knowledge and data engineering project ideas

1. A communication Perspective on Automatic Text Categorization 2. The Tiled Bitmap Forensic Analysis Algorithm 3. SimilarityProfiled Temporal Association Mining 4. Publishing composition of atomicity equivalent service of the collaboration 5. Reducing Redundancy in Subspace Clustering 6. ViDE A VisionBased Approach for Deep Web Data Extraction 7. Clustering sequential pattern mining of online collaborative learning data 8. Mining nonderivable frequent item sets over data stream 9. Record Matching over Query Results from Multiple Web Databases 10. Hierarchical distributed peer to peer document cluster cluster summarizations 11. Bridging Domains Using World Wide Knowledge for Transfer Learning 12. IsoMap EnergyEfficient Contour Mapping in Wireless Sensor Networks 13. RiMOM: A Dynamic Multistrategy Ontology Alignment Framework 14. Automating the Design and Construction of Query Forms 15. A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems 16. Evaluating the Effectiveness of Personalized Web Search 17. Data Mining over peer to peer networks 18. Improving Personalization Solutions through Optimal Segmentation of Customer Bases 19. Optimization of Linear Recursive Queries in SQL 20. DomainDriven Data Mining: Challenges and Prospects 21. Filtering Data Streams for EntityBased Continuous Queries 22. The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift 23. The Emerging Field of Semantic Scientific Knowledge Integration 24. Exception Handling Patterns for Process Modeling 25. Predictive Ensemble Pruning by Expectation Propagation 26. Histograms and Wavelets on Probabilistic Data 27. Text document clustering based on neighbors 28. Closing the Loop in Webpage Understanding 29. Query Processing Using Distance Oracles for Spatial Networks 30. Efficient Skyline Computation in Structured PeertoPeer Systems 31. Spectral Anonymization of Data 32. Mining Predictive kCNF Expressions 33. LogicBased Pattern Discovery 34. Structural and RoleOriented Web Service Discovery with Taxonomies in OWLS 35. Predective Ensemble Pruning By Expecting Propagation 36. FiVaTech PageLevel Web Data Extraction from Template Pages 37. KnowledgeBased Interactive Postmining of Association Rules Using Ontologies 38. A DivideandConquer Approach for Minimum Spacing TreeBased Clustering 39. Incremental Maintenance of Hop Labeling of Large Graphs 40. Active Integrity Constraints for Database Consistency Maintenance 41. Multimodal Fusion for Video Search Reranking 42. Maintaining Recursive Views of Regions and Connectivity in Networks 43. Introduction to the DomainDriven Data Mining Special Section 44. Superseding Nearest Neighbor Search on Uncertain Spatial Databases 45. Mining Projected Clusters in HighDimensional Spaces 46. Purpose based access control for privacy protection in relational database systems 47. kAnonymity in the Presence of External Databases 48. Ranked Query Processing in Uncertain Databases 49. PAM An Efficient and PrivacyAware Monitoring Framework for Continuously Moving Objects 50. Parallelizing ItineraryBased KNN Query Processing in Wireless Sensor Networks 51. Learning to Adapt Web Information Extraction Knowledge and Discovering New Attributes via a Bayesian Approach 52. Predicting Missing items in Shopping Carts 53. Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data 54. Progressive Parametric Query Optimization 55. Projective Distribution of XQuery with Updates 56. Ranking and Suggestion Popular items 57. Incremental Evaluation of Visible Nearest Neighbor Queries 58. Signaling Potential Adverse Drug Reactions from Administrative Health Databases 59. Uninterpreted Schema Matching with Embedded Value Mapping under Opaque Column Names and Data Values 60. Kernel Discriminant Learning for Ordinal Regression 61. Patch alignment for Dimensionality Reduction 62. Performance Comparison of the Tree and the Quadtree for kNN and Distance Join Queries 63. FilterBased Data Partitioning for Training Multiple Classifier Systems 64. Communities and Emerging Semantics in Semantic Link Network 65. Towards an Effective XML Keyword Search 66. Probabilistic Topic Models for Learning Terminological Ontologies 67. PrivacyPreserving GradientDescent Methods 68. Dominant Local Binary Patterns for Texture Classification 69. Incremental and General Evaluation of Reverse Nearest Neighbors 70. IMine: Index Support for item Set Mining 71. Improved classification association rule mining 72. Prospective Infectious Disease Outbreak Detection Using Markov Switching Models 73. Approximate Distributed KMeans Clustering over a PeertoPeer NW 74. PP Reputation Management Using Distributed Identities and Decentralized Recommendation Chains 75. Discovery of Structural and Functional Features in RNA Pseudoknots 76. OptimalLocationSelection Query Processing in Spatial Databases 77. Presence without Complete World Knowledge 78. Optimization Techniques for Reactive NW Monitoring 79. Temporal Association Rule Mining Based On TAPRIORI Alogrithm And its Typical Application 80. Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval 81. Monitoring Online Tests through Data Visualization