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Ph.D project in data mining
Posted by: Tenjiku
Date: April 25, 2012 08:05PM

Hi. I'm a student. I want to do a Ph.D. in data mining but i don't know which topic is interesting. Could you recommend me research topics about data mining? I have heard of doing decision tree but i think that it is too simple. Could you give me a good research topics for doing my phd in data mining????

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Re: Ph.D project in data mining
Posted by: Azrs
Date: April 27, 2012 10:45PM

Tenjiku Wrote:
-------------------------------------------------------
> Hi. I'm a student. I want to do a Ph.D. in data
> mining but i don't know which topic is
> interesting. Could you recommend me research
> topics about data mining? I have heard of doing
> decision tree but i think that it is too simple.
> Could you give me a good research topics for doing
> my phd in data mining????

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Re: Ph.D project in data mining
Posted by: v.kalaivani
Date: August 10, 2017 09:21PM

Hi,I AM GOING TO DO PH.D IN COMPUTER SCIENCE,I M INTEREST IN DATAMINING BUT I DT KNW THE IDEA ABOUT HOW TO SELECT MY THESIS TOPIC, PLS GIVE SOME IDEA ABOUT DATAMINING

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Re: Ph.D project in data mining
Date: August 10, 2017 10:09PM

Here are a few possible topics:
- incremental sequential rule mining
- negative sequential rule mining
- ...

The most important is to find a topic that you like and are interested in. Even if I suggest some topics, you should actually find something that you like by reading recent conferences/journal on data mining.

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Re: Ph.D project in data mining
Posted by: Raja K
Date: October 27, 2017 01:36AM

hi Sir,

I would like to do phd in data mining which can utilized in software development also.

can u suggest the topics please.

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Re: Ph.D project in data mining
Posted by: pradeep
Date: October 20, 2017 08:35PM

Azrs Wrote:
-------------------------------------------------------
> Tenjiku Wrote:
> --------------------------------------------------
> -----
> > Hi. I'm a student. I want to do a Ph.D. in data
> > mining but i don't know which topic is
> > interesting. Could you recommend me research
> > topics about data mining? I have heard of
> doing
> > decision tree but i think that it is too
> simple.
> > Could you give me a good research topics for
> doing
> > my phd in data mining????

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Re: Ph.D project in data mining
Posted by: Dawn
Date: May 07, 2012 07:37PM

Please also tell me good data mining projects.

I would like to make Ph.D. in data mining. maybe clustering research.

It is good topic?

Dawn

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Re: Ph.D project in data mining
Posted by: tisonet
Date: May 07, 2012 11:47PM

I wanna do something but i dont know what.spinning smiley sticking its tongue out Thats funny.

Do you wanna interesting data mining topic?
What about data mining in astronomic data, graphs, multimedia or spatio-temporal data? Thats are good enough topic for get Ph. D. at my univerzity.



Edited 1 time(s). Last edit at 05/07/2012 11:48PM by tisonet.

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Re: Ph.D project in data mining
Date: May 08, 2012 05:45PM

^^

These are some good topics!

Graph mining are a very good topic in my opinion. It may need a little bit more mathematics than some other topics. But it should be interesting. In particular, social network mining is very popular now.

Multimedia is also very promising. For example, mining video stream from camera to detect abnormal behavior, clustering similar music, discovering patterns in satellite pictures....

You could also work on medical data.

Also, temporal data is interesting to discover trends, repetitive patterns, etc. It could be applied for example to stock market data, etc.

Good luck!

Phil



Edited 1 time(s). Last edit at 05/08/2012 05:46PM by webmasterphilfv.

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Re: Ph.D project in data mining
Posted by: Sam
Date: June 24, 2012 04:50AM

I ALSO WANT TO DO A PHD.

PLEASE GIVE ME A TOPIC RELATED TO SECURITY, NETWORK AND DATA MINING.

I'M CERTIFIED CISCO AND PHP AND JAVA PROGRAMMER.

SAM

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Re: Ph.D project in data mining
Posted by: Hareesh Dharmapuri
Date: January 09, 2013 12:53AM

Hello Sir,
I want to do Ph.D in data Mining.
So kindly help me in choosing research topic in data mining

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Re: Ph.D project in data mining
Posted by: prakash
Date: January 09, 2013 04:16PM

Hello Sir,
I want to do Ph.D in data Mining.
So kindly help me in choosing research topic in data mining

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Re: Ph.D project in data mining
Date: January 09, 2013 06:33PM

Hi,

There are a lot of topics.

In data mining, one topic would be to work on sequential pattern mining. There are some algorithms to discover patterns that appears in sequences. However, these algorithms could be improved or alternative algorithms could be made that provide different functionnalities. For example, I have been working on sequential rule mining algorithms. I did not see any algorithms for mining uncertain sequential rules from uncertain data or fuzzy data. This could be an interesting topic.

There are also many other topics such as social network mining (a popular topic), etc.

A good way to find a topic is to read papers from recent data mining conferences or to read a general book on data mining, to see what kind of topics you like.

But more importantly, if you have a Ph.D supervisor, he should be able to give you some advices on finding a topic. I think that it should be his job to help you do that ;-)

Hope this helps,

Philippe



Edited 1 time(s). Last edit at 01/09/2013 06:34PM by webmasterphilfv.

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Re: Ph.D project in data mining
Posted by: Dvijesh88
Date: March 25, 2013 07:52PM

one more thing sir...
can we make new branch with combine of two different filed of data mining. just like hybrid

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Re: Ph.D project in data mining
Date: March 26, 2013 08:14AM

Yes

For example, I have read a paper recently on association rule hiding by using genetic algorithms. So it combines association rule mining and genetic algorithms in AI.

But if you combine two fields, the project has to make sense as whole. There should be a reason why you combine.

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Re: Ph.D project in data mining
Posted by: saravana
Date: September 18, 2013 09:25PM

hello sir,
i am doing doing a pg project..in that i have to do data mining using assocation rule on encrypted database without providing key.....(actually this mining is done on 3rd party service provider)....how can i do this...can u please help me....

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Re: Ph.D project in data mining
Date: September 19, 2013 08:07AM

I answered you in the other thread.

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Re: Ph.D project in data mining
Posted by: gurpreet kaur
Date: October 15, 2013 10:37AM

please suggest me topics on privacy prevention in data mining

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Re: Ph.D project in data mining
Date: October 15, 2013 11:53AM

I don't know much about this subfield of data mining. To find a good topic, I recommend to read recent papers about this topic to see what has been done and what is popular.

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Re: Ph.D project in data mining
Posted by: Bhaskar Seth
Date: November 02, 2015 12:52AM

sir,plz give me suggest topic of data mining in phd,i am confus that how to implement data mining work,plz suggest any idea regarding topic or any kind of of topic regarding computer science,already i am late for selecting topic

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Re: Ph.D project in data mining
Posted by: jyoti
Date: January 28, 2016 06:54AM

I have just completed my course work, my area of interest is "data mining".please suggest me some interesting and good topic for research in mining. please reply as soon as poosible.

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Re: Ph.D project in data mining
Date: January 28, 2016 08:21AM

You could do multi-level sequential rule mining. I think that nobody has done that yet. The goal would be to combine sequential rule mining with the topic of multi-level association rule mining to define a new topic of multi-level sequential rule mining.

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Re: Ph.D project in data mining
Posted by: Dalton
Date: February 09, 2016 11:50PM

Hi,
I am PhD Candidate who recently completed his course work. I am interested in researching on multiclass classification. Should I approach my research through enhancing algorithms through coding or perhaps improve on performance of the algorithms using some tools like WEKA. My final goal is to test the algorithm performance on Tumor dataset with 21 classes (types of primary tumors).

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Re: Ph.D project in data mining
Date: February 12, 2016 04:50AM

Hi,

I think it depends what you like and what kind of Ph.D program you are doing. If you are doing a Ph.D in computer science, I recommend to do some coding and perhaps design some new algorithms. It may be hard to build a new classifier that is better than the existing classifier, but a possibility could be to extend the classifier to be able to handle something particular about your data, that existing classifier are not designed to handle. That could be interesting. Another possibility could be to combine the classifiers with other techniques (don't know exactly what) that would make sense for your problem. I think that there are many possibilities depending on your strengths and what you like. But make sure that it is original enough for a PhD, and it is a research problem.

Best regards,

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Re: Ph.D project in data mining
Posted by: Gopal Shah
Date: March 12, 2013 01:27AM

Sir,I am Msc(Statistics),PGDCA,MSC(IT),I want to do PHD in Data Mining with using Statistics subject (Correlation,Regression major ).Please give me proper title.

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Re: Ph.D project in data mining
Date: March 26, 2013 08:15AM

Hi, I have written an article about how to choose a good thesis topic. You could start by reading this:

http://data-mining.philippe-fournier-viger.com/how-to-choose-a-thesis-topic-in-data-mining/

Philippe

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Re: Ph.D project in data mining
Posted by: san
Date: February 15, 2016 09:11PM

hi
i want to select good title for my p.hd thesis with data mining please help me .

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Re: Ph.D project in data mining
Posted by: Anu
Date: April 19, 2013 12:11AM

Hi

How can i get articles related to the dataming

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Re: Ph.D project in data mining
Date: April 19, 2013 04:11AM

You can search in Google Scholar : http://scholar.google.com

or

Microsoft Academic Search : http://academic.research.microsoft.com/

or search on Google.

You will find a lot of PDF files on the internet. You need to search with the appropriate keywords. For example, if you are interested in asssociation rule mining, then you search "association rule mining". If you are interested in neural networks, then you search "neural networks", etc...

Best,

Philippe

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Re: Ph.D project in data mining
Posted by: Kavitha S
Date: April 30, 2013 09:19PM

I want to do phd in data mining , can you suggest some of title to me

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Re: Ph.D project in data mining
Posted by: Geetha Baskaran
Date: May 08, 2013 08:15PM

Dear friends

Hai, I need a Ph.D project title in data mining particularly in classification algorithms. Kindly suggest some titles.

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Re: Ph.D project in data mining
Date: May 10, 2013 04:16AM

Classification of medical images ?

Classification of e-learning data?

I mean, classification is a very broad topic that includes a lot of techniques such as neural networks, decision trees, bayes classifiers, SVM, etc. I think you would need to read about it to select a topic that you like.

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Re: Ph.D project in data mining
Posted by: rema
Date: July 13, 2013 09:24AM

I would like to know some phd topics in data mining

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Re: Ph.D project in data mining
Date: July 19, 2013 04:42AM

Data mining is a very broad field. Do you have any particular interests in some subfields of data mining?

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Project ideas/topics in data mining
Posted by: Ghanshyam Dhomse
Date: July 22, 2013 12:50AM

Dear Sir,
please send me the data mining project topics 2013 for PG Work.

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Re: Project ideas/topics in data mining
Date: July 22, 2013 05:32AM

what is PG?

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Ph.D in data mining
Posted by: Rita
Date: July 26, 2013 02:31AM

hello sir

suggest me research topic on data mining and also topic which inlvolve mathematic and datamining

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Re: Ph.D in data mining
Date: July 26, 2013 04:36AM

Hi,

If you have no idea at all what you want to do in data mining, than you could start by reading this:

How to choose a thesis topic in data mining.

Philippe

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Re: Ph.D project in data mining
Posted by: emo
Date: June 12, 2017 03:50AM

hi
I am interest to do my PhD in educational data mining.
please help me to find a good topic

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Re: Ph.D project in data mining
Date: June 12, 2017 07:08AM

You may start by reading recent papers in top conferences and journal related to educational data mining such as AIED, ITS (Intelligent tutoring Systems), EC-TEL, ICALT, etc.

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Re: Ph.D project in data mining
Posted by: Dvijesh88
Date: August 03, 2013 03:29AM

Hi philippe,


How are you?


i recently know one topic and it was visualization of big data. may be this thing can be use i data mining to handle big data. am i right?

can we do that?

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Re: Ph.D project in data mining
Date: August 03, 2013 03:32AM

Hi Dvijesh,

I'm going well. Hope that you are too.

I think that visualization is a good topic. Many data mining researchers focuses on algorithms. But developping good way to visualize and interactively explore the data is important. For big data, it is also important to be able to explore the data. And it is more challenging because of the volume of data.

So I think that it is an interesting topic!

Best,

Philippe

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Re: Ph.D project in data mining
Posted by: Dvijesh88
Date: August 05, 2013 07:55AM

Yes dear sir,

I am fine as well.

That what exactly i think about the data visualization. it can be interesting topic. because now a days i think most of researchers are facing problem when their algorithm work with big data.

we are always saying that now a day memory is not a big problem. we have memory in TB. but we always forgot that at the same time the size of data also increase. so memory problem is still there.

also virtualization of bog data also can be future field. i don't know about this.

any way those who want to do Phd they can also try to combine cloud and data mining. it may be future field of data mining and research already started on that.

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Ph.D project in data mining
Posted by: Joseph
Date: August 21, 2013 06:21AM

Hi
Please help me to find topics for ph.d in data mining

i dont know which topics to chhoose

my friend sugest me to do in finger print
but i dont know how and where to start

pls

thnk you

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Re: Ph.D project in data mining
Date: August 21, 2013 07:44AM

If you are interested by fingerprints, then I would suggest to do a literature review on this topic by using a website like Google Scholar. By checking the articles published on this topic, then you can see what has been done and what are the limitations of current research on this topic, to know what you could do.

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Re: Ph.D project in data mining
Posted by: saravana sai
Date: August 21, 2013 12:05AM

Hello sir,
in my project..i have to outsource my data to a third party server...i do it by encrypting data..after encrption i need to cluster the data item and then have to outsource....can u suggets me any tools and algo to do this encrpt and clustering??

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Re: Ph.D project in data mining
Date: August 21, 2013 05:04AM

I think that it depends on the programming language that you use.

If you use a language like Java, there is some classes for encryption that are provided by Java. See here: http://stackoverflow.com/questions/4319496/how-to-encrypt-and-decrypt-data-in-java

If you use another language, then you would need to search a little bit to find what can be used.

For clustering, it depends what kind of clustering you want to do? You want to use KMeans? DBScan? some other popular algorithms? Actually there is a wide range of clustering algorithms. Personnally, I only have the source code of KMeans as part of my SPMF software. But there is some software that are specialised in clustering that you can probably find on the web that would provide more algorithms. Also, again, it depends on the programming language that you want to use.

Best,

Philippe

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data mining
Posted by: Anju
Date: August 04, 2013 01:01AM

Hello Sir Hows U?
i am Student of MTech(CSE) and i want to do research on Data mining and mine interested SubField is web usage Mining and Social Network Mining .can u suugest me some good topics for these area????

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doubt in my project
Posted by: saravana sai
Date: August 05, 2013 06:10AM

hello sir,
i do my pg project on data mining...in that proj..i have to outsource my data to a third party server..while doing so..how can i prevent that server from getting details about frequency item set?? can u help me??

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Re: doubt in my project
Date: August 05, 2013 06:33AM

Can you encrypt your data?

If no, you could have a look at the topic of itemset hiding and association hiding (to hide some sensitive itemsets or association rules that you don't want other people to see in your data). There are some algorithms to do that.

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Re: Ph.D project in data mining
Posted by: Dvijesh88
Date: August 22, 2013 06:58AM

For those who want to do data mining
First of all select your sub area as data mining is really big area.

Data visualization
data virtualization of big data
web mining (many sub area also in this field)
social networking mining

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Re: Ph.D project in data mining
Posted by: ramianan
Date: September 03, 2013 05:44AM

sir,
I want to do PHD thesis in Data mining, related to (ETL)
Extract Transform Loading. can you help me to find the exact topic.

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Re: Ph.D project in data mining
Date: September 03, 2013 08:32AM

I don't know this topic. Maybe someone else can provide some help or ideas.

Philippe

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Re: Ph.D project in data mining
Posted by: John
Date: September 25, 2013 05:52PM

I would like to do a Ph.D. about mining trends in social networks. But I'm not sure where to start. There are so many research papers online and I don't know if i can read all of them. Please give me advices.

John

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Re: Ph.D project in data mining
Posted by: Dvijesh88
Date: October 19, 2013 05:09AM

Hello dear,

I think you just first read the summary paper on social network mining. there are reason behind that

1 ) you will find basic information and its reference paper (By citation)
2 ) you will get its sub-field regarding this area and than try to find out the paper which are citated in that paper.

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Re: Ph.D project i need
Posted by: uma
Date: October 27, 2013 01:18AM

I'm doing Ph.D. in web usage mining .I don know how to write a thesis and choose an algorithm for this..Don't know how 2 implement .. There are so many research papers in online and I don't know if i can read all of them. Please give me advices and help me.....

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Re: Ph.D project in data mining
Posted by: Bah
Date: November 08, 2013 02:44AM

I want to apply DBSCAN to car trafic data to detect vehicle clusters.

Do you think it is a good idea?

Anyone has experience on this topic so we could collaborate?

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: Ph.D project in data mining
Posted by: satish bhadane
Date: December 05, 2013 10:36PM

RESPECTED SIR,
PLEASE SUGGEST THE WHICH method of data mining used for pscological data analysis...............

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Re: : Ph.D project in data mining
Date: December 06, 2013 06:03AM

I think that you need to define more clearly what is "psychological data" and what is the "data analysis" tasks that you want to do with this data.

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Re: : Ph.D project in data mining
Posted by: Dvijesh88
Date: December 10, 2013 05:27AM

Hey sir,

what do you think about temporal mining or Spatio-temporal mining?

i also like your suggestion for multimedia mining which is some what connected with stream mining.

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Re: : Ph.D project in data mining
Date: December 12, 2013 12:25PM

In general, when considering time and spatial data, a given problem may be more challenging than when we do not consider it, so i think that these are interesting problems.

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Re: : Ph.D project in data mining
Posted by: Shilpa
Date: March 14, 2014 12:30AM

Respected sir,

i would like to know some latest PHD topics in web mining...specifically for search engines.

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Re: Ph.D project in data mining
Posted by: Ramji Mishra
Date: March 20, 2014 06:04AM

Hi, I am student my research topic is " design Algorithm for information Communication Through Data Mining"
my question is how I can link the term "Information", "Communication" and " Data Mining"?

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Re: Ph.D project in data mining
Date: March 20, 2014 09:46AM

The title of this topic is very abstract.

Information can mean any kind of information.

Data mining means to examinate some information to discover some new and useful information.

Communication means to communicate some information...

So this is very general.

How to link these topics? You could record some information that is communicated (for example on internet) and perform data mining on it.

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Re: Ph.D project in data mining
Posted by: subrahmanyam.nandigam
Date: April 22, 2014 01:22AM

Hi,

Very interesting,i thought you prepared information on information ,communication and data mining. For data manining we are having good sofwares are available in the market. Suppose you want connect information with communication first we find out which are softwares are available.

In data mining what a we are doing ,extract the data and after we are analyze the data,after we collect meaningful information for future(predictive) enhancement purpose.

data mining one concept,it is telling what is data mining,advantages and purpose of data mining,but we will see what are the softwares are available in data mining.

Example: SPSS
SAS
both are data mining softwares, u want more informtion collect from the net.

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Retongue sticking out smileyG disertation project in data mining
Posted by: aneri
Date: August 01, 2014 12:06AM

Respected sir,
i am pg(cse) student.
i am interested to do my research in data mining area.
i am also confuse about sub area and research topic of data mining.
so plz give me some guidence about current research topic in data mining.
plz give reply as fast as posible..........
i am waiting for your reply............
thank you

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Re: Retongue sticking out smileyG disertation project in data mining
Date: August 01, 2014 02:48AM

Hi,

I wrote a blog post about how to choose a thesis topic in data mining. You may read it:

http://data-mining.philippe-fournier-viger.com/how-to-choose-a-thesis-topic-in-data-mining/

Basically, it takes times to find a topic. You need to read articles to find out what has been done already.

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Re: Ph.D project in data mining
Posted by: neel
Date: August 17, 2014 10:46PM

hello sir,
I am pg student.Could you please suggest me latest ideas in data mining for project ? I am waiting for your reply.

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Re: Ph.D project in data mining
Posted by: Namita Garg
Date: September 05, 2014 09:26AM

Hello Sir,
I want to do Ph.D in data Mining.
So kindly help me in choosing research topic in data mining.

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Re: Ph.D project in data mining
Date: September 05, 2014 10:15AM

I suggest to read this

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Re: Ph.D project in data mining
Posted by: AP
Date: March 26, 2014 03:58AM

Hi,

I am planning to register for Phd in Data Mining in next 3 or 4 Months.
I gone through basic data mining book(Vipin Kumar) to understand basic algorithms in DM. But, most of the algorithms are based on Machine Learning concepts. Then went and checked in Introductory Machine Learning book to verify how the DM algo is derived from ML. But, again it leads to Linear Algebra and Probability Theory.

So, here my question is, If we want to pursue Phd in Data Mining as CS student, how should we approach towards this?

Should we first focus on the area/idea which want to work on OR should we understand
the core concepts of DM,ML,Linear Algebra, Probability Theory properly.

Could you please explain briefly how should we go about this?
I hope many of the Phd aspirants are in this situation. Please add your suggestions or any links/books/articles etc.

Thanks.

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Re: Ph.D project in data mining
Posted by: Anjali Gaikwad
Date: April 08, 2014 01:26AM

Respected Sir,
For Data Mining Research topic how can we calculate performance and scheduling is there any techniques, if yes wha's that ?

Thanking You

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Re: Ph.D project in data mining
Date: April 08, 2014 04:28AM

Hello,

You would need to do a literature review. I cannot do it for you.

Best,

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Re: Ph.D project in data mining
Posted by: G. Krishna Veni
Date: April 03, 2014 04:08AM

Respected sir,
I am Phd student, i need to do project in data mining
I have no idea about datamining
please suggest me latest inventions in data mining
please suggest the latest datamining techniques and suggest the some new project titles in datamining

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Re: Ph.D project in data mining
Date: April 03, 2014 04:42AM


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Re: Ph.D project in data mining
Posted by: Dvijesh88
Date: September 06, 2014 07:16AM

Hello to every one,

After long time i come over here due to busy scheduled...

any way i find out one of the topic while i was reading for the sequential mining and that is negative sequential mining. so that can be one of the topic for the pg or Phd work...

Also in graphical mining and data visualization is the one of the area becz people can't much think about data visualization...

Bid data can be the vast area for the research because in that you can use many data mining techniques... some basic techniques use only on small amount of data so you can optimize techniques such a way that it will work for the big data as well

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Re: Ph.D project in data mining
Posted by: anuradha
Date: October 24, 2014 01:04AM

sir,
i have registered for ph.d . i want to do phd in data mining and iam interested in classification algorithms.
please suggest a topic for this

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Re: Ph.D project in data mining
Posted by: Talluri Sree Lalitha
Date: May 04, 2015 07:28AM

Sir,

Iam interested in doing ph.d, my area of interest is "data mining". can you suggest me the topic for doing research, i have to finalize it in next week, so urjent....

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Ph.D project in data mining
Posted by: satish bhadane
Date: May 07, 2015 10:56PM

hi sir,

I predicate the basic problem of human being that dangerous to human life like suicide cases of student or farmers , I survey number of student mind thoughts & with help of Rajyoga meditation & data mining tools provide solution to depressed student with help of back history of students or meditation techniques.

please suggest me How to start work with help of data mining techniques?

1. what is way to collect data of student?
2. Which tool is used for mind thought traffic analysis?

is it right topic for PhD?

please suggest me.........................

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Re: PG project in data mining
Posted by: Kinjal
Date: July 29, 2015 08:48AM

Hello sir .. I want to do research in Privacy preserving data mining and for that I want to know from where do I get a standard database/ dataset of hospital ?

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Re: PG project in data mining
Date: July 29, 2015 04:19PM

I think it may be difficult to get a real dataset from a hospital since it contains some quite sensitive information. But maybe you can find some anonymized dataset. I'm not sure where, though. Or if you know some papers that used such dataset,you may try to contact the authors to ask to share their data.

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Re: Ph.D project in data mining
Posted by: nelgee
Date: May 06, 2015 03:24AM

i AM PURSUING PHD IN DATA MINING AM MUH INTERESTED IN PRSONALIZED PRIVACY.MY QUESTION ISconfused smileyHOULD I START WITH READING THE REQUIRED BASIC MATHEMATICAL CONCEPTS OR I START WITH THE IDEA.OFCOURSE I HAVE THE IDEA.

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Re: Ph.D project in data mining
Posted by: Sarah
Date: May 30, 2015 02:28AM

My topic will be data mining in PHP.

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Re: Ph.D project in data mining
Posted by: Azk
Date: May 31, 2015 03:29AM

Dudes, what do you think about the topic of big data music classification?

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Re: Ph.D project in data mining
Posted by: Kaung Myat Tun
Date: August 16, 2015 01:45PM

I want to do a thesis to manage personal finance.So,what data mining theory is appropriate and suitable for this thesis?

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Re: Ph.D project in data mining
Date: August 16, 2015 04:03PM

"managing personal finance" is a very broad topic. Depending on what you want to within this topic, you could almost apply any data mining techniques.

For example, you could predict how much money someone will spend next month.

You could cluster similar people having similar spending behaviors. etc.

I think that you need to define more clearly what is your goal before thinking about what data mining techniques to use (how to achieve the goal)

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Re: Ph.D project in data mining
Posted by: Vaishnavi
Date: October 02, 2015 06:08AM

i want the realtime problem topic in classification and association using data mining

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Re: Ph.D project in data mining
Posted by: majid. ahmadi
Date: October 23, 2015 11:42PM

hi
i want a select good title for my p.hd these with data mining please help me .

my job is banking and finance and i can have a real data in banking .

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Re: Ph.D project in data mining
Posted by: BETTY
Date: February 21, 2016 11:09AM

I am a Ph.D student.my research area is DATA MINING... I need help on topic choice.

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Re: Ph.D project in data mining
Posted by: sumantha
Date: August 07, 2016 02:51AM

I WANT RECENT DATA MINIING RESEARCH PAPERS

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Re: Ph.D project in data mining
Posted by: padma
Date: August 22, 2016 05:21AM

I Have Interest to do my project in datamining to solve the hige range problem

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Re: Ph.D project in data mining
Posted by: lwin moe
Date: December 06, 2016 06:07PM

Hi
I am thesis student and I want to do for my thesis "Prediction of second-hand cars price" with data mining method.So which method I can use for this.
Please give me your advice for the method or theory with example application if you can.
Thank you.

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Re: Ph.D project in data mining
Date: December 06, 2016 06:14PM

I think that you can treat that as a classification problem.

You could use a method like:
- K-NN (k nearest neighbors), which means that you give a price to a car based on the K most similar cars. It is a quite simple approach but it could work well
- you could use other classifier methods such as Neural networks, decision trees, etc.

You will need to carefully select the attributes for training your classifier. Then you could test it to see the prediction accuracy.

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Re: Ph.D project in data mining
Posted by: lwin moe
Date: January 24, 2017 12:43AM

Please guided me the new(update) methods for clustering and association rule mining.

Thank you.

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Re: Ph.D project in data mining
Date: January 24, 2017 01:34AM

You can use Google Scholar to find some recent papers on these topics.

Some popular topics are high utility pattern mining, periodic pattern mining, sequential pattern mining, sequential rule mining. You can also get the source code and datasets in the SPMF data mining library, to start your project.

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Re: Ph.D project in data mining
Posted by: Russel Marange
Date: April 25, 2017 06:11AM

Learn this brothers and sisters, dont do a Phd if you really dont know what you want. You cant be an expert in a dictated area. Research on something you have passion with not just doing a Phd for the sake of academic advancement,i tell you will regret the time and effort, you will not enjoy either. Cool down and get focused. If you dont know your topic it means you dont know the area.

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Re: Ph.D project in data mining
Posted by: pragya
Date: May 27, 2017 09:09PM

PLEASE SUGGEST ME SOME TOPIC IN DATA MINING

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Re: Ph.D project in data mining
Posted by: geetha
Date: May 19, 2017 11:18PM

I would like to join

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Re: Ph.D project in data mining
Posted by: alvincent danganan
Date: May 29, 2017 05:24AM

I'm a DIT student

My field of interest is data mining approach, I'm looking for a research work for my dissertation.

I want to improved K-means algorithm in terms of outlier detection. I want your opinion about my proposal.

or you can suggest a problem about any data mining algorithm that need improvements. Ex. CLARANS does it needs improvements?

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Re: Ph.D project in data mining
Date: May 29, 2017 07:59AM

In general, any algorithms can be improved in different ways (nothing is perfect). Improving K-Means has been done by various people, but you can certainly do something else that is different. For CLARANS, I don,t know the details about that algorithms but it certainly also has something that could improved. But, in general, it is better to try to improve the newer algorithms.

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Re: Ph.D project in data mining
Posted by: DTekade
Date: December 13, 2015 07:40PM

hi ,

I am interested in doing ph.d, my area of interest is "data mining". can you suggest me the topic for doing research

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Re: Ph.D project in data mining
Date: May 20, 2017 03:43AM

"Data mining" is a very broad research area. Clustering? Classification? Pattern Mining? Outlier detection? .... etc.

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Re: Ph.D project in data mining
Posted by: James Thomas
Date: December 29, 2016 01:27AM

There are many good topics that you can research about. Graph mining and sequential pattern mining are two of the many good topics under the broad area of data mining. You can also do a research on predictive patterns and their use in various fields which will be a good idea.

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Re: Ph.D project in data mining
Posted by: sadik
Date: July 27, 2017 02:47AM

Dear Sir,

I read most of the comments, Really it is helpful.

For Ph.D., a topic such as An efficient approach for mining closet frequent patterns is enough or not.

best regards

Sadeq

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Re: Ph.D project in data mining
Date: July 27, 2017 04:22AM

Hi Sadeq,

It is possible to do something about closed frequent patterns. However, there are many algorithms that does that already. If you want to create a novel algorithm for frequent closed itemset mining algorithm, for example, there are many algorithms such as FPClose, DCI-Closed, Closet, Charm, LCM, etc. If you create a new algorithm for that, you would need to show that it is faster, use less memory or has some other advantage about existing algorithms.

In my opinion, it is better to create a new topic by combining this with another topic。 For example:

closed itemset mining + high utility mining in a stream = closed high utility itemset mining in a stream

In that case, there are probably no existing algorithm for that problem, so you are proposing a new problem and a new algorithm, which can be more original. I just say that as an example. I do not mean that this is a good topic. But the idea is that you can combine two topics to create a new one. People working in pattern mining often do that to generate new topics.

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