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IEEE 2013 Final Year Projects | Data Mining

IEEE 2013  Final Year Projects :: Datamining – Titles & Abstracts


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IEEE Titles 2013 :: Datamining

ETPL DM-001 A Decentralized Privacy Preserving Reputation Protocol for the Malicious Adversarial Model
ETPL DM-002 A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data
ETPL DM-003 Mining User Queries with Markov Chains: Application to Online Image Retrieval
ETPL DM-004 Robust Perceptual Image Hashing Based on Ring Partition and NMF
ETPL DM-005 A System to Filter Unwanted Messages from OSN User Walls
ETPL DM-006 Infrequent Weighted Itemset Mining using Frequent Pattern Growth
ETPL DM-007 k-Pattern Set Mining under Constraints
ETPL DM-008 Anonymization of Centralized and Distributed Social Networks by Sequential
ETPL DM-009 A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models
ETPL DM-010 Automatic Semantic Content Extraction in Videos Using a Fuzzy Ontology and Rule-Based Model
ETPL DM-011 Clustering Sentence-Level Text Using a Novel Fuzzy Relational Clustering Algorithm
ETPL DM-012 Distributed Processing of Probabilistic Top-k Queries in Wireless Sensor Networks
ETPL DM-013 Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse
ETPL DM-014 Large Graph Analysis in the GMine System
ETPL DM-015 Maximum Likelihood Estimation from Uncertain Data in the Belief Function Framework
ETPL DM-016 Nonadaptive Mastermind Algorithms for String and Vector Databases, with Case Studies
ETPL DM-017 On the Recovery of R-Trees
ETPL DM-018 Ontology Matching: State of the Art and Future Challenges
ETPL DM-019 Ranking on Data Manifold with Sink Points
ETPL DM-020 Region-Based Foldings in Process Discovery
ETPL DM-021 Relationships between Diversity of Classification Ensembles and Single-Class Performance Measures
ETPL DM-022 T-Drive: Enhancing Driving Directions with Taxi Drivers’ Intelligence
ETPL DM-023 A Generalized Flow-Based Method for Analysis of Implicit Relationships on Wikipedia
ETPL DM-024 A Proxy-Based Approach to Continuous Location-Based Spatial Queries in Mobile Environments
ETPL DM-025 A Rough-Set-Based Incremental Approach for Updating Approximations under Dynamic Maintenance nvironments
ETPL DM-026 AML: Efficient Approximate Membership Localization within a Web-Based
ETPL DM-027 Clustering Large Probabilistic Graphs
ETPL DM-028 Detecting Intrinsic Loops Underlying Data Manifold
ETPL DM-029 Event Tracking for Real-Time Unaware Sensitivity Analysis (EventTracker)
ETPL DM-030 Fast Activity Detection: Indexing for Temporal Stochastic Automaton-Based
ETPL DM-031 Finding Rare Classes: Active Learning with Generative and Discriminative
ETPL DM-032 Halite: Fast and Scalable Multiresolution Local-Correlation Clustering
ETPL DM-033 Minimally Supervised Novel Relation Extraction Using a Latent Relational
ETPL DM-034 Reinforced Similarity Integration in Image-Rich Information Networks
ETPL DM-035 Supporting Search-As-You-Type Using SQL in Databases
ETPL DM-036 Simple Hybrid and Incremental Postpruning Techniques for Rule Induction
ETPL DM-037 λ -diverse nearest neighbors browsing for multidimensional data
ETPL DM-038 A Bound on Kappa-Error Diagrams for Analysis of Classifier Ensembles
ETPL DM-039 A New Algorithm for Inferring User Search Goals with Feedback Sessions
ETPL DM-040 Annotating Search Results from Web Databases
ETPL DM-041 Building a Scalable Database-Driven Reverse Dictionary
ETPL DM-042 Discovering Temporal Change Patterns in the Presence of Taxonomies
ETPL DM-043 Extending BCDM to Cope with Proposals and Evaluations of Updates
ETPL DM-044 Facilitating Effective User Navigation through Website Structure Improvement
ETPL DM-045 Information-Theoretic Outlier Detection for Large-Scale Categorical Data
ETPL DM-046 Modeling and Solving Distributed Configuration Problems: A CSP-Based Approach
ETPL DM-047 On Similarity Preserving Feature Selection
ETPL DM-048 Protecting Sensitive Labels in Social Network Data Anonymization
ETPL DM-049 Robust Module-Based Data Management
ETPL DM-050 Sampling Online Social Networks
ETPL DM-051 Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series
ETPL DM-052 The Minimum Consistent Subset Cover Problem: A Minimization View of Data Mining
ETPL DM-053 Transductive Multilabel Learning via Label Set Propagation
ETPL DM-054 A Method for Mining Infrequent Causal Associations and Its Application in Finding Adverse Drug Reaction Signal Pairs
ETPL DM-055 A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning
ETPL DM-056 Clustering Uncertain Data Based on Probability Distribution Similarity
ETPL DM-057 Efficient Evaluation of SUM Queries over Probabilistic Data
ETPL DM-058 Efficient Service Skyline Computation for Composite Service Selection
ETPL DM-059 Finding Probabilistic Prevalent Colocations in Spatially Uncertain Data Sets
ETPL DM-060 Fuzzy Web Data Tables Integration Guided by an Ontological and Terminological Resource
ETPL DM-061 PMSE: A Personalized Mobile Search Engine
ETPL DM-062 Range-Based Skyline Queries in Mobile Environments
ETPL DM-063 Skyline Processing on Distributed Vertical Decompositions
ETPL DM-064 Spatial Query Integrity with Voronoi Neighbors
ETPL DM-065 Synchronization-Inspired Partitioning and Hierarchical Clustering
ETPL DM-066 Transfer across Completely Different Feature Spaces via Spectral Embedding
ETPL DM-067 Tweet Analysis for Real-Time Event Detection and Earthquake Reporting System Development
ETPL DM-068 TW-$(k)$-Means: Automated Two-Level Variable Weighting Clustering Algorithm for Multiview Data
ETPL DM-069 U-Skyline: A New Skyline Query for Uncertain Database
ETPL DM-070 A Novel Profit Maximizing Metric for Measuring Classification Performance of Customer Churn Prediction Models
ETPL DM-071 A Predictive-Reactive Method for Improving the Robustness of Real-Time Data Services
ETPL DM-072 Achieving Data Privacy through Secrecy Views and Null-Based Virtual Updates
ETPL DM-073 Co-Occurrence-Based Diffusion for Expert Search on the Web
ETPL DM-074 Efficient All Top-$(k)$ Computation—A Unified Solution for All Top-$(k)$, Reverse Top-$(k)$ and Top-$(m)$ Influential Queries
ETPL DM-075 Efficient and Effective Duplicate Detection in Hierarchical Data
ETPL DM-076 Failure-Aware Cascaded Suppression in Wireless Sensor Networks
ETPL DM-077 Multiview Partitioning via Tensor Methods
ETPL DM-078 Novel Biobjective Clustering (BiGC) Based on Cooperative Game Theory
ETPL DM-079 On Generalizable Low False-Positive Learning Using Asymmetric Support Vector Machines
ETPL DM-080 Optimal Route Queries with Arbitrary Order Constraints
ETPL DM-081 Pay-As-You-Go Entity Resolution
ETPL DM-082 Single-Database Private Information Retrieval from Fully Homomorphic Encryption
ETPL DM-083 Toward SWSs Discovery: Mapping from WSDL to OWL-S Based on Ontology Search and Standardization Engine
ETPL DM-084 Trace Ratio Optimization-Based Semi-Supervised Nonlinear Dimensionality Reduction for Marginal Manifold Visualization
ETPL DM-085 Update Summarization via Graph-Based Sentence Ranking
ETPL DM-086 Change Detection in Streaming Multivariate Data Using Likelihood Detectors
ETPL DM-087 Coping with Events in Temporal Relational Database
ETPL DM-088 Cutting Plane Training for Linear Support Vector Machines
ETPL DM-089 Successive Group Selection for Microaggregation
ETPL DM-090 A Survival Modeling Approach to Biomedical Search Result Diversification Using Wikipedia
ETPL DM-091 Centroid-Based Actionable 3D Subspace Clustering
ETPL DM-092 Constrained Text Coclustering with Supervised and Unsupervised Constraints
ETPL DM-093 Crowdsourced Trace Similarity with Smartphones
ETPL DM-094 Customized Policies for Handling Partial Information in Relational Databases
ETPL DM-095 Decision Trees for Mining Data Streams Based on the McDiarmid’s Bound
ETPL DM-096 Discovering Characterizations of the Behavior of Anomalous Subpopulations
ETPL DM-097 FoCUS: Learning to Crawl Web Forums
ETPL DM-098 Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy
ETPL DM-099 Incentive Compatible Privacy-Preserving Data Analysis
ETPL DM-100 Nonnegative Matrix Factorization: A Comprehensive Review
ETPL DM-101 On Identifying Critical Nuggets of Information during Classification Tasks
ETPL DM-102 Radio Database Compression for Accurate Energy-Efficient Localization in Fingerprinting Systems
ETPL DM-103 Semi-Supervised Nonlinear Hashing Using Bootstrap Sequential Projection Learning
ETPL DM-104 Spatial Approximate String Search
ETPL DM-105 SVStream: A Support Vector-Based Algorithm for Clustering Data Streams
ETPL DM-106 The Move-Split-Merge Metric for Time Series
ETPL DM-107 A User-Friendly Patent Search Paradigm
ETPL DM-108 A Methodology for Direct and Indirect Discrimination Prevention in Data Mining
ETPL DM-109 Anomaly Detection via Online Oversampling Principal Component Analysis
ETPL DM-110 CDAMA: Concealed Data Aggregation Scheme for Multiple Applications in Wireless Sensor Networks
ETPL DM-111 Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams
ETPL DM-112 Comparable Entity Mining from Comparative Questions
ETPL DM-113 Cross-Space Affinity Learning with Its Application to Movie Recommendation
ETPL DM-114 Distributed Strategies for Mining Outliers in Large Data Sets
ETPL DM-115 Enhancing Access Privacy of Range Retrievals over $({rm B}^+)$-Trees
ETPL DM-116 Inferring Statistically Significant Hidden Markov Models
ETPL DM-117 Lineage Encoding: An Efficient Wireless XML Streaming Supporting Twig Pattern Queries
ETPL DM-118 MKBoost: A Framework of Multiple Kernel Boosting
ETPL DM-119 Mining Order-Preserving Submatrices from Data with Repeated Measurements
ETPL DM-120 Modeling Noisy Annotated Data with Application to Social Annotation
ETPL DM-121 Multiparty Access Control for Online Social Networks: Model and Mechanisms
ETPL DM-122 On the Analytical Properties of High-Dimensional Randomization
ETPL DM-123 TACI: Taxonomy-Aware Catalog Integration
ETPL DM-124 The Skyline of a Probabilistic Relation
ETPL DM-125 Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference
ETPL DM-110 A Context-Based Word Indexing Model for Document Summarization
ETPL DM-127 A Segmentation and Graph-Based Video Sequence Matching Method for Video Copy Detection
ETPL DM-128 Cross-Domain Sentiment Classification Using a Sentiment Sensitive Thesaurus
ETPL DM-129 Determining $(k)$-Most Demanding Products with Maximum Expected Number of Total Customers
ETPL DM-130 Dirichlet Process Mixture Model for Document Clustering with Feature Partition
ETPL DM-131 Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension
ETPL DM-132 Efficient Algorithms for Mining High Utility Itemsets from Transactional Databases
ETPL DM-133 Entity Translation Mining from Comparable Corpora: Combining Graph Mapping with Corpus Latent Features
ETPL DM-134 Harnessing Folksonomies to Produce a Social Classification of Resources
ETPL DM-135 Optimizing Multi-Top-k Queries over Uncertain Data Streams
ETPL DM-136 Prequery Discovery of Domain-Specific Query Forms: A Survey
ETPL DM-137 Preventing Private Information Inference Attacks on Social Networks
ETPL DM-138 Principal Composite Kernel Feature Analysis: Data-Dependent Kernel Approach
ETPL DM-139 Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network
ETPL DM-140 Secure Provenance Transmission for Streaming Data
ETPL DM-141 The Adaptive Clustering Method for the Long Tail Problem of Recommender Systems
ETPL DM-142 VChunkJoin: An Efficient Algorithm for Edit Similarity Joins

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