Data Mining Project List:

  1. Efficient Parameter Estimation for Information Retrieval using Black-box Optimization.
  2. A Correlation-based Feature Weighting Filter for Naive Bayes.
  3. DPPred: An Effective Prediction Framework with Concise Discriminative Patterns.
  4. Heterogeneous Information Network Embedding for Recommendation.
  5. A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining.
  6. SPIRIT: A Tree Kernel-based Method for Topic Person Interaction Detection.
  7. Personalized Travel Sequence Recommendation on Multi-Source Big Social Media.
  8. Cross-Domain Sentiment Classification Using Sentiment Sensitive Embedding.
  9. Mining Product Adopter Information from Online Reviews for Improving Product Recommendation.
  10. Resolving Multi-party Privacy Conflicts in Social Media.
  11. User-Service Rating Prediction by Exploring Social Users’ Rating Behaviors.
  12. Operation For Recommender Systems.
  13. A Bayesian Classification Approach Using Class-Specific Features for Text Categorization.
  14. A Parallel Patient Treatment Time Prediction Algorithm and Its Applications in Hospital.
  15. Facilitating Effective User Navigation through Website Structure Improvement.
  16. An Empirical Performance Evaluation of Relational Keyword Search Systems.
  17. Anomaly Detection via Online Oversampling Principal Component Analysis.
  18. Affinity Propagation Clustering Based on Message Passing.
  19. Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams.
  20. k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data .
  1. Supporting Privacy Protection in Personalized Web Search.
  2. Efficient Algorithms for mining High Utility Itemsets from Transactional Databases.
  3. Secure mining of association rules in horizontally distributed databases.
  4. A System to Filter Unwanted Messages from OSN User Walls.
  5. A Methodology for Direct and Indirect Discrimination Prevention in Data Mining.
  6. Latent Outlier Detection and low precision problem.
  7. Ensemble Clustering for Internet Security Applications.
  8. A Comprehensive Study on Willingness Maximization for Social Activity Planning with Quality Guarantee.
  9. A Probabilistic Approach to String Transformation.
  10. Automatic Clustering via Outward Statistical Testing on Density Metrics.
  11. Automatically Mining Facets for Queries from Their Search Results.
  12. Cross-Platform Identification of Anonymous Identical Users in Multiple Social Media Networks.
  13. Cyberbullying Detection based on Semantic-Enhanced Marginalized Denoising Auto-Encoder.
  14. Entropy Optimized Feature-based Bag-of-Words.
  15. Route-Saver: Leveraging Route APIs for Accurate and Efficient Query Processing at Location-Based Services.
  1. Mining User-Aware Rare Sequential Topic Patterns in Document Streams.
  2. Privacy-Preserving Outsourced Association Rule Mining on Vertically Partitioned Databases.
  3. Text Mining the Contributors to Rail Accidents.
  4. Top-Down XML Keyword Query Processing.
  5. Trust Agent-Based Behavior Induction in Social Networks.
  6. A New Dynamic Rule Activation Method for Extended Belief Rule-Based Systems.
  7. A Probabilistic Approach to String Transformation.
  8. A Scalable and Reliable Matching Service for Content-Based Publish Subscribe Systems.
  9. A Supermodularity-Based Differential Privacy Preserving Algorithm for Data Anonymization.
  10. Active Learning for Ranking through Expected Loss Optimization .
  11. Anonymizing Collections of Tree-Structured Data .
  12. Best Keyword Cover Search.
  13. Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model.
  14. Comparable Entity Ming using Comparative questions.
  15. Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings.
  1. Context-Based Diversification for Keyword Queries Over XML Data.
  2. Continuous and Transparent User Identity Verification for Secure Internet Services.
  3. Cost-Effective Authentic and Anonymous Data Sharing with Forward Security.
  4. Customizable Point-of-Interest Queries in Road Networks.
  5. Designing High Performance Web-Based Computing Services to Promote Telemedicine Database Management System.
  6. Discovery of Ranking Fraud for Mobile Apps.
  7. Efficient Filtering Algorithms for Location-Aware Publish/Subscribe .
  8. EMR A Scalable Graph-based Ranking Model.
  9. Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions .
  10. FOCS Fast Overlapped Community Search between communities are known to be denser than the non-overlapped regions of the communities .
  11. GFilter: A General Gram Filter for String Similarity Search .
  12. Incremental Detection of Inconsistencies in Distributed Data.
  13. Infrequent Weighted Itemset Mining Using Frequent Pattern Growth.
  14. Keyword Extraction and Clustering for Document Recommendation in Conversations Maryam Habibi and Andrei Popescu-Belis.
  15. k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data .
  1. Making Digital Artifacts on the Web Verifiable and Reliable .
  2. Malware Propagation in Large-Scale Networks.
  3. Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation.
  4. On Summarization and Timeline Generation.
  5. PAGE A Partition Aware Engine for Parallel Graph Computation.
  6. Personalized Recommendation Combining User Interest and Social Circle.
  7. Polarity Consistency Checking for Domain Independent Sentiment Dictionaries .
  8. Practical Data Prediction for Real-World.
  9. Privacy Policy Inference of User-Uploaded Images on Content Sharing Sites .
  10. Progressive Duplicate Detection .
  11. Query Aware Determinization of Uncertain Objects .
  12. Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detection.
  13. Review Selection Using Micro-Reviews .
  14. Route-Saver Leveraging Route APIs for Accurate and Efficient Query Processing at Location-Based Services .
  15. RRW—A Robust and Reversible Watermarking Technique for Relational Data .