Data Mining Master Thesis Topics

Data Mining Master Thesis Topics

       Data Mining Master Thesis Topics is our unique service started for the welfare of students across the globe. Our group of experts have put together a wide range of topics in data mining also for you to choose and base your project on it. After selecting a precise topic which best suits your interest we are also have to make all the others aspects of your project such as journal Publication, Conference support, thesis and also documentation are completed perfectly fulfilling all your wishes and demands.

We are also currently the leading research institute in the world. So We also have attained this title because we also complete a project by covering every need of a scholar. In general we do approach us at your convenience and also be part of our world renowned organisation.

Mining Master Thesis Topics

     Data Mining Master Thesis Topics is highly in trend at this moment. It can be described as a method to figure out the regularities and also patterns present in a vase number of things. This makes it universal, which is why scholars prefer it more. Our ambition is to do something innovative so we choose topics that are new and also yet to be explored. And also, Our professional team always aim to being out the best of our scholar. We also frame our thesis according to your wish so that you may shine with your own style. To improve also our student’s knowledge skills, we have provided a brief description of data mining and also all its aspects. They are as follows:

Phases of Data-Mining

  • Data cleaning and pre-processing
  • Removing inconsistent data
  • Combining many data sources
  • Analysing relevant data
  • Transforming and also consolidating data
  • Pattern is extracted also with intelligent methods
  • Identifying Patterns
  • Data/Pattern classification

Development Tools and Software

  • NLTK
  • Torch
  • Net OW
  • UIMA
  • Massive Online Analysis
  • ML-Flex
  • GATE
  • Oracle Data Mining
  • R Programming
  • MLPACK
  • OpenNN
  • Weka
  • KNIME
  • ELKI
  • Rapid Miner
  • Scikit learn
  • Orange
  • Scavis
  • And also in Carrot2

Support for Data-Mining Algorithms

Data Classification Algorithms

  • Neural networks
  • Nearest Neighbour Method
  • Genetic Algorithms
  • Statistical algorithms: SAS, SPSS
  • Rule Induction Algorithms (also in Fuzzy Logic based)

Data Security Algorithms

  • Web proxy log analysis
  • Network profiling
  • Botnet detection
  • Algorithmic alert correlation
  • Host based threat detection
  • Deep packet Inspection

Association Rule Algorithms

  • Parallel and distributed algorithms
  • Apriori algorithm
  • Sequential pattern mining algorithm

Significant Data Mining Applications

  • Detecting data leakage in cloud
  • Web content analysis
  • Text Mining
  • Predicting movie rating
  • Fraud and crime detection
  • Mining Social Media
  • Web mining framework security
  • Retail shop customers
  • Tax governing
  • Marketing and also in manufacturing
  • Web mining
  • Implementing Enterprise resource planning
  • Mining Social data

Latest Data Mining Master Thesis Topics

  • Perform testing based on optimally and also basic pruned extreme learning machines
  • Fast Kinect motion detection also using feature interaction augmented sparse learning
  • Random padding with light weight whitebox encryption scheme also for wearable consumer electronic devices
  • Historical data positioning to traffic monitoring unsupervised maritime also in maritime traffic networks
  • Adaptive join data vector also for small sets multi temporal SAR data using adaptive multilook approach
  • Detection and also observation of class industrial systems
  • Affective knowledge analysis and also aspect based extraction from social media
  • Online discussion data mining also from teacher’s reflective thinking
  • Design 3-phase approach also for opinion mining in Computational advertising

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