Data Mining Research Topics for MS PhD

By: Prof. Fazal Rehman Shamil 

Last modified on April 15th, 2021

Data Mining Research Topic ideas for MS, or Ph.D. Degree

I am sharing with you some of the research topics regarding data mining that you can choose for your research proposal for the thesis work of MS, or Ph.D. Degree.

Data mining for education
Discovering data mining: from concept to implementation
Data mining: an overview from a database perspective
Discovering knowledge in data
Data mining: a tutorial-based primer
Introduction to data mining with case studies
Data preparation for data mining
Introduction to data mining and its applications
Data mining: statistics and more?
Principles of data mining
Data mining for education
Data preparation for data mining
Data mining in e-learning
Meta learning: Applications to data mining
Active Data Mining.
Advanced data mining techniques
Data mining and KDD: Promise and challenges
Introduction to business data mining
Methodological and practical aspects of data mining
A primer for understanding and applying data mining
R and data mining: Examples and case studies
Three perspectives of data mining
Data analysis and data mining: An introduction
Future trends in data mining
The Quest Data Mining System.
Data Mining and Statistics: What’s the connection?
A perspective on databases and data mining
An introduction to data mining
Data mining as an industry
10 challenging problems in data mining research
Data mining: opportunities and challenges
Statistical themes and lessons for data mining
Data mining: know it all
Mathematical tools for data mining
Enhancing teaching and learning through educational data mining and learning analytics: An issue brief
From data mining to knowledge discovery in databases
Untangling text data mining
Data mining: a knowledge discovery approach
Data mining your website
Data mining applications in healthcare
Operations research and data mining
Data mining in agriculture
Data mining techniques and applications
Data mining with computational intelligence
Data mining for scientific and engineering applications
Applied data mining
Geographic data mining and knowledge discovery
Graph-based data mining
Data mining in manufacturing: a review
Data mining: Introductory and advanced topics
Data mining in education
A microeconomic view of data mining
Data mining in healthcare–a review
Data preprocessing in data mining
Accomplishments and challenges in literature data mining for biology
A review of data mining techniques
Introduction to data mining
Data mining in healthcare
Machine learning and data mining
Top 10 algorithms in data mining
Data mining: practical machine learning tools and techniques with Java implementations
Data mining for the web
State of the art of graph-based data mining
Data mining techniques and applications–A decade review from 2000 to 2011
Data mining methods for knowledge discovery
E cient and E ective clustering methods for spatial data mining
Data mining: past, present and future
Data mining and statistics for decision making
Encyclopedia of machine learning and data mining
The top ten algorithms in data mining
Data Mining: Concepts, models and techniques
Introduction to data mining in bioinformatics
Data mining algorithms to classify students
Data mining curriculum: A proposal (version 1.0)
GeoMiner: a system prototype for spatial data mining
Data mining in marketing: Part 1
SLIQ: A fast scalable classifier for data mining
Data mining with decision trees: theory and applications
Machine learning and data mining
Predictive data mining in clinical medicine: current issues and guidelines
A survey of temporal data mining
Data mining in healthcare and biomedicine: a survey of the literature
Data mining techniques
Data mining for web intelligence
Relational data mining
Knowledge Discovery and Data Mining: Towards a Unifying Framework.
Data mining: concepts, models, methods, and algorithms
Data mining for the social sciences: An introduction
Data mining application on students’ data
Data mining for design and manufacturing: methods and applications
Using neural networks for data mining
Data mining for fun and profit
Data mining approaches for intrusion detection
Knowledge management and data mining for marketing
Data mining in the e‐learning domain
Applied data mining for business and industry
Data mining methods, applications, and tools
NEURAL NETWORKS IN DATA MINING.
A data mining approach to strategy prediction
Business applications of data mining
Selected techniques for data mining in medicine
Sports data mining
Uniqueness of medical data mining
Data mining with an ant colony optimization algorithm
Data mining of user navigation patterns
Educational data mining: A survey from 1995 to 2005
A survey of clustering data mining techniques
Temporal data mining
Data mining in telecommunications
Data mining cluster analysis: basic concepts and algorithms
Trajectory data mining: an overview
Exploring data mining implementation
Orange: data mining toolbox in Python
Mining big data: current status, and forecast to the future
Data mining in manufacturing: a review based on the kind of knowledge
Web data mining: exploring hyperlinks, contents, and usage data
Effective data mining using neural networks
Applying data mining techniques to e-learning problems
Data mining and machine learning in astronomy
Data mining and knowledge discovery: Making sense out of data
A review on time series data mining
Data mining techniques: for marketing, sales, and customer relationship management
Data mining applications in higher education
Introduction to knowledge discovery and data mining
Data mining techniques for customer relationship management
Knowledge Discovery and Data Mining: Challenges and Realities: Challenges and Realities
Statistical inference and data mining
Data mining: theory and practice [with CD]
Data mining: an industrial research perspective
Data mining for customer service support
Data mining in course management systems: Moodle case study and tutorial
Survey of classification techniques in data mining
Data mining: machine learning, statistics, and databases
Business data mining—a machine learning perspective
Bayesian networks for data mining
Information visualization and visual data mining
Agent mining: The synergy of agents and data mining
Lecture notes in data mining
Security and privacy implications of data mining
CLARANS: A method for clustering objects for spatial data mining
A survey on Data Mining approaches for Healthcare
Data mining for internet of things: A survey
Application of data mining in bioinformatics
Visual data mining: Techniques and tools for data visualization and mining
A study on classification techniques in data mining
Data mining for the enterprise
Visual data mining
Privacy-preserving data mining
Data mining standards initiatives
Educational data mining: A survey and a data mining-based analysis of recent works
Collective data mining: A new perspective toward distributed data mining
Business modeling and data mining
Time-series data mining
Matrix methods in data mining and pattern recognition
Application of data mining techniques to healthcare data
Data mining for the internet of things: literature review and challenges
Data mining: The search for knowledge in databases
Trends in data mining and knowledge discovery
Exploratory data mining and data cleaning
A data mining application in a student database
Mining students data to analyze e-Learning behavior: A Case Study
Information visualization in data mining and knowledge discovery
Sequence data mining
Data mining and predictive analytics
Defining privacy for data mining
Data mining tools
Importance of data mining in higher education system
Target discovery from data mining approaches
DNA visual and analytic data mining
Empirical study on applications of data mining techniques in healthcare
Data mining methods for detection of new malicious executables
A conceptual overview of data mining
Towards parameter-free data mining
Quality measures in data mining
Static Versus Dynamic Sampling for Data Mining.
Data mining application in higher learning institutions
Research issues in web data mining
Practical applications of data mining
Data mining and knowledge discovery with evolutionary algorithms
Feature selection for knowledge discovery and data mining

Data mining and the impact of missing data
Data mining with Microsoft SQL server 2008
Data preparation for data mining using SAS
Data mining for hypertext: A tutorial survey
Feature extraction, construction and selection: A data mining perspective
Data mining for direct marketing: Problems and solutions.
Research on data mining models for the internet of things
A perspective on data mining
Application of data mining techniques in customer relationship management: A literature review and classification
Clinical data mining: a review
Reality check for data mining
MineSet: An Integrated System for Data Mining.
Statistics: methods and applications: a comprehensive reference for science, industry, and data mining
Educational data mining: a review of the state of the art
Game data mining
Spatio-temporal data mining: A survey of problems and methods
Model uncertainty, data mining and statistical inference
Data mining for the masses
Swarm intelligence in data mining
Data mining techniques: a survey paper
Spatial data mining
Spatial data mining: A database approach
Music data mining
A survey on wavelet applications in data mining
Data mining of cellular automata’s transition rules
Technology overview: A report on data mining
Web data mining research: a survey
Data mining: technologies, techniques, tools, and trends
Techniques of cluster algorithms in data mining
The SPMF open-source data mining library version 2
Data Mining, Surveillance, and Discrimination in the Post-9/11 Environment
Feature transformation methods in data mining
Statistical data mining using SAS applications
Applications of data mining in higher education
Trends in spatial data mining
Data mining for web personalization
Privacy preserving data mining
OntoDM: An ontology of data mining
Metaqueries for data mining
Evolving data into mining solutions for insights
Integrating e-commerce and data mining: Architecture and challenges
Data Mining‐a powerful information creating tool
From big data to big data mining: challenges, issues, and opportunities
Governmental data mining and its alternatives
Data mining on multimedia data
Data mining for dummies
A descriptive framework for the field of data mining and knowledge discovery
Data mining for imbalanced datasets: An overview
Data mining in bioinformatics using Weka
Intelligent data mining: techniques and applications
Cluster analysis and data mining: An introduction
Using data mining methods to build customer profiles
Real time data mining
Mining of massive datasets
Crime data mining: a general framework and some examples
Cultural studies of data mining: Introduction
Data mining in social media
Principles and theory for data mining and machine learning
Data mining for software engineering
IntOGen: integration and data mining of multidimensional oncogenomic data
Data mining: multimedia, soft computing, and bioinformatics
Data mining our way to the next generation of thermoelectrics
Editorial survey: swarm intelligence for data mining
Applications of data mining to electronic commerce
Data mining and the web: Past, present and future
Data mining: A preprocessing engine
Spatial data mining: progress and challenges survey paper
A study on video data mining
Mining multimedia data.
Large-scale parallel data mining
The elements of statistical learning: data mining, inference, and prediction
Advancing knowledge discovery and data mining
The WEKA data mining software: an update
OLAP mining: An integration of OLAP with data mining
Data mining and its applications for knowledge management: a literature review from 2007 to 2012
Emerging standards for data mining
Tools for privacy preserving distributed data mining
Applications of data mining in retail business
Data mining for discrimination discovery
Applying data mining to manufacturing: the nature and implications
Mining e-commerce data: The good, the bad, and the ugly
Data mining applications in healthcare sector: a study
On measuring and correcting the effects of data mining and model selection
Role of data mining in education sector
Data mining: manufacturing and service applications
The survey of data mining applications and feature scope
A survey of evolutionary algorithms for data mining and knowledge discovery
Mining graph data
A bibliography of temporal, spatial and spatio-temporal data mining research
ADAM: Detecting intrusions by data mining
Cluster analysis for data mining and system identification
Eliminating noisy information in web pages for data mining
A survey of data mining and knowledge discovery software tools
Academic analytics and data mining in higher education
Managing and mining sensor data
Data mining concepts and techniques third edition
Data mining with SQL Server 2005
A survey of data mining techniques applied to agriculture
Optimization based data mining: theory and applications
Efficient data mining for path traversal patterns
Mining knowledge in geographical data
Yale: Rapid prototyping for complex data mining tasks
Ethical issues in web data mining
Data mining with big data
A web crawler design for data mining
FastMap: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets
Mathematical programming for data mining: Formulations and challenges
Effective educational process: a data‐mining approach
An empirical study of the applications of data mining techniques in higher education
Privacy preserving data mining.
Data mining for very busy people
The state of educational data mining in 2009: A review and future visions
Social area analysis, data mining, and GIS
State-of-the-art in privacy preserving data mining
Developing innovative applications in agriculture using data mining
Pattern recognition algorithms for data mining
Using data mining to predict secondary school student performance
Data Mining Using a Machine Learning Library in C++
A data mining methodology for cross-sales
On the design and quantification of privacy preserving data mining algorithms
On the need for time series data mining benchmarks: a survey and empirical demonstration
Interestingness measures for data mining: A survey
Applications of data mining in computer security
Data mining for improvement of product quality
Data mining: theories, algorithms, and examples
A data mining framework for building intrusion detection models
Spatial data mining and geographic knowledge discovery—An introduction
A basic primer on data mining
An information theoretic framework for data mining
Survey on anomaly detection using data mining techniques
50 years of data mining and OR: upcoming trends and challenges
High-throughput functional annotation and data mining with the Blast2GO suite
Data mining in finance: advances in relational and hybrid methods
Towards a general framework for data mining
Towards on-line analytical mining in large databases
Geographic data mining and knowledge discovery: An overview
A comparison of several approaches to missing attribute values in data mining
Mining student data using decision trees
Statistics and data mining: intersecting disciplines
Information security in big data: privacy and data mining
Journey from data mining to Web Mining to Big Data
Fuzzy computing for data mining
Bottom-up generalization: A data mining solution to privacy protection
The data mining optimization ontology
SPRINT: A scalable parallel classifier for data mining
Automatic subspace clustering of high dimensional data for data mining applications
From visual data exploration to visual data mining: A survey
Online data mining for co-evolving time sequences
CRISP-DM: Towards a standard process model for data mining
Textual data mining to support science and technology management
Data mining for business intelligence: Concepts, techniques, and applications in Microsoft Office Excel with XLMiner
Prediction and decision making in health care using data mining
Data Processing System (DPS) software with experimental design, statistical analysis and data mining developed for use in entomological research
Advances in K-means clustering: a data mining thinking
Data mining and analytics in the process industry: The role of machine learning
The data-mining industry coming of age
A survey and future vision of data mining in educational field
Predictive data mining in clinical medicine: a focus on selected methods and applications
Mining of massive data sets
Lessons and challenges from mining retail e-commerce data
Analysis of agriculture data using data mining techniques: application of big data
The UCI KDD archive of large data sets for data mining research and experimentation
Modeling wine preferences by data mining from physicochemical properties
Data mining and surveillance in the post 9/11 environment
The impact of data mining techniques on medical diagnostics
Feature selection: An ever evolving frontier in data mining
Weka-a machine learning workbench for data mining
Data mining in design of products and production systems
The contribution of data mining to information science
How can data mining help bio-data analysis?
Data Science for Business: What you need to know about data mining and data-analytic thinking
Compression-based data mining of sequential data
Data mining with decision trees and decision rules
Constraint-based, multidimensional data mining
Three myths about dynamic time warping data mining
A review of evolutionary algorithms for data mining
Research of data mining based on neural networks
Real time data mining-based intrusion detection
Analysis of cancer data: a data mining approach
Data mining a diabetic data warehouse
On exploiting the power of time in data mining
Warmr: a data mining tool for chemical data
Data mining and machine learning in cybersecurity
An introduction to support vector machines for data mining
Adaptive intrusion detection: A data mining approach
Data mining for path traversal patterns in a web environment
Investigative data mining for security and criminal detection
Data mining for improved cardiac care
SPC: A distributed, scalable platform for data mining
Data mining for network intrusion detection
Clinical data-mining: Integrating practice and research
Data mining and linked open data–New perspectives for data analysis in environmental research
Distributed data mining: Algorithms, systems, and applications
Data mining corrections
Data mining and knowledge discovery in databases: implications for scientific databases
Neurorule: A connectionist approach to data mining
Particle swarm based data mining algorithms for classification tasks
Get another label? improving data quality and data mining using multiple, noisy labelers
Decision tree analysis on j48 algorithm for data mining
Trends in information fusion in data mining
Exploratory spatio-temporal data mining and visualization
Data mining in biomedicine
Fuzzy modeling and genetic algorithms for data mining and exploration
Data Mining: A prediction of performer or underperformer using classification
Orange: From experimental machine learning to interactive data mining
Review of data preprocessing techniques in data mining
The role of domain knowledge in data mining
Data mining for hotel firms: Use and limitations
Statistics, data mining, and machine learning in astronomy: a practical Python guide for the analysis of survey data
Data mining algorithms: explained using R
Evaluation of sampling for data mining of association rules
Efficient parallel data mining for association rules
Mathematical programming in data mining
Data mining for credit card fraud: A comparative study
Data mining in educational technology classroom research: Can it make a contribution?
Data mining for climate change and impacts
Data mining with differential privacy
Classification algorithm in data mining: An overview
Mining time-changing data streams
Data mining approach to detect heart diseases
Application of data mining techniques in pharmacovigilance
Class imbalance problem in data mining review
Targeting the right students using data mining
Data mining in social networks
Crime data mining: an overview and case studies
Machine learning and data mining methods in diabetes research
Template detection via data mining and its applications
Business intelligence: data mining and optimization for decision making
Classification algorithms for data mining: A survey
Constraint-based data mining
When do data mining results violate privacy?
A data mining approach for signal detection and analysis
Ensemble methods in data mining: improving accuracy through combining predictions
Contemporary issues in exploratory data mining in the behavioral sciences
A statistical perspective on data mining
A data mining analysis of RTID alarms
Privacy-preserving data mining: models and algorithms
Data mining in healthcare: Current applications and issues
Multi-relational data mining: an introduction
STING: A statistical information grid approach to spatial data mining
Educational Data Mining: a Case Study.
Data Mining and Knowledge Management in Higher Education-Potential Applications.
Educational data mining: A review
Techniques of data mining in healthcare: a review
Predicting breast cancer survivability: a comparison of three data mining methods
The role of data mining in pharmacovigilance
From patterns in data to knowledge discovery: What data mining can do
Matminer: An open source toolkit for materials data mining
Overview of data mining for customer behavior modeling
DMQL: A data mining query language for relational databases
ONCOMINE: a cancer microarray database and integrated data-mining platform
An introduction to the WEKA data mining system
Treefinder: a first step towards xml data mining
Application of data mining techniques for medical image classification
Fake news detection on social media: A data mining perspective
State-of-the-art overview on data mining in power systems
An Overview Of Temporal Data Mining.
Data mining approaches to criminal career analysis
Rough sets and data mining: Analysis of imprecise data
A comparative study of classification techniques in data mining algorithms
Fuzzy data mining and genetic algorithms applied to intrusion detection
Advanced scout: Data mining and knowledge discovery in NBA data
Data mining and data analysis for counterterrorism
Extracting landmarks with data mining methods
Data mining and database systems: Where is the intersection?
Influence Propagation in Social Networks: A Data Mining Perspective.
Mining association rules from quantitative data
Privacy preserving data mining
Applying data mining to telecom churn management
A data mining approach to the prediction of corporate failure
Algorithms and applications for spatial data mining
Mining educational data to analyze students’ performance
An attacker’s view of distance preserving maps for privacy preserving data mining
Introduction to data mining for the life sciences
Distributed data mining: a survey
Data mining in cloud computing
A systematic review on educational data mining
Benchmarking attribute selection techniques for discrete class data mining
Scientific data mining: a practical perspective
Discovering golden nuggets: data mining in financial application
Parallel data mining on graphics processors
Spatiotemporal data mining: A computational perspective
Data mining models for student careers
Data mining with Rattle and R: The art of excavating data for knowledge discovery
Data mining techniques in social media: A survey
Discrimination-aware data mining
Text data mining: theory and methods
Mining scientific data
AINE: An immunological approach to data mining
Data mining: Trends in research and development
Data mining the Web: uncovering patterns in Web content, structure, and usage
Data mining issues and opportunities for building nursing knowledge
A review of data mining applications in crime
Theoretical frameworks for data mining
A data mining & knowledge discovery process model
Data mining and clinical data repositories: Insights from a 667,000 patient data set
Evaluating feature selection methods for learning in data mining applications
Fuzzy methods in machine learning and data mining: Status and prospects
Data Mining: A prediction for performance improvement using classification
A data mining approach for database intrusion detection
Deep learning for spatio-temporal data mining: A survey
Data mining emotion in social network communication: Gender differences in MySpace
Comparing data mining methods on the VAERS database
A data mining approach to predict forest fires using meteorological data
Microarray data mining: facing the challenges
Perspectives on the use of data mining in pharmacovigilance
Autonomous decision-making: A data mining approach
Data mining-driven manufacturing process optimization
Scalable parallel data mining for association rules
Text mining: The state of the art and the challenges
Intelligent heart disease prediction system using data mining techniques
Data mining techniques and its applications in banking sector
Algoritma data mining
A review of data mining applications for quality improvement in manufacturing industry
A comprehensive survey of data mining-based fraud detection research
A survey on decision tree algorithms of classification in data mining
A comparative study of RNN for outlier detection in data mining
Crime pattern detection using data mining
Biological data mining
Distributed data mining in credit card fraud detection
Datenvisualisierung und data mining
A condensation approach to privacy preserving data mining
Data mining of association structures to model consumer behaviour
A fast clustering algorithm to cluster very large categorical data sets in data mining.
Webzeitgeist: design mining the web
Using data mining techniques for diagnosis and prognosis of cancer disease
Information-theoretic measures for knowledge discovery and data mining
The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
Customer retention via data mining
Challenges and opportunities in mining neuroscience data
Data mining methods for recommender systems
Predicting crystal structure by merging data mining with quantum mechanics
Data Quality Mining-Making a Virute of Necessity.
GeoDMA—Geographic data mining analyst
Identification of significant features and data mining techniques in predicting heart disease
Survey on clustering techniques in data mining
Improving on ‘Data mining reconsidered’by KD Hoover and SJ Perez
Orange4WS environment for service-oriented data mining
A survey of knowledge discovery and data mining process models
Using genetic algorithms for data mining optimization in an educational web-based system
Research on CBR system based on data mining
GeneMerge—post-genomic analysis, data mining, and hypothesis testing
Neural network tool for data mining: SOM toolbox
A methodology for direct and indirect discrimination prevention in data mining
Multimedia data mining: state of the art and challenges
A survey of multiobjective evolutionary algorithms for data mining: Part I
Combining complex networks and data mining: why and how
KEEL: a software tool to assess evolutionary algorithms for data mining problems
Data mining of agricultural yield data: A comparison of regression models
Advances in machine learning and data mining for astronomy
A review on predicting student’s performance using data mining techniques
Short-term prediction of wind farm power: A data mining approach
Survey of data mining techniques used in healthcare domain
Data mining: data analysis on a grand scale?
Comparing Performance of Data Mining Algorithms in Prediction Heart Diseases.
Data preparation for mining world wide web browsing patterns
Data mining in time series databases
Data mining for network intrusion detection: How to get started
Implementation of data mining techniques for meteorological data analysis
Student data mining solution–knowledge management system related to higher education institutions
A data mining based NTL analysis method
A Data mining view on class room teaching language
Using data mining techniques in heart disease diagnosis and treatment
Data mining tasks and methods: Classification: decision-tree discovery
Data mining of inputs: analysing magnitude and functional measures
Rattle: a data mining GUI for R
Role mining-revealing business roles for security administration using data mining technology
Next generation of data mining
k-Anonymous Data Mining: A Survey
Mining with noise knowledge: error-aware data mining
Educational data mining and learning analytics
Semantic data mining: A survey of ontology-based approaches
Big data, data mining, and machine learning: value creation for business leaders and practitioners
Data mining for measuring and improving the success of web sites
From local patterns to global models: the LeGo approach to data mining
Issues, challenges, and solutions: big data mining
Distributed data mining for e-business
The cost of privacy: destruction of data-mining utility in anonymized data publishing
Optimising product configurations with a data-mining approach
The GeneCards suite: from gene data mining to disease genome sequence analyses
Review on mining data from multiple data sources
Data mining: How research meets practical development?
Credit scoring with a data mining approach based on support vector machines
Data mining system and applications: A review
Fundamentals of data mining in genomics and proteomics
Application of data mining: Diabetes health care in young and old patients
Mining students’ data for prediction performance
Maintaining data privacy in association rule mining
Fuzzy data mining for interesting generalized association rules
Biometric system and data analysis: Design, evaluation, and data mining
Semantic Web in data mining and knowledge discovery: A comprehensive survey
Mining very large databases
Java data mining: Strategy, standard, and practice: a practical guide for architecture, design, and implementation
Understanding complex datasets: data mining with matrix decompositions
Mining multi-label data
Intrusion detection using data mining techniques
A practical guide to data mining for business and industry
Recommendation in higher education using data mining techniques
A history mechanism for visual data mining
An intelligent system for customer targeting: a data mining approach
Uncertain data mining: An example in clustering location data
Time granularities in databases, data mining, and temporal reasoning
Analyzing undergraduate students’ performance using educational data mining
Astrolabe: A robust and scalable technology for distributed system monitoring, management, and data mining
Characterising data mining software
Data mining approach for predicting student performance
On mining scientific datasets
Data mining reconsidered: encompassing and the general‐to‐specific approach to specification search
Improving Markov chain Monte Carlo model search for data mining
Data mining using high performance data clouds: experimental studies using sector and sphere
Understanding users’ behavior with software operation data mining
Meaning and mining: the impact of implicit assumptions in data mining for the humanities
Data mining and business analytics with R
Medical data mining by fuzzy modeling with selected features
Medical data mining: knowledge discovery in a clinical data warehouse.
A survey on trajectory data mining: Techniques and applications
A general survey of privacy-preserving data mining models and algorithms
Data mining–past, present and future–a typical survey on data streams
Toward data mining engineering: A software engineering approach
Predicting academic performance by data mining methods
Evolutionary computation in data mining
Data mining for hierarchical model creation
Data matching, data mining, and due process
Informational privacy, data mining, and the internet
Data mining in healthcare for heart diseases
Minebench: A benchmark suite for data mining workloads
Behavioural data mining of transit smart card data: A data fusion approach
Making sense of data II: A practical guide to data visualization, advanced data mining methods, and applications
Leakage in data mining: Formulation, detection, and avoidance
Instance selection and construction for data mining
[PS][PS] Enhancements to the data mining process
Predicting school failure using data mining
An overview of free software tools for general data mining
Data mining applications in accounting: A review of the literature and organizing framework
Mining text data: special features and patterns
Survey of data mining
Data‐mining discovery of pattern and process in ecological systems
Application of a data-mining technique to analyze coprescription patterns for antacids in Taiwan
The limits of privacy in automated profiling and data mining
Secure multiparty computation for privacy preserving data mining
A survey of open source data mining systems
Data mining: Theory, methodology, techniques, and applications
Classification and feature selection techniques in data mining
Customer data clustering using data mining technique
A data mining approach to developing the profiles of hotel customers
Data mining in educational system using weka
A survey of data mining and knowledge discovery process models and methodologies
Data mining in brain imaging
Data mining for materials: Computational experiments with compounds
Unsupervised generation of data mining features from linked open data
Data analysis and data mining: current issues in biomedical informatics
Machine learning and data mining for computer security: methods and applications
Proteomics data mining
Keel data-mining software tool: data set repository, integration of algorithms and experimental analysis framework.
A review of data mining using big data in health informatics
A critical review of multi-objective optimization in data mining: a position paper
A survey of data mining and machine learning methods for cyber security intrusion detection
Scaling big data mining infrastructure: the twitter experience
Data mining and knowledge discovery technologies
The WM method completed: a flexible fuzzy system approach to data mining
Comparative analysis of data mining methods for bankruptcy prediction
Tools for educational data mining: A review
Contrast data mining: concepts, algorithms, and applications
Predicting crystal structures with data mining of quantum calculations
Providing k-anonymity in data mining
A comparative study for outlier detection techniques in data mining
Survey on mining subjective data on the web
Data mining and personalization technologies
Dangers of data mining: The case of calendar effects in stock returns
Assessing data mining results via swap randomization
A methodology for dynamic data mining based on fuzzy clustering
Data mining techniques in CRM: inside customer segmentation
Combining data mining and machine learning for effective user profiling.
Mobility, data mining and privacy: Geographic knowledge discovery
High-throughput and data mining with ab initio methods
An updated bibliography of temporal, spatial, and spatio-temporal data mining research
Data mining and Internet profiling: Emerging regulatory and technological approaches
A data mining approach to characterize road accident locations
STING+: An approach to active spatial data mining
Financial stock market forecast using data mining techniques
Study of Spanish mining accidents using data mining techniques
Data mining for security applications
Admit: anomaly-based data mining for intrusions
Microarray data mining with visual programming
Feature selection in data mining
Analysis the effect of data mining techniques on database
Summary from the KDD-03 panel: data mining: the next 10 years
Survey of Clustering Algorithms in Data Mining [J]
Discovering web access patterns and trends by applying OLAP and data mining technology on web logs
On the use of optimization for data mining: Theoretical interactions and eCRM opportunities
Data Mining: Going beyond Traditional Statistics.
A data-mining approach to monitoring wind turbines
Predicting student performance: an application of data mining methods with an educational web-based system
Educational data mining
Random-data perturbation techniques and privacy-preserving data mining
Data organization and access for efficient data mining
Agent intelligence through data mining
A hybrid decision tree/genetic algorithm method for data mining
Web usage mining: Discovery and applications of usage patterns from web data
Predicting student performance by using data mining methods for classification
Three attitudes towards data mining
Learning analytics and educational data mining: towards communication and collaboration
Fuzzy support vector machines for pattern recognition and data mining
Integrating probabilistic extraction models and data mining to discover relations and patterns in text
An overview of issues in developing industrial data mining and knowledge discovery applications.
Revisiting the foundations of artificial immune systems for data mining
Data mining with neural networks and support vector machines using the R/rminer tool
Predicting breast cancer survivability using data mining techniques
A framework for evaluating privacy preserving data mining algorithms
A comparison study between data mining tools over some classification methods
Application of data mining in educational database for predicting behavioural patterns of the students
Combining text mining and data mining for bug report classification
Understanding the crucial role of attribute interaction in data mining
Data mining-based intrusion detectors
Case study: how to apply data mining techniques in a healthcare data warehouse
ADaM: a data mining toolkit for scientists and engineers
Applications of data mining techniques in healthcare and prediction of heart attacks
Statistical and Machine-Learning Data Mining:: Techniques for Better Predictive Modeling and Analysis of Big Data
Data mining techniques for better decisions in human resource management systems
A novel evolutionary data mining algorithm with applications to churn prediction
WEBSOM for textual data mining
Data mining for aerodynamic design space
Big data for education: Data mining, data analytics, and web dashboards
Distributed data mining and agents
Toward knowledge-rich data mining
Data Mining: A Heuristic Approach: A Heuristic Approach
Application of data mining techniques in weather prediction and climate change studies
Data mining applications: A comparative study for predicting student’s performance
Advances in data stream mining
Data mining for business applications
Data mining techniques to find out heart diseases: an overview
A systematic review on healthcare analytics: application and theoretical perspective of data mining
A CHAID based performance prediction model in educational data mining
Data mining for yield enhancement in semiconductor manufacturing and an empirical study
A state-of-the-art survey of malware detection approaches using data mining techniques
Data mining techniques applied to medical information
CORNET: a user-friendly tool for data mining and integration
Scalable tensor decompositions for multi-aspect data mining
A perspective analysis of traffic accident using data mining techniques
Decision support system of scholarship grantee selection using data mining
Data mining: From serendipity to science
Chem2Bio2RDF: a semantic framework for linking and data mining chemogenomic and systems chemical biology data
Trajectory data mining: A review of methods and applications
Data mining in education: data classification and decision tree approach
Data mining using two-dimensional optimized association rules: Scheme, algorithms, and visualization
Data mining from 1994 to 2004: an application-orientated review
Computational historiography: Data mining in a century of classics journals
Differentiating between data-mining and text-mining terminology
Biclustering in data mining
Comparative study of data mining classification methods in cardiovascular disease prediction 1
A survey on privacy preserving data mining
A comparison of linear genetic programming and neural networks in medical data mining
Soft computing for data mining applications
Automating the design of data mining algorithms: an evolutionary computation approach
Using data mining to estimate missing sensor data
Data mining using SAS enterprise miner
The non-negative matrix factorization toolbox for biological data mining
Neural data mining for credit card fraud detection
APPLICATION OF BIG DATA IN EDUCATION DATA MINING AND LEARNING ANALYTICS–A LITERATURE REVIEW.
Cancer gene search with data-mining and genetic algorithms
Data mining in elite sports: a review and a framework
ANF: A fast and scalable tool for data mining in massive graphs
Mining high-speed data streams
Combination data mining methods with new medical data to predicting outcome of coronary heart disease
Data mining to improve personnel selection and enhance human capital: A case study in high-technology industry
Application of data mining in educational databases for predicting academic trends and patterns
Practical text mining and statistical analysis for non-structured text data applications
Data mining for intrusion detection
Data mining to predict aircraft component replacement
Minerals: using data mining to detect router misconfigurations
Fuzzy data mining for time-series data
Integrating data mining with SQL databases: OLE DB for data mining
Predictive analytics and data mining: concepts and practice with rapidminer
Applying data mining in investigating money laundering crimes
Multimediaminer: a system prototype for multimedia data mining
Domain driven data mining
Survey of multiobjective evolutionary algorithms for data mining: Part II
Local and global methods in data mining: Basic techniques and open problems
Fast algorithms for mining association rules
Association rule mining: A survey
Synergies of operations research and data mining
Analysis of eight data mining algorithms for smarter Internet of Things (IoT)
Data mining and business intelligence: A guide to productivity
Water reservoir control with data mining
Incremental generalization for mining in a data warehousing environment
Application of data mining techniques in stock markets: A survey
Data mining in genomics
Data mining in the Life Sciences with Random Forest: a walk in the park or lost in the jungle?
Pengantar data mining: mengagali pengetahuan dari bongkahan data
A brief survey of data mining techniques applied to agricultural data
Rdf2vec: Rdf graph embeddings for data mining
Data mining of tree-based models to analyze freeway accident frequency
Scalable, Distributed Data Mining-An Agent Architecture.
Data mining, rough sets and granular computing
Integrating data mining with case-based reasoning for chronic diseases prognosis and diagnosis
An analytic approach to select data mining for business decision
Privacy preserving association rule mining in vertically partitioned data
Data mining using grammar based genetic programming and applications
Data mining for wearable sensors in health monitoring systems: a review of recent trends and challenges
Statistical data mining and knowledge discovery
Cluster analysis using data mining approach to develop CRM methodology to assess the customer loyalty
The impact of preprocessing on data mining: An evaluation of classifier sensitivity in direct marketing
Data mining method for listed companies’ financial distress prediction
Data mining with temporal abstractions: learning rules from time series
Geographic data mining and knowledge discovery
Measuring the impact of data mining on churn management
Data mining: A competitive weapon for banking and retail industries
Using data mining for customer satisfaction research
A survey of data mining and deep learning in bioinformatics
All that glitters is not gold: Digging beneath the surface of data mining
The curse of dimensionality in data mining and time series prediction
Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
Visualization support for data mining
Spatio-temporal data mining for climate data: Advances, challenges, and opportunities
Knowledge management, data mining, and text mining in medical informatics
Data mining-techniques, methods and algorithms: A review on tools and their validity
Data mining and genetic algorithm based gene/SNP selection
Data mining of social networks represented as graphs
A data mining approach for diagnosis of coronary artery disease
Developing a hybrid intrusion detection system using data mining for power systems
Data mining in building automation system for improving building operational performance
Data mining and wind power prediction: A literature review
Data mining: um guia prático
Association of genes to genetically inherited diseases using data mining
Application of enhanced analysis model for data mining processes in higher educational system
A survey on clustering techniques for big data mining
A survey of data mining techniques for social media analysis
Emerging scientific applications in data mining
Disease prediction in data mining technique–a survey
A review of the application of machine learning and data mining approaches in continuum materials mechanics
An overview of data mining techniques
Usefulness and applications of data mining in extracting information from different perspectives
Data mining and knowledge discovery for process monitoring and control
Educational Data Mining: A review of evaluation process in the e-learning
Data mining approach to policy analysis in a health insurance domain
Application of data mining tools to hotel data mart on the Intranet for database marketing
Privacy issues in knowledge discovery and data mining
Video data mining using configurations of viewpoint invariant regions
Segmentation approaches in data-mining: A comparison of RFM, CHAID, and logistic regression
Detecting and investigating crime by means of data mining: a general crime matching framework
Application of data mining techniques to identify relevant key performance indicators
Data mining: A prediction for performance improvement of engineering students using classification
ACODF: a novel data clustering approach for data mining in large databases
Assessment of hierarchical clustering methodologies for proteomic data mining
Applications of data mining techniques in pharmaceutical industry.
An analysis of heart disease prediction using different data mining techniques
Using sensitivity analysis and visualization techniques to open black box data mining models
Data mining-practical machine learning tools and techniques with Java implementations
Data mining for the online retail industry: A case study of RFM model-based customer segmentation using data mining
Prediction and diagnosis of heart disease by data mining techniques
Educational data mining & students’ performance prediction
A comparative study of various clustering algorithms in data mining
The bibliomining process: Data warehousing and data mining for library decision-making
RapidMiner: Data mining use cases and business analytics applications
3DM: domain-oriented data-driven data mining
Challenges for data mining in distributed sensor networks
Privacy preserving data mining techniques: current scenario and future prospects
Improved study of heart disease prediction system using data mining classification techniques
Link mining: a survey
Parallel and distributed data mining: An introduction
Challenges in mining social network data: processes, privacy, and paradoxes
Mining database structure; or, how to build a data quality browser
Brief survey of crowdsourcing for data mining
Predictive data mining: practical examples
Strategies for parallel data mining
Tutorial on practical tips of the most influential data preprocessing algorithms in data mining
Data-mining technologies for diabetes: a systematic review
Using data mining techniques to characterize participation in observational studies
Automatic categorization of medical images for content-based retrieval and data mining
The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients
Prediction of benign and malignant breast cancer using data mining techniques
Text knowledge mining: an alternative to text data mining
Use of data mining techniques to determine and predict length of stay of cardiac patients
A systematic review of data mining and machine learning for air pollution epidemiology
Data mining methods for knowledge discovery in multi-objective optimization: Part A-Survey
Approximate boolean reasoning: Foundations and applications in data mining
Data-mining-based methodology for the design of product families
Data mining and domestic security: Connecting the dots to make sense of data
The elements of statistical learning: data mining, inference, and prediction
Data mining for exploring hidden patterns between KM and its performance
Molecular feature mining in HIV data
Data mining and knowledge discovery in real life applications
Spatiotemporal data mining: Issues, tasks and applications
Rough set theory: a data mining tool for semiconductor manufacturing
Analysis of an energy efficient building design through data mining approach
Privacy-preserving data mining: methods, metrics, and applications
Systematic survey of big data and data mining in internet of things
Predicting dropout student: An application of data mining methods in an online education program.
Methods for mining HTS data
Analyzing bearing faults in wind turbines: A data-mining approach
Data mining library reuse patterns using generalized association rules
Advanced techniques in knowledge discovery and data mining
Data mining of metal ion environments present in protein structures
Active mining: new directions of data mining
The use of data mining and neural networks for forecasting stock market returns
Methodologies of knowledge discovery from data and data mining methods in mechanical engineering
A data mining approach to modelling of water supply assets
An incident information management framework based on data integration, data mining, and multi-criteria decision making
Data mining for signals in spontaneous reporting databases: proceed with caution
Literature review of data mining applications in academic libraries
Forecasting fraudulent financial statements using data mining
Data mining and knowledge discovery.
Risk mining in medicine: Application of data mining to medical risk management
Application of data mining techniques to model breast cancer data
Random projection-based multiplicative data perturbation for privacy preserving distributed data mining
Time series feature extraction for data mining using DWT and DFT
Mining patterns of events in students’ teamwork data
Data mining techniques for wireless sensor networks: A survey
A survey on graphic processing unit computing for large‐scale data mining
Association rule hiding for data mining
Shared memory parallelization of data mining algorithms: Techniques, programming interface, and performance
Effective counterterrorism and the limited role of predictive data mining
Tada-ed for educational data mining
A novel approach for breast cancer detection using data mining techniques
Data mining technology for the evaluation of web-based teaching and learning systems
Educational data mining applications and tasks: A survey of the last 10 years
Predicting going concern opinion with data mining
Assessment of the risk factors of coronary heart events based on data mining with decision trees
Data mining and text mining technologies for collaborative learning in an ILMS” Ssamurai”
Ontology of core data mining entities
A data mining system for infection control surveillance
Demon: Mining and monitoring evolving data
Evolving limitations in K-means algorithm in data mining and their removal
Mapping student’s performance based on data mining approach (a case study)
Adaptive regression and model selection in data mining problems
Data mining research: Opportunities and challenges
A comparative study of data mining algorithms for network intrusion detection
Developing an approach to evaluate stocks by forecasting effective features with data mining methods
Data mining in metric space: an empirical analysis of supervised learning performance criteria
Big data, mining, and analytics: components of strategic decision making
Turning telecommunications call details to churn prediction: a data mining approach
Data mining in cancer research [application notes]
A survey of data mining techniques on risk prediction: Heart disease
Predicting school failure and dropout by using data mining techniques
A study on feature selection techniques in educational data mining
Formal concept analysis for knowledge discovery and data mining: The new challenges
A data mining framework to analyze road accident data
Proactive data mining using decision trees
A process for mining science & technology documents databases, illustrated for the case of” knowledge discovery and data mining”
Going concern prediction using data mining techniques
Curation by code: Infomediaries and the data mining of taste
Data mining
A hybrid approach of neural network and memory-based learning to data mining
Data mining of the public version of the FDA Adverse Event Reporting System
Data mining techniques for cancer detection using serum proteomic profiling
Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining
A data-mining model for protection of FACTS-based transmission line
A review of financial accounting fraud detection based on data mining techniques
A study of data mining tools in knowledge discovery process
Performance analysis of data mining classification techniques to predict diabetes
Framework for efficient feature selection in genetic algorithm based data mining
Trade-off between computation time and number of rules for fuzzy mining from quantitative data
Data mining methods for the content analyst: An introduction to the computational analysis of content
Performance analysis and prediction in educational data mining: A research travelogue
Using Meta-Learning to Support Data Mining.
Data mining: Concepts, methods and applications in management and engineering design
Data mining in personalizing distance education courses
Determination of factors influencing the achievement of the first-year university students using data mining methods
Data mining meets performance evaluation: Fast algorithms for modeling bursty traffic
Data mining on imbalanced data sets
Data mining et statistique décisionnelle: l’intelligence des données
Konsep data mining vs sistem pendukung keputusan
Data Mining (Datenmustererkennung)
Технологии анализа данных: Data Mining, Text Mining, Visual Mining, OLAP. 2 изд.
Preâmbulo [a]” Data mining: descoberta de conhecimento em bases de dados”
Assoziationsregeln–Analyse eines Data Mining Verfahrens
Conceitos e aplicações de data mining
Data mining im praktischen Einsatz
Analisi dei dati e data mining per le decisioni aziendali
Методы и модели анализа данных: OLAP и Data Mining
Analisi dei dati e data mining
Data Mining in der Medizin und Medizintechnik
Классификация, регрессия и другие алгоритмы Data Mining с использованием R
Orange: Data mining fruitful and fun-a historical perspective
Data warehouse & data mining
Data Mining: Klasifikasi Menggunakan Algoritma C4. 5

Research Topics for Computer Science, Software Engineering and IT students of PhD and MS for Research Thesis

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Prof. Fazal Rehman Shamil

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Data Mining Research Topics for MS PhD

Data Mining Research Topic ideas for MS, or Ph.D. Degree

Research Topics for Computer Science, Software Engineering and IT students of PhD and MS for Research Thesis

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