|
SESSION: REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES |
|
|
|
The Need for Big Data Collection and Analysis to Support the Development of an Advanced Maintenance Strategy |
|
|
3 | (7) |
|
|
|
|
|
|
|
Financial Footnote Analysis: Developing a Text Mining Approach |
|
|
10 | (7) |
|
|
|
|
|
Product's Quality Prediction with Respect to Equipments Data |
|
|
17 | (7) |
|
|
|
|
|
|
|
|
|
|
|
eMaintenance Platform for Performing Data Fusion Mutation on Machine Tools |
|
|
24 | (7) |
|
|
|
|
|
|
|
Selecting a Classification Ensemble and Detecting Process Drift in an Evolving Data Stream |
|
|
31 | (6) |
|
Alejandro Heredia-Langner |
|
|
|
|
|
|
|
|
Reliability Evaluation of Underground Power Cables with Probabilistic Models |
|
|
37 | (7) |
|
|
|
|
|
|
|
Use of Social Networks Sites (SNSs) as A Collaborative Learning Technique: Survey Analysis and Mining Approach |
|
|
44 | (6) |
|
|
|
|
|
|
|
|
|
Wavelet-Coupled Machine Learning Methods for Drought Forecast Utilizing Hybrid Meteorological and Remotely-Sensed Data |
|
|
50 | (7) |
|
|
|
|
|
A Hierarchical Clustering Approach to Analyze Similarities between Sea Surface Temperature Patterns in the Caribbean |
|
|
57 | (5) |
|
|
|
Interactive Data Quality Assistance -- An Approach for Min(d)ing the Quality of Data |
|
|
62 | (5) |
|
|
|
|
|
SESSION: SEGMENTATION, CLUSTERING, ASSOCIATION + WEB / TEXT / MULTIMEDIA MINING + SOFTWARE |
|
|
|
AHC based Word Clustering considering Feature Similarity |
|
|
67 | (4) |
|
|
|
Extraction of Relevant Entities in Textual Documents. Modeling Intelligence Maps |
|
|
71 | (7) |
|
|
|
|
|
Graph-based Link Prediction in Cross-session Task Identification |
|
|
78 | (7) |
|
|
|
|
|
|
|
|
|
Learning Temporal Regression Models and Voronoi Tessellation for Job Offers Recommendation |
|
|
85 | (7) |
|
|
|
|
|
|
|
|
|
Using Text Mining of Amazon Reviews to Explore User-defined Product Highlights and Issues |
|
|
92 | (7) |
|
|
|
|
|
How Can We Measure the Similarity Between Resumes of Selected Candidates for a Job? |
|
|
99 | (8) |
|
Luis Adrian Cabrera-Diego |
|
|
|
|
|
|
Juan-Manuel Torres-Moreno |
|
|
|
|
A Language-Based and Process-Oriented Approach for Supporting the Knowledge Discovery Processes |
|
|
107 | (9) |
|
|
|
|
|
|
|
Exploiting Temporal Patterns of Hot Events in Weibo |
|
|
116 | (9) |
|
|
|
|
|
|
|
SESSION: REGRESSION AND CLASSIFICATION |
|
|
|
Efficient Classifier over Stream Sliding Window using Associative Classification |
|
|
125 | (7) |
|
Prasanna Lakshmi Kompalli |
|
|
Ramesh Kumar Reddy Cherku |
|
|
Identifying Causes of Neonatal Mortality from Observational Data: A Bayesian Network Approach |
|
|
132 | (7) |
|
|
|
|
|
|
|
|
|
|
|
Learning Decision Trees from Histogram Data |
|
|
139 | (7) |
|
|
|
|
|
|
|
Comparison Between Random Forest Algorithm and J48 Decision Trees Applied to the Classification of Power Quality Disturbances |
|
|
146 | (2) |
|
|
|
|
|
|
|
|
|
Modelling Ground-Level Ozone Concentration using Ensemble Learning Algorithms |
|
|
148 | (7) |
|
|
|
|
|
|
|
Automatic Detection Of Small Groups Of Persons, Influential Members, Relations And Hierarchy In Written Conversations Using Fuzzy Logic |
|
|
155 | (7) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
A Machine Learning Approach for Business Intelligence Analysis using Commercial Shipping Transaction Data |
|
|
162 | (9) |
|
|
|
|
|
|
|
|
|
|
|
|
|
SESSION: DATA MINING: LATE BREAKING PAPERS |
|
|
|
Supervised Machine Learning Approach for Gender Disambiguation from Unstructured (Text) Documents |
|
|
171 | (7) |
|
|
|
|
|
|
|
Scalable Mining of Frequent and Significant Sequential Patterns |
|
|
178 | (7) |
|
|
|
|
|
Raise Regression: Selection of the Raise Parameter |
|
|
185 | |
|
|
|
|
|
|
|
|
