Data mining research topics in computer science phd topic. Topics in data mining is an attractive field because of its growing. Below is a list of all the phd theses so far recommended by the computer science degree committee to the board of graduate studies for approval which can in some cases mean that there are still corrections to be made before final approval. Master thesis proposal data mining i help to study. Activity sequence modeling and multitargeted clustering for. Data mining dissertation topics data mining dissertation topics are our enhanced service offered to enlighten young minds. By the time you have to start the graduate project on your way towards earning either a masters degree or a phd degree, youre probably so burnt out that you have hard time brainstorming ideas. Department of computer science the use of technology and data analysis within the classroom has been a resourceful tool.
That is why there are plenty of relevant thesis topics in data mining. Bennett, in acm sigir conference on research and development in information retrieval, 2012. List of unique phd thesis topics in computer science. This thesis focuses on the analysis and interpretation of learner activity data in order to provide a basis for reliable conclusions regarding learners individual needs and requirements.
It proposes a general approach to the utilization of activity data in the learner modeling process. The potential of big data is in our ability to provide solutions to business problems, to provide new business opportunities and to facilitate a data driven discovery in science. In this research topics in computer science can also be describe as a wide range of project hub that contains enormous amount of topics. Thesis phd 201101 2011 method chosen by the data miner to build a classi er could make the di erence between an accurate classi er and a useless one, even when the same choice without privacy constraints. You can look at recent proceedings of kdd, icdm, ecmlpkdd, wsdm and other research conferences in this field and see which areas are growing. Active query selection for learning rankers mustafa bilgic and paul n. In this thesis, we will mainly tackle gene expression profiles and dna sequence data. Tools and technologies for mtechphd students help on thesis. Science, national university of singapore, singapore m. Latest research topics in computer science, computer science research proposal writing help, phd research proposal in computer science, recent research ideas in cs, the best phd research proposal for computer science cse and information technologyit. From this perspective, providing effective and efficient algorithms and tools for big data analytics and mining is a fundamental aspect.
A domain specific language and shared data science infrastructure for large scale transportation data analysis, md johirul islam. M tech thesis in data mining b what would be designed for a moment vague made whole data in m tech thesis mining advance is might declare altogether foolish and meaningless. Data mining is an evolving field, with great variety in terminology and methodology. Methods for redescription mining phd thesis semantic scholar. Your thesis should be clearly written and in the format described below. Data mining is the application of sophisticated analysis to large amoun ts of data in order to disco v. Chronic kidney disease prediction on imbalanced data by multilayer perceptron, 2017, ieee, medical data mining 3. Program with a bachelors degree first complete the m. An expert clinical decision support system to predict disease using classification techniques, 2017, ieee, medical data mining 2. Large scale data analytics of user behavior for improving. Computer science theses and dissertations computer science. Thesis phd201101 2011 method chosen by the data miner to build a classi er could make the di erence between an accurate classi er and a useless one, even when the same choice without privacy constraints.
Data mining is still gaining momentum and the players are rapidly changing. The clustering problem is also practically important in many areas like computer vision, machine learning, statistics, database, data mining, psychology, vlsi cad, etc. Latest phd research proposal topics in data mining slogix. Consequently, in order to choose a good topic, one has to consider several aspects regarding the area, techniques, and purpose of the study, starting with the choice between theory and practice, or, perhaps, concentrate on both. Witness generation in existential ctl model checking, chuan jiang. Phd research topics in computer science, and it slogix. Educational data mining and its uses to predict the most prosperous learning environment by lewis adam whitley april, 2018 director of thesis. My promotor will most likely be professor jan van family area bussche. Thesis data were compiled from the yok national thesis database web portal. Mphil thesis in computer science data mining mphil thesis in computer science data mining is our astonishing thesis preparation service to provide wellstandardized thesis for you to accomplish your admirable research. Hes many, many publications on query optimization, data mining and related fields in theoretical it. A mining techniques f or str uctured and semistr uctured d a t a disser t a tion submitted to the dep ar tment of computer science and the committee on gradua te studies of st anf ord university in p ar tial fulfillment of the requirements f. Phd in data science 29 best data science phd programs for 2020.
But, phd programs are heavily research oriented and require a somewhat long term investment of time, money, and energy to obtain. Today data mining is a highly sought after topic as if is an ever fresh domain which offers a possibility to explore and enlighten ourselves. Data mining is one of the most interesting project domains of slogix which will help the students in getting an efficient aerial view of this domain to put it into an effective project. Thesis data were compiled from the yok national thesis. Theses related to data mining and database systems. We are looking for a wellreasoned line of argument, from your initial question, compilation of relevant evidence, setting data in a generaluniversal context, and finally making a judgment based on your analysis. Phd topics in computer science data mining phd topics in computer science data mining is your definitive solution for all your research related issues. In that respect, the thesis bychapter format may be advantageous, particularly for students pursuing a phd in the natural sciences, where the research content of a thesis consists of many discrete experiments. This doctoral thesis introduces query flocks, a general framework over relational data. Data a dissertation submitted to the department of computer science. Srinivasan seshan, cochair vyas sekar, cochair hui zhang peter steenkiste. Big data, analytical data platforms and data science phd and master thesis 9 jul, 2017 a contextual data quality analysis for credit risk management in financial institutions. When it comes to computer science data mining we suggest you to choose weka for data mining as it is platform independent and it posses language portability i.
Data mining and knowledge discovery in databases spatial and multimedia databases deductive and objectoriented databases msc. In this study, we examined 6,834 masters and phd theses conducted on computer science and engineering between 1994 and 20 in turkey. Text mining and social network analysis on computer science. Failure is not possible without extra financial support. Methods for redescription mining phd thesis helda university. Privacy preserving data mining computer science department. Mphil thesis in computer science data mining phd topic. It is the home of important computer science concepts such as data mining. The use of technology and data analysis within the classroom has been.
I have seen many people asking for help in data mining forums and on other websites about how to choose a good thesis topic in data mining therefore, in this this post, i will address this question. Data mining research topics in computer science data mining research topics in computer science is our enlightening service that is meant for the noble development of young minds. Data mining has been increasingly gathering attention in recent years. Clarity is paramount when determining the structurelayout of your dissertation. Considering the amount of reading required and the time it will take to complete the work, your choice should be guided by the following factors. Big data, analytical data platforms and data science phd. Image processing institute for thesis introduction to distributed system design and m. Phd topics in computer science data mining phd topic. This do ctoral thesis in tro duces query flo c ks, a general framew ork o v er relational data that enables the declarativ e form ulation, systematic optimization, and e cien t pro cessing of a large class of mining.
Economics, huazhong university of science and technology, prc a thesis submitted for the degree of doctor of philosophy institute for infocomm research. In computer vision, clustering techniques have been applied to segmenting images or videos 2527,30, categorizing. Great news, my master thesis proposal remains recognized. Great news, my master thesis proposal has been accepted. This is the motivating idea of redescription mining, the data analysis task. Research proposals and thesis in machine learning data. Research proposals and thesis in machine learning data mining. Original doctoral thesis topic ideas in computer science. There are a number of good topics in computer science for project, thesis, and research for m. Peter scott is the time were spent on academics overall. Historically, data science phd programs were one of the main avenues to get a good data related position in academia or industry.
Improved congestion control for packet switched data networks and the internet. Data mining for a webbased educational system by behrouz minaeibidgoli a dissertation submitted to michigan state university in partial fulfillment of the requirements for the degree of doctor of philosophy department of computer science and engineering 2004. Text mining and social network analysis on computer science and engineering theses in turkey. In the field of academics, we need to get rid of obsolete ideas and focus on new innovative topics which are fast spreading their arms among the vast global audience. Data mining involves mining of information from the database and transforming it into more understandable structure. Thesis and research topics in computer science online phdm. I am looking for a thesis to complete my master, i am interested in predictive analytics in marketing, hr, management or financial subject, using data mining application. The role of similarity in detecting feature interaction in software product lines, seyedehzahra khoshmanesh. The choice of topic you make for your phd thesis will determine how easy or difficult the process will be.
He has many, many publications on query optimization, data mining and related fields in theoretical computer science. Pdf text mining and social network analysis on computer. It is also known as knowledge discovery database kdd. The themes and topics of this thesis can be explained through the title. Phd research topic in data mining came into lime light recently due to its prevalent scope. Large scale data analytics of user behavior for improving content delivery athula balachandran cmucs14142 december 2014 school of computer science computer science department carnegie mellon university pittsburgh, pa 152 thesis committee. Where can i find research proposals and research thesis related to data mining machine learning.