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1. DMBD 2016: Bali, Indonesia
- Ying Tan, Yuhui Shi:
Data Mining and Big Data, First International Conference, DMBD 2016, Bali, Indonesia, June 25-30, 2016. Proceedings. Lecture Notes in Computer Science 9714, Springer 2016, ISBN 978-3-319-40972-6 - Shi Cheng, Bin Liu
, Yuhui Shi, Yaochu Jin
Evolutionary Computation and Big Data: Key Challenges and Future Directions. 3-14 - Maxim Bakaev
Prospects and Challenges in Online Data Mining. 15-23 - Fangyu Gai, Zhiqiang Li, Xinwen Jiang, Hongchen Guo:
Enhance AdaBoost Algorithm by Integrating LDA Topic Model. 27-37 - A. Salim, Amjesh R., Vinod S. S. Chandra
An Improved Algorithm for MicroRNA Profiling from Next Generation Sequencing Data. 38-47 - Colm V. Gallagher
Utilising the Cross Industry Standard Process for Data Mining to Reduce Uncertainty in the Measurement and Verification of Energy Savings. 48-58 - Ratna Hidayati, Katsutoshi Kanamori, Ling Feng, Hayato Ohwada:
Implementing Majority Voting Rule to Classify Corporate Value Based on Environmental Efforts. 59-66 - Jorge Leonardo Puentes Morantes, Nancy Yurani Ortiz Guevara, José Ignacio Rodríguez Molano:
Model Proposal of Knowledge Management for Technology Based Companies. 67-74 - Hristo Kyurkchiev, Kalinka Kaloyanova:
Oracle and Vertica for Frequent Itemset Mining. 77-85 - Dongdong Zhao, Wenjian Luo, Lihua Yue:
Reconstructing Positive Surveys from Negative Surveys with Background Knowledge. 86-99 - Robert Olszewski
Application of the Spatial Data Mining Methodology and Gamification for the Optimisation of Solving the Transport Issues of the "Varsovian Mordor". 103-114 - Hengcai Zhang
A Geo-Social Data Model for Moving Objects. 115-122 - Jinhai Chen
Optimization on Arrangement of Precaution Areas Serving for Ships' Routeing in the Taiwan Strait Based on Massive AIS Data. 123-133 - Vijay Krishna Menon
Bulk Price Forecasting Using Spark over NSE Data Set. 137-146 - C. G. Raji
Prediction and Survival Analysis of Patients After Liver Transplantation Using RBF Networks. 147-155 - Hyun Ji Jeong, Kim Taeyeon, Myoung-Ho Kim:
Link Prediction by Utilizing Correlations Between Link Types and Path Types in Heterogeneous Information Networks. 156-164 - Viliam Lendel, Lucia Pancikova, Lukas Falat
Advanced Predictive Methods of Artificial Intelligence in Intelligent Transport Systems. 165-174 - Johannes Kretzschmar, Kai Gebhardt, Christoph Theiß, Volkmar Schau:
Range Prediction Models for E-Vehicles in Urban Freight Logistics Based on Machine Learning. 175-184 - Weiwei Hu, Ying Tan
Partitioning Based N-Gram Feature Selection for Malware Classification. 187-195 - Saziye Deniz Oguz Arikan, Cem Iyigun:
A Supervised Biclustering Optimization Model for Feature Selection in Biomedical Dataset Classification. 196-204 - Guyue Mi, Yang Gao, Ying Tan
Term Space Partition Based Ensemble Feature Construction for Spam Detection. 205-216 - Kevin Möhlmann, Jörn Syrbe:
Term Extraction from German Computer Science Textbooks. 219-226 - Leiming Ma, Zhengyou Xia:
An FW-DTSS Based Approach for News Page Information Extraction. 227-234 - Tanisha Jhalani, Vibhor Kant, Pragya Dwivedi
A Linear Regression Approach to Multi-criteria Recommender System. 235-243 - Fábbio A. S. Borges, Ivan Nunes da Silva
Classification of Power Quality Disturbances Using Forest Algorithm. 247-252 - Myeongsu Kang, Gopala Krishnan Ramaswami, Melinda Hodkiewicz
A Sequential k-Nearest Neighbor Classification Approach for Data-Driven Fault Diagnosis Using Distance- and Density-Based Affinity Measures. 253-261 - Pei-Chann Chang, Jheng-Long Wu, Cheng-Chin Tsao, Chin-Yuan Fan
A Hybrid Model Combining SOMs with SVRs for Patent Quality Analysis and Classification. 262-269 - Jing Peng, Alex J. Aved
Mining Best Strategy for Multi-view Classification. 270-275 - Ngo Duy Khanh Vy, Duong Tuan Anh:
Detecting Variable Length Anomaly Patterns in Time Series Data. 279-287 - Alexandru G. Floares
Bigger Data Is Better for Molecular Diagnosis Tests Based on Decision Trees. 288-295 - Marisa Esteves
Waiting Time Screening in Diagnostic Medical Imaging - A Case-Based View. 296-308 - Sarwar Jahan Morshed, Juwel Rana, Marcelo Milrad
Real-Time Data Analytics: An Algorithmic Perspective. 311-320 - Qiaolian Liu, Jianfei Zhao, Naiwang Guo, Ding Xiao, Chuan Shi:
High-Dimensional Data Visualization Based on User Knowledge. 321-329 - Dimitri N. Mavris
A Data Mining and Visual Analytics Perspective on Sustainability-Oriented Infrastructure Planning. 330-341 - Youcef Abdelsadek
Visual Interactive Approach for Mining Twitter's Networks. 342-349 - Sheak Rashed Haider Noori, Md. Kamrul Hossain
Key Indicators for Data Sharing - In Relation with Digital Services. 353-363 - Lukasz Krzywiecki
Efficient Probabilistic Methods for Proof of Possession in Clouds. 364-372 - Amir Rezapour, Wei Wu, Hung-Min Sun:
Cloud-Based Storage Model with Strong User Privacy Assurance. 373-378 - Jiwat Ram, Siqi Liu, Andy Koronois:
The Role of Social Media in Innovation and Creativity: The Case of Chinese Social Media. 381-390 - Mohamad Nizam Kassim, Mohd Aizaini Maarof, Anazida Zainal, Amirudin Abdul Wahab:
Malay Word Stemmer to Stem Standard and Slang Word Patterns on Social Media. 391-400 - Jianyong Duan, Chao Wang, Mei Zhang, Hui Liu:
Two-Phase Computing Model for Chinese Microblog Sentimental Analysis. 401-408 - Xia Zhang, Zhengyou Xia, Jiandong Wang:
Local Community Detection Based on Bridges Ideas. 409-415 - Sergey Khoruzhnikov, Vladimir Grudinin
Environment for Data Transfer Measurement. 416-421 - Hany A. Hanafy, Ahmed M. Gadallah
Ant Colony-Based Approach for Query Optimization. 425-433 - Hyeong-Il Kim, Hyeong-Jin Kim, Jae-Woo Chang:
A Range Query Processing Algorithm Hiding Data Access Patterns in Outsourced Database Environment. 434-446 - Paula Catalina Jaraba Navas, Yesid Camilo Guacaneme Parra, José Ignacio Rodríguez Molano:
Big Data Tools: Haddop, MongoDB and Weka. 449-456 - Christian David Gómez Romero, July Katherine Díaz Barriga, José Ignacio Rodríguez Molano:
Big Data Meaning in the Architecture of IoT for Smart Cities. 457-465 - Mikhail A. Baklanov
Linear TV Recommender Through Big Data. 466-474 - Maribel Yasmina Santos
Data Models in NoSQL Databases for Big Data Contexts. 475-485 - Hareendran S. Anand, S. S. Vinod Chandra
Probabilistic Mining in Large Transaction Databases. 486-494 - Michal Wozniak
A First Attempt on Online Data Stream Classifier Using Context. 497-504 - Chunhui Zhu, Lijun Liu, Yanhui Liu, Zhen Yu:
An Effective Semi-analytic Algorithm for Solving Helmholtz Equation in 1-D. 505-512 - Pawel Ksieniewicz
Ensemble of One-Dimensional Classifiers for Hyperspectral Image Analysis. 513-520 - José Ignacio Rodríguez Molano, Víctor Hugo Medina García
Industrial Internet of Things: An Architecture Prototype for Monitoring in Confined Spaces Using a Raspberry Pi. 521-528 - Boguslaw Cyganek, Michal Wozniak
Efficient Multidimensional Pattern Recognition in Kernel Tensor Subspaces. 529-537 - Krzysztof Wrobel
Fingerprint Reference Point Detection Based on High Curvature Points. 538-547 - Carlos Andres Parra Martinez, Hugo Alejandro Serrato Vanegas, José Ignacio Rodríguez Molano:
Study of the Harmonic Distortion (THD) and Power Factor Oriented to the Luminaries Used in the Traffic Light System of Bogotá City, Colombia. 548-556 - Rafal Zdunek, Michalina Kotyla
Extraction of Dynamic Nonnegative Features from Multidimensional Nonstationary Signals. 557-566
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