1. Ocular Systems|Data Mining Project Topics List
Final Year Projects
Data Mining Project Topics
http://blog.ocularsystems.in/blog
info@ocularsystems.in
Behind Ayush Health Club,
Navjyot Mahila Society, Tambe Nagar,
MIDC-Baramati, Pune, 413 133
Our Branches: Baramati, Pune, Solapur, Ahmed Nagar
Contact No: 09970186685/ 07385043047
Ocular Systems Provides IEEE 2011 Projects For all Final Year Students. We do assist the
students with Technical Guidance for both the categories.
Category 1 : Students with new project ideas.
Category 2 : Students selecting from our list.
http://blog.ocularsystems.in/blog Page 1

2. Ocular Systems|Data Mining Project Topics List
When you register for a project we ensure that the project is implemented to your fullest
satisfaction and you have a thorough understanding of every aspect of the project.
OCULAR SYSTEMS PROVIDES YOU THE LATEST IEEE 2011- IEEE2012
PROJECTSPROJECTS FOR FOLLOWING DEPARTMENT STUDENTS
B.E, B.TECH, M.TECH, M.E, DIPLOMA, MS, BSC, MSC, BCA, MCA, MBA, BBA, PHD,
NS-2, GLOMOSIM, MATLAB, JAVA, .NET,
B.E ( CSE, IT)
B.TECH(CSE, IT)
M.TECH(COMPUTER SCIENCE, SOFTWARE ENGINEERING)
M.E(COMPUTER SCIENCE, SOFTWARE, ENGINEERING)
DIPLOMA (CSE, IT)
We also have training and project, R & D division to serve the students and make them job
oriented professionals
IEEE TRANSACTION ON DATAMINING
A Bounded and Adaptive Memory-Based Approach to Mine Frequent Patterns From 2011 / 2012
Very Large Databases
A Dual Framework and Algorithms for Targeted Online Data Delivery 2011 / 2012
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3. Ocular Systems|Data Mining Project Topics List
A Fast Multiple Longest Common Subsequence (MLCS) Algorithm 2011 / 2012
A Fuzzy Self-Constructing Feature Clustering Algorithm for Text Classification 2011 / 2012
A Fuzzy Self-Constructing Feature Clustering Algorithm for Text Classification 2011 / 2012
A Generic Multilevel Architecture for Time Series Prediction 2011 / 2012
A Generic Multilevel Architecture for Time Series Prediction 2011 / 2012
A GEOMETRIC INTERPRETATION OF THE MONOCHROMATIC REVERSE 2011 / 2012
TOP K
QUERY TO ACQUIRE AN INTUITION OF THE SOLUTION SPACE.
A Hybrid Algorithm of Backward Hashing and Automaton Tracking 2011 / 2012
for Virus Scanning.
A Link Analysis Extension of Correspondence Analysis for Mining 2011 / 2012
Relaional Databases.
A Link Analysis Extension of Correspondence Analysis for Mining 2011 / 2012
Relational Databases
A LINK ANALYSIS EXTENSION OF CORRESPONDENCE ANALYSIS FOR 2011 / 2012
MINING
RELATIONAL DATABASES.
A Machine Learning Approach for Identifying Disease-Treatment 2011 / 2012
Relations in Short Texts
A Personalized Ontology Model for Web Information Gathering 2011 / 2012
Adaptive Cluster Distance Bounding for High Dimensional 2011 / 2012
Indexing.
An Efficient Index for Geographic. 2011 / 2012
AN EMPIRICAL METHOD TO ESTIMATE SEMANTIC USING PAGE 2011 / 2012
COUNTS AND TEXT SNIPPETS RETRIEVED FROM A WEB SEARCH
ENGINE.
Anonymous Publication of Sensitive Transactional Data 2011 / 2012
Answering Frequent Probabilistic Inference Queries in Databases 2011 / 2012
Application Study on Bank’s CRM Based on Data Mining Technology. 2011 / 2012
Approaching Throughput-Optimality in Distributed CSMA Scheduling 2011 / 2012
Algorithms With Collisions
Authenticated Multistep Nearest Neighbor Search 2011 / 2012
Automatic Discovery of Personal Name Aliases from the Web 2011 / 2012
Automatic Enrichment of Semantic Relation Network and Its 2011 / 2012
Application to Word Sense Disambiguation
Branch-and-Bound for Model Selection and Its Computational 2011 / 2012
Complexity
Catching Packet Droppers and Modifiers in Wireless Sensor 2011 / 2012
Networks.
Classification and Novel Class Detection in Concept-Drifting 2011 / 2012
Data Streams under Time Constraints
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4. Ocular Systems|Data Mining Project Topics List
Classification Using Streaming Random Forests 2011 / 2012
CoFiDS: A Belief-Theoretic Approach for Automated Collaborative 2011 / 2012
Filtering
Collaborative Filtering with Personalized Skylines 2011 / 2012
Comprehensive Citation Index for Research Networks 2011 / 2012
Constrained Skyline Query Processing against Distributed Data 2011 / 2012
Sites
Continuous Monitoring of Distance-Based Range Queries 2011 / 2012
Cosdes A Collaborative Spam Detection System with a Novel E-Mail 2011 / 2012
Abstraction Scheme
Coupling Logical Analysis of Data and Shadow Clustering for 2011 / 2012
Partially Defined Positive Boolean FunctionReconstruction
Data Leakage Detection 2011 / 2012
Data mining based decision support system for supermarket. 2011 / 2012
DATABASES RESPONSE POLICIES TO SUPPORT OUR INTRUSION 2011 / 2012
RESPONSE
SYSTEM TAILORED FOR A DBMS.
Decision Trees for Uncertain Data 2011 / 2012
DESIGN AND IMPLEMENTATION OF AN INTRUSION RESPONSE SYSTEM 2011 / 2012
FOR
RELATIONAL DATABASES.
Differential Privacy via Wavelet Transforms 2011 / 2012
Discovering Activities to Recognize and Track in a Smart 2011 / 2012
Environment
Discovering Conditional Functional Dependencies 2011 / 2012
Document Clustering in Correlations imilarity Measure Space. 2011 / 2012
Dynamics of Malware Spread in Decentralized Peer-to-Peer 2011 / 2012
Networks.
Effective Navigation of Query Results Based on Concept 2011 / 2012
Hierarchies.
Efficient and Accurate Discovery of Patterns in Sequence Data 2011 / 2012
Sets
Efficient Computation of Range Aggregates against Uncertain 2011 / 2012
Location Based Queries
Efficient Periodicity Mining in Time Series Databases Using 2011 / 2012
Suffix Trees
Efficient Relevance Feedback for Content-Based Image Retrieval 2011 / 2012
by Mining User Navigation Patterns
Efficient Techniques for Online Record Linkage 2011 / 2012
EFFICIENT TECHNIQUES FOR ONLINE RECORD LINKAGE. 2011 / 2012
Efficient Top-k Approximate Subtree Matching in Small Memory 2011 / 2012
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5. Ocular Systems|Data Mining Project Topics List
Energy Time Series Forecasting Based on Pattern Sequence 2011 / 2012
Similarity
Enhancing the k-means clustering algorithm by Using a O(n logn) heuristic method 2011 / 2012
for finding better initial centroids.
Estimating and Enhancing Real-Time Data Service Delays: 2011 / 2012
Control-Theoretic Approaches
Experience Transfer for the Configuration Tuning in Large-Scale 2011 / 2012
Computing Systems
Exploring Application-Level Semantics for Data Compression 2011 / 2012
Extended XML Tree Pattern Matching: Theories and Algorithms 2011 / 2012
Falcons Concept Search: A Practical Search Engine for Web 2011 / 2012
Ontologies.
Fast Detection of Mobile Replica Node Attacks in Wireless Sensor 2011 / 2012
Networks Using Sequential Hypothesis Testing – JAVA
Finding Correlated Biclusters from Gene Expression Data 2011 / 2012
Frequent Item Computation on a Chip 2011 / 2012
HORIZONTAL AGGREGATIONS IN SQL TO PREPARE DATA SETS FOR 2011 / 2012
DATA
MINING ANALYSIS.
Improving Aggregate Recommendation Diversity Using Ranking-Based 2011 / 2012
Techniques.
Inconsistency-Tolerant Integrity Checking 2011 / 2012
Initialization and Restart in Stochastic Local Search: Computing 2011 / 2012
a Most Probable Explanation in Bayesian Networks
Integration of the HL7 Standard in a Multiagent System to 2011 / 2012
Support Personalized Access to e-Health Services
Inter temporal Discount Factors as a Measure of Trustworthiness 2011 / 2012
in Electronic Commerce
IR-Tree: An Efficient Index for Geographic Document Search 2011 / 2012
IR-TREE:AN EFFICIENT INDEX FOR GEOGRAPHIC DOCUMENT SEARCH. 2011 / 2012
Knowledge Discovery in Services (KDS):Aggregating Software Services 2011 / 2012
to Discover Enterprise Mashups
Learning Semi-Riemannian Metrics for Semisupervised Feature 2011 / 2012
Extraction
Load Shedding in Mobile Systems with MobiQual 2011 / 2012
Locally Consistent Concept Factorization for Document Clustering 2011 / 2012
Making Aggregation Work in Uncertain and Probabilistic Databases 2011 / 2012
Mining Cluster-Based Temporal Mobile Sequential Patterns in 2011 / 2012
Location-Based Service Environments
Mining Discriminative Patterns for Classifying Trajectories on 2011 / 2012
Road Networks
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6. Ocular Systems|Data Mining Project Topics List
Mining Group Movement Patterns for Tracking Moving Objects 2011 / 2012
Efficiently
Mining Iterative Generators and Representative Rules for 2011 / 2012
Software Specification Discovery
Mining Web Graphs for Recommendations. 2011 / 2012
Missing Value Estimation for Mixed-Attribute Data Sets 2011 / 2012
MISSING VALUE ESTIMATION FOR MIXED-ATTRIBUTE DATA SETS. 2011 / 2012
Modeling and Detection of Camouflaging Worm. 2011 / 2012
Monochromatic and Bichromatic Reverse Top-k Queries 2011 / 2012
On Computing Farthest Dominated Locations 2011 / 2012
On the Complexity of View Update Analysis and its Application to 2011 / 2012
Annotation Propagation.
One Size Does Not Fit All Towards User and Query Dependent 2011 / 2012
Ranking For Web Databases
Ontology for Developing Web Sites for Natural Disaster 2011 / 2012
management: Methodology and Implementation.
Optimizing Resource Conflicts in Workflow Management Systems 2011 / 2012
OPTIMIZING RESOURCE CONFLICTS IN WORKFLOW MANAGEMENT 2011 / 2012
SYSTEMS
USING AN INNOVATIVE ALGORITHM.
Parallel Frequent Itemset Mining with Selective Item 2011 / 2012
Replication.
Pareto-Based Dominant Graph: An Efficient Indexing Structure to 2011 / 2012
Answer Top-K Queries
Privacy-Preserving OLAP: An Information-Theoretic Approach 2011 / 2012
Privacy-Preserving Updates to Anonymous and Confidential 2011 / 2012
Databases.
Query Planning for Continuous Aggregation Querier Over a Network 2011 / 2012
of Data Aggregators.
RANKING SPATIAL DATA BY QUALITY PREFERENCES FOR QUERIES 2011 / 2012
AND
PROPOSE APPROPRIATE INDEXING TECHNIQUES.
Replica Placement for Route Diversity in Tree-Based Routing 2011 / 2012
Distributed Hash Tables.
RFID Data Processing in Supply Chain Management Using a Path 2011 / 2012
Encoding Scheme
Rumor Riding: Anonymizing Unstructured Peer-to-Peer Systems 2011 / 2012
Scalable Learning of Collective Behavior. 2011 / 2012
Securing Topology Maintenance Protocols for Sensor Networks. 2011 / 2012
Seeking Quality of Web Service Composition in a Semantic 2011 / 2012
Dimension
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7. Ocular Systems|Data Mining Project Topics List
Selecting Attributes for Sentiment Classification Using Feature 2011 / 2012
Relation Networks
Semantic Knowledge-Based Framework to Improve the Situation 2011 / 2012
Awareness of Autonomous Underwater Vehicles
Straggler Identification in Round-Trip Data Streams via Newton’s 2011 / 2012
Identities and Invertible Bloom Filters
SwiftRule: Mining Comprehensible Classification Rules for Time 2011 / 2012
Series Analysis
Temporal Data Clustering via Weighted Clustering Ensemble with 2011 / 2012
Different Representations
Text Clustering with Seeds Affinity Propagation 2011 / 2012
TEXT: Automatic Template Extraction from Heterogeneous Web Pages 2011 / 2012
THE CLUSTER-BASED TEMPORAL MOBILE SEQUENTIAL PATTERNS 2011 / 2012
(CTMSPS)
AND TO PREDICT THE SUBSEQUENT MOBILE BEHAVIORS.
The CoQUOS Approach to Continuous Queries in Unstructured 2011 / 2012
Overlays
The World in a Nutshell – Concise Range Queries 2011 / 2012
Towards Situational Awareness of Large-Scale botnet Probing 2011 / 2012
Events.
Traceback of DDoS Attacks Using Entropy Variations 2011 / 2012
Usher: Improving Data Quality with Dynamic Forms 2011 / 2012
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