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 |
