimental Analysis |
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401 | (8) |
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Local Community Detection Based on Bridges Ideas |
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409 | (7) |
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Environment for Data Transfer Measurement |
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416 | (9) |
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Query Optimization and Processing Algorithm |
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Ant Colony-Based Approach for Query Optimization |
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425 | (9) |
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A Range Query Processing Algorithm Hiding Data Access Patterns in Outsourced Database Environment |
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434 | (15) |
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Big Data Tools: Haddop, MongoDB and Weka |
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449 | (8) |
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Paula Catalina Jaraba Navas |
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Yesid Camilo Guacaneme Parra |
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Jose Ignacio Rodriguez Molano |
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Big Data Meaning in the Architecture of IoT for Smart Cities |
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457 | (9) |
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Christian David Gomez Romero |
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July Katherine Diaz Barriga |
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Jose Ignacio Rodriguez Molano |
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Linear TV Recommender Through Big Data |
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466 | (9) |
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Data Models in NoSQL Databases for Big Data Contexts |
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475 | (11) |
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Probabilistic Mining in Large Transaction Databases |
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486 | (11) |
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Computational Aspects of Pattern Recognition and Computer Vision |
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A First Attempt on Online Data Stream Classifier Using Context |
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497 | (8) |
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An Effective Semi-analytic Algorithm for Solving Helmholtz Equation in 1-D |
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505 | (8) |
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Ensemble of One-Dimensional Classifiers for Hyperspectral Image Analysis |
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513 | (8) |
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Industrial Internet of Things: An Architecture Prototype for Monitoring in Confined Spaces Using a Raspberry Pi |
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521 | (8) |
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Jose Ignacio Rodriguez Molano |
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Javier Felipe Moncada Sanchez |
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Efficient Multidimensional Pattern Recognition in Kernel Tensor Subspaces |
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529 | (9) |
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Fingerprint Reference Point Detection Based on High Curvature Points |
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538 | (10) |
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Study of the Harmonic Distortion (THD) and Power Factor Oriented to the Luminaries Used in the Traffic Light System of Bogota City, Colombia |
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548 | (9) |
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Carlos Andres Parra Martinez |
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Hugo Alejandro Serrato Vanegas |
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Jose Ignacio Rodriguez Molano |
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Extraction of Dynamic Nonnegative Features from Multidimensional Nonstationary Signals |
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557 | (10) |
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| Author Index |
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567 | |
Lisainfo e-raamatute kohta