DATA MINING
1. Accelerated Continuous Conditional Random Fields For Load Forecasting.
2. Anonymizing Collections of Tree-Structured Data.
3. APP Relationship Calculation: An Iterative Process
4. Boosting Response Aware Model-Based Collaborative Filtering
5. CrowdOp : Query Optimization for Declarative Crowdsourcing Systems
6. Diffusion of “Following” Links in Microblogging Networks
7. Disease Inference from Health-Related Questions via Sparse Deep Learning
8. Dual Sentiment Analysis: Considering Two Sides of One Review
9. Efficient Enforcement of Action-Aware Purpose-Based Access Control within Relational
Database Management Systems
10. Efficient Similarity Join Based on Earth Mover’s Distance Using MapReduce
11. Fine-Grained Knowledge Sharing in Collaborative Environments
12. G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks
13. HyXAC: Hybrid XML Access Control Integrating View-Based and Query-Rewriting
Approaches.
14. Mining Partially-Ordered Sequential Rules Common to Multiple Sequences.
15. Overlapping Decomposition for Gaussian Graphical Modeling.
16. Practical Data Prediction for Real-World Wireless Sensor Networks.
17. Query Analytics over Probabilistic Databases with Unmerged Duplicates.
18. Removing DUST Using Multiple Alignment of Sequences.
19. Structure-Preserving Subgraph Query Services.
20. Translating Relational Queries into Spreadsheets.
21. A GeneralGeographical Probabilistic Factor Model for Point of Interest Recommendation
22. A Reconstruction Error Based Framework for Multi-Label and Multi-View Learning
23. A Similarity-Based Learning Algorithm Using Distance Transformation
24. A Unified Feature Selection Framework for Graph Embedding on High Dimensional
Data
25. A Unifying Framework of Mining Trajectory Patterns of Various Temporal Tightness
26. Aggregate Estimation in Hidden Databases with Checkbox Interfaces
27. An Iterative Map Reduce Based Frequent Sub graph Mining Algorithm
28. Authenticated Sub graph Similarity Search in Outsourced Graph Databases
29. Automatic Taxonomy Construction from Keywords via Scalable Bayesian Rose Trees
30. Breaking the Barrier to Transferring Link Information across Networks
31. Checking Chase Termination: Cyclicity Analysis and Rewriting Techniques
32. Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the
Word Alignment Model
33. Confidence Interval for F1 Measure of Algorithm Performance Based on Blocked 3_2
Cross-Validation
34. Context-Based Diversification for Keyword Queries Over XML Data
35. Cross-Language Learning from Bots and Users to Detect Vandalism on Wikipedia
36. Crowd sourcing Enumeration Queries :Estimators and Interfaces
37. Customizable Point-of-Interest Queries in Road Networks
38. Differentially Private Frequent Item set Mining via Transaction Splitting
39. Discovering Data Set Nature through Algorithmic Clustering Based on String
Compression
40. Discovering Urban Functional Zones Using Latent Activity Trajectories
41. Domain Invariant Transfer Kernel Learning
42. Efficient Algorithms for Mining the Concise and Lossless Representation of High Utility
Item sets
43. Efficient Notification of Meeting Points for Moving Groups via Independent Safe
Regions
44. Efficient Parallel Processing of Distance Join Queries Over Distributed Graphs
45. Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Networks
46. Fast All-Pairs Sim Rank Assessment on Large Graphs and Bipartite Domains
47. Fast Best-Effort Search on Graphs with Multiple Attributes
48. GD Cluster: A General Decentralized Clustering Algorithm
49. Heterogeneous Environment Aware Streaming Graph Partitioning
50. Improved Greedy Algorithms for Sparse Approximation of a Matrix in Terms of Another
Matrix
51. Improving Stability of Recommender Systems: A Meta-Algorithmic Approach
52. Indexing Earth Mover’s Distance over Network Metrics
53. In-Memory Big Data Management and Processing: A Survey
54. INSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation
55. k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data
56. Learning Balanced and Unbalanced Graphs via Low-Rank Coding
57. LINQ: A Framework for Location-Aware Indexing and Query Processing
58. Main-Memory Hash Joins on Modern Processor Architectures
59. Max-Margin Discriminant Projection via Data Augmentation
60. Multi category Crowd sourcing Accounting for Variable Task Difficulty, Worker Skill,
and Worker Intention
61. Nonlinear Metric Learning with Kernel Density Estimation
62. Non-Negative Matrix Factorization with Auxiliary Information on Overlapping Groups
63. On Summarization and Timeline Generation for Evolutionary Tweet Streams
64. Online and Non-Parametric Drift Detection Methods Based on Hoeffding’s Bounds
65. Parsimonious Topic Models with Salient Word Discovery
66. Pattern-based Topics for Document Modelling in Information Filtering
67. PAXQuery: Efficient Parallel Processing of Complex XQuery
68. Polarity Consistency Checking for Domain Independent Sentiment Dictionaries
69. Precision-Bounded Access Control Using Sliding-Window Query Views for PrivacyPreserving Data Streams
70. Probabilistic Convex Hull Queries over Uncertain Data
71. Probabilistic Range Query over Uncertain Moving Objects in Constrained TwoDimensional Space
72. Probabilistic Word Selection via Topic Modeling
73. Real-Time City-Scale Taxi Ridesharing
74. Relational Collaborative Topic Regression for Recommender Systems
75. Relevance Feature Discovery for Text Mining
76. Resampling-Based Ensemble Methods for Online Class Imbalance Learning
77. Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detection
78. Robust Model-Based Learning via Spatial-EM Algorithm
79. Scalable Classification of Repetitive Time Series Through Frequencies of Local
Polynomials
80. Scalable Distributed Processing of K Nearest Neighbor Queries over Moving Objects
81. SERIMI: Class-Based Matching for Instance Matching Across Heterogeneous Datasets
82. SociaLite: An Efficient Graph Query Language Based on Datalog
83. Sparsity Learning Formulations for Mining Time-Varying Data
84. Structured Learning from Heterogeneous Behavior for Social Identity Linkage
85. TASC :Topic-Adaptive Sentiment Classification on Dynamic Tweets
86. The Composite Data Model: A Unified Approach for Combining and Querying Multiple
Data Models
87. Top-k Similarity Join in Heterogeneous Information Networks
88. Trust Evolution: Modeling and Its Applications
89. Active Learning for Ranking through Expected Loss Optimization
90. Developing a Hybrid Intrusion Detection System Using Data Mining for Power Systems
91. Discovering Latent Semantics in Web Documents using Fuzzy Clustering
92. Diversifying Web Service Recommendation Results via Exploring Service Usage
History
93. Energy-Aware Web Browsing on Smartphones
94. ePeriodicity: Mining Event Periodicity from Incomplete Observations
95. Graph-Based Approaches for Over-Sampling in the Context of Ordinal
96. i2MapReduce: Incremental Map Reduce for Mining Evolving Big Data
97. Knowledge-Based Multitarget Ship Tracking for HF Surface Wave Radar Systems
98. Learning Balanced and Unbalanced Graphs via Low-Rank Coding
99. Data Mining Framework for Power Quality Event Characterization of Iron and Steel
Plants
100.
PPSGen: Learning-Based Presentation Slides Generation for Academic Papers
101.
Quality of Experience: User’s Perception about Web Services
102.
Real-Time Detection of Traffic From Twitter Stream Analysis
103.
Robust Laser Speckle Authentication System Through Data Mining Techniques
104.
Topological Transformation Approaches to Database Query Processing
105.
Using Semantic Web Technologies for Exploratory OLAP: A Survey
106.
Gathering Process Data in Low-Voltage Systems by Enhanced Event-Driven
Metering.