Top 10 challenging problems in data mining

March 27, 2008 by Sandro Saitta
Filed under: ICDM, KDD, data mining article, top 10 data mining problems 

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In a previous post, I wrote about the top 10 data mining algorithms, a paper that was published in Knowledge and Information Systems. The “selective” process is the same as the one that has been used to identify the most important (according to answers of the survey) data mining problems. The paper by Yang and Wu has been published (in 2006) in the International Journal of Information Technology & Decision Making. The paper contains the following problems (in no specific order):

  • Developing a unifying theory of data mining
  • Scaling up for high dimensional data and high speed data streams
  • Mining sequence data and time series data
  • Mining complex knowledge from complex data
  • Data mining in a network setting
  • Distributed data mining and mining multi-agent data
  • Data mining for biological and environmental problems
  • Data Mining process-related problems
  • Security, privacy and data integrity
  • Dealing with non-static, unbalanced and cost-sensitive data

I sometimes receive emails from master student or practitioners interested in data mining. The usual question is “What can I do as research in data mining?”. Of course, the answer depends on what you like and the opportunities of the moment. However, this paper can maybe give some hints on possible directions for research.

As usual, the “data mining automation process” issue is mentioned. It is worth noting that researchers argue that they need to find a way to automate data mining, while practitioners say that they can do it (for example KXEN). Finally, I think that one of the most important issue is pointed out by the following sentence in the paper:

“[...] they’re [data mining systems] unable to relate the results of mining to the real-world decisions they affect [...]“

In my opinion, it is more subjective to rank top problems than top algorithms. Most people will certainly agree on the selected data mining algorithms. The question is more subjective regarding data mining problems since some of them may only be relevant to certain fields of research.

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Comments

198 Comments on Top 10 challenging problems in data mining

  1. M.Rajeswari on Fri, 9th Oct 2009 11:03 am

    2. I am a full-time Ph.D.Research Scholar in computer science departmentin India (Bharathiar University,Coimbatore,TamilNadu,India).I have carried out my research under data mining using customer relationship management. i want some relevant problems that could be useful for carriying out further actions.

  2. Sandro Saitta on Sat, 10th Oct 2009 5:03 pm

    3. Hi, I think you should ask your question on http://www.kdnugget.com forums. Hope this helps.

  3. sowjanya on Mon, 2nd Nov 2009 9:58 am

    4. i would like to know whether applying combination of data mining algorithms will be applicable on any data set and improve the result

  4. Sandro Saitta on Fri, 6th Nov 2009 6:17 pm

    5. @sowjanya: it depends on your goal. For example, a feature selection technique such as genetic algorithm can be combined with support vector machines (SVM) to improve classification accuracy.

  5. Abhik Ray on Sat, 5th Dec 2009 2:04 pm

    6. Could you tell me what kinds of opportunities exist for research in Data Mining in mobile computing environments? Also what work could be done by combining Data Mining, Mobile Computing and Information Retrieval?
    Thanks.

  6. Sandro Saitta on Tue, 8th Dec 2009 12:19 pm

    7. @Abhik: I don’t have experience in data mining in the mobile world. I think you should ask your question on the KDnuggets forum.

  7. Jameel on Tue, 15th Dec 2009 6:12 am

    8. Hi
    I wish to do a research in data mining related to semantics under Retail domain.
    but im not able to corner the problem for research. Please suggest me some open research problems in this area

  8. Sandro Saitta on Thu, 17th Dec 2009 10:50 am

    9. @Jameel: please try the KDnuggets forums.

  9. ramesh on Fri, 18th Dec 2009 10:38 am

    10. Hi, Can you suggest suitable research area in datamining application in agriculture. if any one comeacross this topic pl. let me know the details. thank u

  10. Sathyan Munirathinam on Wed, 17th Mar 2010 5:35 pm

    11. Hi,
    This is Sathyan (sat_hyan@hotmail.com) working for IBM in Data Warehousing Domain. Parallely, I am doing Part-time Phd in Bharathiar University in the area of “Distributed Data Mining in Grid Environments” under the guidance of Dr.Ramadoss. Please send an email, if any one wants to discuss on the topics of Data Mining.

    Thanks
    M.Sathyan

  11. Savita on Fri, 19th Mar 2010 1:52 pm

    12. Hi,
    I am working as a faculty in engineering college. My interested area is Datamining.I have finished my Mtech with Datamining Project that is on Simulating Outlier detection algorithm on research paper. Now i want to do my Phd. How can i proceed my work. Do you have any suggestion or any new ideas on this.
    thanks
    Savita

  12. Sandro Saitta on Fri, 2nd Apr 2010 1:00 pm

    13. @Savita: You can try to apply at any university. It’s hard to give any advice, but you can try EPFL (www.epfl.ch)

  13. venkat on Wed, 21st Apr 2010 9:08 am

    14. Hi,
    I am working as a Associate Professor in engineering college. My interested area is Datamining.i am doing ph.d in andhra university visakhapatnam.I am interested in data mining .my guide suggested to do the data mining techniques using neural net works. he suggested one related ieee paper also.Now i want to continue my work. How can i proceed my work. Do you have any suggestion or any new ideas on this.please help me.
    thanks
    venkat

  14. mathi on Wed, 21st Apr 2010 11:45 am

    15. I want to do ph.d in the field of datamining. give me problem in association rule mining to carry out ph.d word

  15. mathi on Wed, 21st Apr 2010 11:49 am

    16. what can i do as research in datamining

  16. shweta kharya on Sat, 24th Apr 2010 8:05 am

    17. list me some recent work which is going on Data mining…….

  17. kalbania on Thu, 20th May 2010 7:27 am

    18. Hi

    I want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal.

  18. Sandro on Thu, 20th May 2010 2:05 pm

    19. @Kalbania: I would suggest that you start with a book shown in the top right of this blog. Or you can also find books by looking for “advance data mining”

  19. Kumaran on Fri, 2nd Jul 2010 6:20 pm

    20. Hi,
    I am working as a Associate Professor in engineering college. My interested area is Datamining.i am going to do ph.d .My guide suggested to do the ieee related one so now i want to continue my work. How can i proceed my work. How can i get problems in datamining. Do you have any suggestion or any new ideas on this.please help me.
    thanks
    Kumaran

  20. Sandro Saitta on Mon, 5th Jul 2010 8:48 am

    21. @Kumaran: I guess the easiest is to post your question on the KDnugget forum

  21. Ramesh M on Mon, 12th Jul 2010 11:12 pm

    22. kindly send the current open problem in “security issues in datamining” for research.

  22. T.subhamastan rao on Fri, 6th Aug 2010 7:31 am

    23. Hi very recently i was started my p.hd in K.L university , Can you suggest suitable research area in data mining application in agriculture.

  23. Sandro Saitta on Fri, 6th Aug 2010 2:03 pm

    24. @T.subhamastan: The best would be to take contact with Georg Ruß from Data Mining et al. (http://blog.georgruss.de/). Hope this helps!

  24. Aparna K on Tue, 17th Aug 2010 3:23 pm

    25. I have decided my area of research as data mining. Can you pl tell me some research problems in text mining especially. I will registering for phd next month. Please give me your suggestions.

  25. Sandro Saitta on Tue, 17th Aug 2010 4:14 pm

    26. @Aparna: try Matthew’s blog: datamining.typepad.com

  26. V. Mani Sarma on Fri, 3rd Sep 2010 6:05 pm

    27. I have decided my area of research as Data Mining. can you tell me some research topics and literature survey, and how to do Ph.D work on data mining

  27. teju on Mon, 6th Sep 2010 8:47 am

    28. i m doing m-tech now in 2nd yr working on data mining project and my guide told me to find 500 data mining objective Question.will anybody suggest me website name so that i can find 500 Q easily.plz

  28. lingaraju K.S on Sun, 12th Sep 2010 7:28 am

    29. I want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal. please suggest the few problems

  29. V.Malsoru on Tue, 21st Sep 2010 9:35 am

    30. Hi,
    I am working as an Associate Professor in cse dept.of JITS engineering college. My interested area is Datamining.i am going to do ph.d . on data mining techniques for online association rule mining.Is it a suitable area?suggest plz.
    thanks
    malsoru.v

  30. chandra sekhar on Wed, 29th Sep 2010 8:39 am

    31. how the data mining will be used in image processing.and what r the necessary
    functions we should know to use datamining in image processing

  31. manjinder on Tue, 5th Oct 2010 5:34 pm

    32. I want to do my research work on data mining. Kindly suggest me some open problem.
    manjindar
    manjindar2001@yahoo.co.uk

  32. johnyss on Tue, 26th Oct 2010 12:35 pm

    33. i want to do phd on data mining techniques for Can any one please suggest me some online area topics.i want to continue R&D level

  33. johnyss on Tue, 26th Oct 2010 12:37 pm

    34. i want to do phd on data mining techniques.Can any one please suggest me some online area topics.i want to continue R&D level
    johnyss_in@yahoo.com

  34. P.PRABHU on Tue, 9th Nov 2010 11:12 am

    35. Better to view the International Journal papers to get idea about R&D

  35. Atul on Mon, 22nd Nov 2010 6:46 am

    36. Hi,
    I am Atul Dwivedi, I am lecturer at Engineering Collage. I m interested to do Phd in Data mining. Any one can suggested me for this and give an idea where i found some research papers

  36. Osama on Mon, 22nd Nov 2010 8:45 pm

    37. Hello,

    I’m a PhD candidate, and in the process of choosing and writing my proposal. I’ve chosen Data Mining to be my area. Any suggestions on research problems in the mentioned area will be appreciated.

    Thank you in advance for your suggestions.

    Osama

  37. Osama on Mon, 22nd Nov 2010 8:46 pm

    38. Hello,

    I’m a PhD candidate, and I’m in the process of choosing and writing my proposal. I’ve chosen Data Mining to be my area. Any suggestions for research problems in the mentioned area will be appreciated.

    Thank you in advance for your suggestions.

    Osama

  38. sudhir on Mon, 29th Nov 2010 10:58 am

    39. I have decided my area of research as Data Mining. please suggest me some research topics and literature survey, and how to do Ph.D work on data mining

  39. B. Senthil Kuma on Sun, 19th Dec 2010 8:15 am

    40. I begin the process to do Ph.D in Data Mining, I like to get UNSOLVED TOPICS

  40. koki on Sun, 19th Dec 2010 7:04 pm

    41. hi
    i am dong my p.hd. in data mining. i have decided to continue my work in dtat retrival. how can i proceed with my work? what problem can i choose.

  41. selvam s on Tue, 21st Dec 2010 8:04 am

    42. i need recent phd title in data mining relevant topics

  42. smita on Wed, 22nd Dec 2010 12:40 pm

    43. I have decided my area of research as web Mining. please suggest me some research topics and literature survey, and name of some international journals to submit the the paper in this area

  43. Huynh Le on Thu, 23rd Dec 2010 3:49 pm

    44. I am in HCMC, Vietnam, i must sumit my MA Thethis proposal next month. I haved decided the area of my thesis is Datamining on Time series data/Gene data. Please give me some research topics and documents.

    Please send your advise to hamduc@gmail.com

    Thank you

  44. Sandro Saitta on Thu, 23rd Dec 2010 6:02 pm

    45. Please have a look at the “New to Data Mining?” menu on the top.

  45. C Yosepu on Tue, 28th Dec 2010 5:53 am

    46. Hi,
    I am working as a faculty in engineering college. My interested area is Data mining
    I want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal. please suggest the few problems

  46. sreelatha on Tue, 28th Dec 2010 6:58 am

    47. hi,
    i want to do my phd in datamining.can you suggest me some research problems in data mining.

  47. N.SHANMUGAPRIYA on Wed, 29th Dec 2010 5:52 am

    48. Hi,
    I am working as a faculty in engineering college. My interested area is Data mining .
    I want to do my PHD in the data mining. Is it possible to combining Data minig and Image processing.Can you please suggest me that type of some research problems.It would help me to write PHD Thesis proposal. please suggest the few problems

  48. vinay on Sat, 15th Jan 2011 7:19 am

    49. Dear
    I am working on Behavior of software Dynamic System and Controls in Dynamic system. I would like to know about it. Basically on Control Design in software system. Please send me IEEE papers on above topic
    Thanks and regards

  49. narayana on Thu, 20th Jan 2011 8:23 am

    50. I am working as faculty in engineering college.My interested area is Data Minng.

    Give me some reserach problems on Data Mining

  50. rajesh on Thu, 27th Jan 2011 3:31 pm

    51. i am pursuing M.tech at NIT Rourkela , can any one provide me information about implementation of T- closeness

  51. Prashant on Sun, 30th Jan 2011 4:08 pm

    52. Hi,

    I am a final year student of M.Tech (Computer Science and Engineering) at Bhopal (MP, India). I want to do my thesis on “Data Mining”. Can you suggest me some topic related to text data mining/Data clustering? I also wants some help on my thesis. Please help me regarding it. (My email id is prashantshukla2005@gmail.com)

  52. Sandro Saitta on Sun, 30th Jan 2011 5:44 pm

    53. @Prashant: Please have a look at this page: http://www.dataminingblog.com/new-to-data-mining/

  53. GIRI M on Sat, 5th Feb 2011 10:55 am

    54. I want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal. please suggest the few problems

  54. GIRI M on Sat, 5th Feb 2011 10:59 am

    55. I want to do my PHD in the classification by backpropagation using data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal. please suggest the few problems

  55. Nath on Tue, 8th Feb 2011 9:34 am

    56. Hello. I want to do a MSc in computer science. I’m interested in looking at data mining within the cloud. Can you please suggest me some research problems in this area?

  56. Vijay on Wed, 9th Feb 2011 9:51 am

    57. I am trying to do research in DM-Neural Network. I am Statistician. pl. suggest me research area.

  57. Nagasubramanian on Wed, 9th Feb 2011 4:15 pm

    58. HI , I am doing my phd . Can anyone help me in finding more information on “Security issues in datamining”. Thanks in advance…

  58. ann on Thu, 10th Feb 2011 6:45 am

    59. i wish to do research in data mining. Could you please sugust one current challenge that has to be proceed in data mining nad warehousing

  59. sun on Fri, 4th Mar 2011 7:19 am

    60. Hi,

    I am a final year student of M.Tech (Computer Science and Engineering) at sv university(tirupati, India). I want to do my project work on “Data Mining”. Can you suggest me some topic related to text data mining/Data clustering? any other datamining techniques ie must be ieee paper. so Please help me regarding it. (My email id is chinni.svu@gmail.com)

  60. md ghouse on Tue, 8th Mar 2011 4:42 am

    61. Hello sir,
    I am an Asst.Prof in a private college and also registered Phd from Nagarjuna University. I want to work on Clustering in Data Mining. Please Suggest me some research problem on this area.
    Thank U
    From
    Ghouse
    Mahaboobnagar

  61. arun sen on Wed, 9th Mar 2011 10:01 am

    62. sir
    good afternoon
    i’m student of m.phil computer science ,
    i have to submit a thesis for the completion of degree.
    so please sugest me a new topic for thesis.
    thank you

  62. selvaperumal on Thu, 10th Mar 2011 7:15 am

    63. Sir,I am planning to do phd in data mining i want some hot research topics in Data Mining oriented towards biology.

  63. uday on Mon, 21st Mar 2011 7:10 am

    64. I want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal. please suggest the few problems

  64. uday on Mon, 21st Mar 2011 7:10 am

    65. belongs to computer science

  65. vanitha on Thu, 24th Mar 2011 5:10 am

    66. hi, im registered for ph.d. im in interested in data mining. can u pls give me some research areas in data mining? it wil be very helpful for me.

  66. sathy on Wed, 6th Apr 2011 5:25 am

    67. sir am dng my Pg …i lik 2 do my proj in datamining application … i want to do minin related 2 agri field…. suggest some website 2 refer n get idea reg problem statement

  67. professor on Sun, 10th Apr 2011 3:48 am

    68. guide me some research area using data mining and CRM in Pujab Region

  68. Rangbahadur Patel on Mon, 11th Apr 2011 10:24 am

    69. hi
    I am registered for PHD in Jawaharlal nehru university,new delhi. i want to do research in data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal. please suggest the few problems

  69. senthildevi on Sun, 17th Apr 2011 9:52 am

    70. Iam doing PHD in the data mining. Can you please suggest me some research problems in this area

  70. kalai on Tue, 19th Apr 2011 6:09 am

    71. hai i want to ph.D in data mining please give some idea

  71. Manish kumar on Tue, 19th Apr 2011 9:19 am

    72. want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal. please suggest the few problems

  72. aakash on Tue, 19th Apr 2011 4:14 pm

    73. I am mtech student.
    i want to know about research topic in data mininig in genomics.
    please suggest me about them.

  73. komila on Wed, 20th Apr 2011 5:11 am

    74. Hi,
    I would like do Ph.d in data mining. Can you please suggest me some research problems in this area or suggest me how i can identify the problem
    thanks

  74. uma on Wed, 20th Apr 2011 3:32 pm

    75. hi, i decide to do my ph.d in datamining area.so need a research problem in image mining.plz help me

  75. Vijay Sharma on Thu, 21st Apr 2011 9:08 am

    76. Hi,
    I would like do Ph.d in data mining. Can you please suggest me some research problems in this area or suggest me how i can identify the problem
    thanks

  76. Darrshan on Thu, 5th May 2011 4:21 pm

    77. Hi,

    I am doing my masters thesis on data mining. Could you help me with some suitable topic? many ideas are most welcome

    Thanks in advance
    Darrshan

  77. Philippe on Fri, 6th May 2011 8:36 am

    78. Interesting list of data mining problems. To me, they sounds like important problems. However, I would like to see and updated list of problems. I would add to this list:
    - methods for uncertain and unreliable data.
    - graph mining (e.g. social networks).

  78. Sandro Saitta on Sun, 8th May 2011 9:22 am

    79. @Philippe: thanks for your input. It’s true that social network mining is a trendy topic nowadays.

  79. Dipti on Mon, 9th May 2011 7:44 am

    80. I am planning to for PHD. can you suggest what are the more intresting and challanging areas in DM????????

  80. Jon Arts on Thu, 19th May 2011 6:45 am

    81. Here is a suggested research project. Just show that Pade approximations or functional equations or polynomials are superior (faster, equal or more accurate, understandable) to artificial neural networks for example the standard form with back-propagation. See the two-page document: Artificial stupidity – a reply, by Jackwerth 1997. How does one implement this for a multivariate problem?

  81. shijushibu on Fri, 20th May 2011 7:04 am

    82. I want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal.

  82. bhargavi on Wed, 1st Jun 2011 5:40 pm

    83. hello sir
    now i Wnt ti do my PHD IN DATAMINING plz suggest me how to choose problems in this area
    i am interstung in security and agrticulture

  83. Gavanpreet on Mon, 6th Jun 2011 6:32 am

    84. HI I am intending to do my research in Data mining during my masters in Social Media applications . i have gone through the challenges mentioned in this article which can be highly correlated with my research area. It would be highly appreciated if you can guide me in choosing the related research topic .

    Thanks

  84. saleem pasha on Mon, 13th Jun 2011 8:17 am

    85. hello sir, iam working as assistant professor in engineering college and now iam starting my phd work. my guide as suggested to get a problem on data mining. i request you to provide recent research problems on data mining.
    thank you

  85. Jafar Ali. A on Wed, 15th Jun 2011 6:39 am

    86. I am statistics student. I want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal.

  86. saleem pasha on Wed, 15th Jun 2011 8:06 am

    87. please suggest me some problems on data mining to start my phd

  87. kruti shah on Fri, 17th Jun 2011 5:32 am

    88. @Those intending to do research – Association Rule Hiding (not mining). It essentially involves hiding association rules delibrately so that the oponents can’t discover them and make business decisions accordingly. Its a combo of DM + Security.

  88. balu on Fri, 24th Jun 2011 11:41 am

    89. I am a part-time Ph.D.Research Scholar in computer science department in India (Bharathiar University,Coimbatore,TamilNadu,India).I have carried out my research under data mining using image mining i want some relevant papers that could be useful for carriying out further actions.

  89. neetika on Wed, 29th Jun 2011 6:41 am

    90. I want to do Phd in some topic of data mining …
    kindly suggest me some…

    Neetika Sharma
    Lecturer(KEC)

  90. Pratiba on Mon, 4th Jul 2011 10:48 am

    91. I am planning to do research in the domain of web mining.
    I am interested in Information Extraction problems.Can you please suggest some topics.

  91. ramesh on Mon, 4th Jul 2011 12:47 pm

    92. kindly suggest or list the current open research problem in the area of security issues in datamining.

  92. ramesh on Mon, 4th Jul 2011 12:50 pm

    93. pl. let me (rmkca02@yahoo.co.in) some current research problems in security issues in data mining.

  93. suni on Sat, 9th Jul 2011 7:31 am

    94. Hello,I am researching data mining in breast cancer.but i couldn’t get any idea.Please suggest me…Now i i am in master student..Thank you very much..

  94. vijay on Mon, 11th Jul 2011 7:08 am

    95. hello sir, iam working as assistant professor in engineering college and now iam starting my phd work. my guide as suggested to get a problem on data mining. i request you to provide recent research problems on data mining.
    thank you

  95. Rajan Prasad on Sun, 17th Jul 2011 8:57 am

    96. hello sir, iam working as assistant professor in engineering college and now iam starting my phd work. my guide as suggested to get a problem on data mining. i request you to provide recent research problems on data mining.
    thank you

  96. karthick on Tue, 19th Jul 2011 5:20 am

    97. whta is most powerful real time apllication interms of data mining?……..

  97. harinie on Wed, 20th Jul 2011 6:43 am

    98. Iam doing Phd my problem is related to Mining complex knowledge from complex data
    for this I have taken one ieee paper there i have reading about Domain driven data mining and combined mining etc. but sill i am not able to understand clearly about the research. I don’t know wheather i am doing properly. first to know about the problem what can i do can any one there to help

  98. Netraa on Fri, 22nd Jul 2011 5:49 am

    99. I wan to do application based project in data mining. Suggest me from where sholud i start the study….. plz reply soon

  99. Netra on Fri, 22nd Jul 2011 5:50 am

    100. I wan to do application based project in data mining. Suggest me from where sholud i start the study….. plz reply soon. I m also thinking to relate data mining in networks

  100. manoj kumar on Thu, 4th Aug 2011 9:02 am

    101. Sir, i am mtech student and i want to do research in datamining concept.
    It would be very helpful to me if you suggest me some topis in this area.
    thank you.

  101. A.Sireesha on Thu, 4th Aug 2011 11:35 am

    102. please suggest me some latest problems on data mining to start my phd

  102. A.Sireesha on Wed, 10th Aug 2011 9:30 am

    103. I wan to do application based project in data mining. Suggest me from where sholud i start the study….. plz reply soon. I m also thinking to relate data mining in networks

  103. savita on Thu, 11th Aug 2011 7:00 am

    104. I want to do Phd in some topic of data mining …
    kindly suggest me some

  104. Pratap Patil on Wed, 17th Aug 2011 5:45 am

    105. i want do phd in data mining and i am intrested in finding such a method or techniqe which can be used in all types of databases please suggest me the problems which are common to all databases so that it will be better for my research

  105. Ram kumar on Wed, 17th Aug 2011 11:04 am

    106. i am interested to resister Ph.D. i Know Datamining very well. Tell me In what area have select.

  106. ghatage sarjerao on Wed, 17th Aug 2011 12:42 pm

    107. please, suggest topic for research in agri industry using data mining techinques

  107. vanitha on Thu, 18th Aug 2011 5:21 am

    108. Hi .. Now I m planning to apply for m.phil.. Tell me some research topics and some few points about datamining concepts..

  108. priya on Fri, 19th Aug 2011 4:44 pm

    109. i wish to do m.phil research in data mining.can you plz send me some recent research problems in data mining.

  109. Shaveta on Fri, 26th Aug 2011 10:34 am

    110. my area of interest is data mining.. suggest me sum topic for thesis for M.Tech(cse) as soon as possible

  110. ramanpreet on Fri, 26th Aug 2011 10:36 am

    111. suggest me some topics related to data mining for thesis at M.Tech level.

  111. rajni thakur on Fri, 26th Aug 2011 10:37 am

    112. i want to know some topic related to data mining for M.Tech thesis.

  112. V.Saranya on Fri, 2nd Sep 2011 4:09 pm

    113. Hello Sir/Madam
    I applied for M.Phil i like to do my research in Data mining same i like to continue in Phd. Tell me some research topics and some few points about datamining concepts. Please list me some websites which will be useful for my research..

  113. ME final year student on Sat, 3rd Sep 2011 1:09 pm

    114. hello sir!
    i want do my dissertation in sentimant analysis, so can u pls advise me , how to do dat in briefm wat steps i should follow?

  114. S.Priya on Mon, 5th Sep 2011 7:28 am

    115. Hello sir!,
    I am working as a lecturer in one engineering college. my area of interest is data mining .I don’t know how to start my Ph.D Work.Can u suggest some areas in data mining for my research work

  115. sonal on Wed, 7th Sep 2011 7:08 am

    116. Hello Sir,
    I am a ME final year student, can yoy please suggest me research topics in data mining?

  116. chithra.b on Thu, 8th Sep 2011 1:55 pm

    117. Hi,
    I am working as a Assistant Professor in arts & science college. My interested area is Datamining.i am going to do ph.d .How can i proceed my work. How can i get problems in datamining. Do you have any suggestion or any new ideas on this.please help me.
    thanks
    chithra.b

  117. J.P. Soja on Mon, 12th Sep 2011 4:18 am

    118. I want to write my Ph.D. Proposal on “DATA MINING IN INDIAN AGRICULTURE SYSYTEM”. How can I write the best proposal ? Suggest me some books, national and international journals which can really help me in writing the proposal.

  118. J.P. Soja on Mon, 12th Sep 2011 4:20 am

    119. I want to write Ph.D. proposal on “DATA WAREHOUSING OR DATA MINING IN INDIAN AGRICULTURE SYSTEM”. Suggest me some journal and books which can really help me to write the proposal within a month time.

  119. y leela sandhya rani on Wed, 14th Sep 2011 6:40 am

    120. I completed my mtech and working in an engg college.Now i want to do my phd on data mining.my project in mtech is k-means computation over moving objects.I need guidance to do my phd

  120. Vijay Kumar Sharma on Wed, 14th Sep 2011 6:56 am

    121. i complete my MCA and join Research Associate in National Bioinformatics Grid project. so i want to do my PHD in the data mining. Can you please suggest me some research problems in this area and some research paper that would help me to write PHD Thesis proposal. please suggest the few problems

  121. kavitha on Tue, 20th Sep 2011 2:47 pm

    122. hi i am M.E degree holder.i like to register for Ph.d in the area of datamining can u help me in research problems in this area for the thesis proposal

  122. MUTHUKUMAR on Wed, 21st Sep 2011 3:49 pm

    123. Hi am doing mphil in datamining.I want some suggestion about doing thesis in datamining and publishing the thesis.

  123. vimala on Sun, 25th Sep 2011 8:18 am

    124. I want to do my phd on data mining please suggest me some research area at present.

  124. yakoob on Mon, 26th Sep 2011 4:06 pm

    125. i want to do my phd in datamining please suggest me some problems

  125. Iftikhar on Thu, 29th Sep 2011 12:08 pm

    126. i want to do Thesis on Image processing side……. plese help me about topic descion………
    at iftikhar2435@yahoo.com

  126. kalai on Tue, 4th Oct 2011 7:20 am

    127. hai.this is kalai(kalai2388@yahoo.co.in) i m doing m.phil. i have no idea how to do paper presentation and also m.phil thesis.pls mail me how and send me the problems of data mining and their topics. thank u.

  127. VIctor H on Thu, 6th Oct 2011 11:29 am

    128. I please need good research topic (for MSc)in data mining

  128. Kavitha.s on Fri, 7th Oct 2011 5:59 am

    129. Hi Sir/Madam,

    I am M Phil(full time) research student.I need good research topics in Data Mining.Can u Please suggest me some recent areas and problems in Data Mining that would helpful for my research.

  129. R.Yasodha on Fri, 7th Oct 2011 6:07 am

    130. I am Mphil research student. I need good topics in Data Mining.Please suggest me some recent areas in data mining.

  130. S.Sangeetha on Fri, 7th Oct 2011 6:13 am

    131. Respect sir/madam
    I am M.Phil student.I want Reserch topics in Datamining for any ohter areas and also need projects, kindly send to me. Thank U

  131. candy on Sun, 9th Oct 2011 6:03 pm

    132. hi

    I’m a PhD candidate ,and in the process of choosing and writing my proposal. I’ve chosen Data Mining to be my area. Any suggestions on research problems in the mentioned area will be appreciated.
    Thank you in advance for your suggestions.
    looking for your kind response,,
    regards

  132. A.Hema on Tue, 11th Oct 2011 8:04 am

    133. hi,
    i am doing my phD in image mining . pl suggest some problems in medical domain and how to proceed my work.

  133. M.Amutharani on tue 11 th oct 2011 on Tue, 11th Oct 2011 9:39 am

    134. hi,
    myself m.amutharani,MCA.,Mphil.,. Now i am doing my ph.d., in mobile datamining. please give the problem or IEEE paper on mobile datamining. please suggest me to do the application area in mobile datamining for my further work.

  134. kamakshi on Thu, 13th Oct 2011 3:35 pm

    135. tell me some security problem in data mining..and how data gathered securely from various sources

  135. sut on Mon, 17th Oct 2011 11:44 pm

    136. This might be the most disturbing comment thread of all time.

  136. A.Hema on Thu, 20th Oct 2011 7:50 am

    137. how the data mining will be used in image mining.and what r the necessary
    functions we should know to use datamining in image mining. i am doing my phd in image mining .pl suggest some problems

  137. durga on Wed, 26th Oct 2011 4:35 pm

    138. i need agriculture in data mining

  138. Khurram Khan on Thu, 27th Oct 2011 5:10 am

    139. I am interested in doing my Ph.D in data mining or knowledge discoveries in structured or unstructured ( only textual ) databases, But I do not have a solid proposal to start with. If there is a professor or Associate professor who has some thing related to this, kindly let me know or atleast let me know where to search

    thanking for your anticipation in advance

  139. anithashankar on Sat, 29th Oct 2011 7:12 am

    140. hi
    am working as a faculty in eng college,then i wish to do my Ph D in data mining concepts,i dont know which problem can i choose,pls give some ideas for that,which area is best for me,can u suggest me

  140. Data Applied Crunches Business Data On-Premise and In The Cloud :: Gaia Gallery on Sun, 30th Oct 2011 4:51 am

    141. [...] data-driven decisions and improve efficiency. Find out more by visiting http://www.data-applied.com.Sammamish, WA (PRWEB) November 30, 2009 Data Applied, a provider of Business Intelligence and Data M…xample of applications include analyzing survey results, visualizing product inventories, optimizing [...]

  141. sivagami on Tue, 1st Nov 2011 4:14 pm

    142. hi,

    i am working as assistant professor .i like to do ph.d i need recent problem. suggest me some emerging and interesting problem

  142. sheetal on Sat, 5th Nov 2011 10:31 am

    143. plz help me ,i m mtech studenrt, i need current topics in data mining for research

  143. kamal on Sun, 6th Nov 2011 9:19 am

    144. I would like to do my research text mining. Kindly suggest me recent and best topics….

  144. suba on Sat, 12th Nov 2011 10:15 am

    145. i am suba,I have decided my area of research as Data Mining. please suggest me some research topics and literature survey, and how to do Ph.D work on data mining

  145. karthiyabanu on Tue, 15th Nov 2011 12:39 am

    146. Require idea to empower rural students in India using datamining

  146. Neha on Thu, 17th Nov 2011 8:31 am

    147. I need a thesis topic for MTech in data mining. Want To work on pattern recognisation . Please suggest me some easy topic :-)

  147. Neha on Thu, 17th Nov 2011 8:34 am

    148. I want a research topic realated apriori or FP Growth tree..

  148. alayemen on Sun, 20th Nov 2011 5:05 pm

    149. hi sir, i am doing master in information security
    i am interested in data mining please could you suggest some topic and related to security isssue with social netwoks
    thank you so much

  149. balvinder on Mon, 21st Nov 2011 11:52 am

    150. sir,
    i m interested in doing ph.d in data mining . can u suggest me a relevant topic in this field. i m working as asst. prof. in Ludhiana.

    thank you .
    B Taneja

  150. GIRISH JOSHI on Mon, 21st Nov 2011 1:27 pm

    151. Hi,

    I am doing part time Ph. D. in Computer Application
    can u suggest me any topic for data mining of Crime related database. also let me no how can i get crime data for exeriment.
    thank you

    adsence, limewire

  151. spsingh on Fri, 25th Nov 2011 7:11 am

    152. i would like to do my research on data mining and network security / Bioinformatics. Kindly suggest me recent topics….

  152. maha on Fri, 25th Nov 2011 10:16 am

    153. hi, any bodies help me ,suggest the research topic in data mining for my ph.d.

    thanks
    maha

  153. Izaz Ur Rahman on Sat, 26th Nov 2011 1:38 am

    154. Hi
    i am the student of Ph.D at Brunel University London. My research area is about video mining, this area is totally new, i need help in terms of references of research publications or any other topics and links.

    thanks

  154. D.John Aravindhar on Tue, 29th Nov 2011 7:25 am

    155. I am working as a Asst.Prof in Chennai. Please give some input to start my research in Data mining.

  155. warda on Fri, 2nd Dec 2011 5:37 pm

    156. hi !! i am information technology graduate in AU university now i need to do my msc thesis on application of data mining on manufacturing industry .
    is that possible? pls. tell me a possible title if yes

  156. sai on Sat, 10th Dec 2011 4:40 pm

    157. please give me research topic in data mining mail me saikari@yahoo.com

  157. srinivasan on Thu, 15th Dec 2011 8:25 am

    158. hi
    i am srinivasan woring as a asst.professor , now i am doing phd in the area of data mining and my interested topic is data mining in higher education but i nee some input for start my work

  158. swapna on Thu, 15th Dec 2011 7:02 pm

    159. sir i want to research on frecency pattern

  159. T. Surekha on Fri, 16th Dec 2011 11:52 am

    160. I want to do my research on datacentric grid. I want to know whether any recent work is done on that. Is it feasible to continue the work

  160. anjula shukla on Sat, 17th Dec 2011 8:40 am

    161. respected sir,
    i m anjula shukla,persuing mtech..i hv to work on thesis in the field of data mining..could u please suggest me topic in privacy of data mining.
    please rep as soon as possible.
    thanku

  161. Rekha on Tue, 20th Dec 2011 5:53 am

    162. Hi All,
    I am doing M.Phil in cs.I need proceed my thesis the area suggested by my guide is “Data Mining”. Can any one help me to find the topics or else links .

    Thanks in Advance
    Rekha M

  162. Innocent Obilil on Tue, 20th Dec 2011 11:35 am

    163. am working as software engineer but almost starting on my master project and am interested in doing something inline with data warehousing. anybody that can help find a topic specific to my area information technology.

  163. mercy on Wed, 21st Dec 2011 8:21 am

    164. am mercy jega deeba ,I have decided my area of research as Data Mining. please suggest me some research topics and literature survey.

  164. R,Bharathi on Fri, 23rd Dec 2011 5:21 am

    165. sir,
    now i am doing mphil in bharathiyar university.i need ieee papers on data mining using dbscan algorithm.

  165. sarah on Sat, 24th Dec 2011 10:59 am

    166. hi, I’m a Ph.D. student in Industrial Eng. and I need to write a research proposal related to data mining for one of my courses and not for my thesis. Although the field of my studies is different from the mentioned topic, I really don’t know from where and how to start. would you please help me in this case?

  166. usha on Sat, 24th Dec 2011 2:30 pm

    167. hi
    I am doing M.Phil in cs.I proceed my disertatation area suggested by my guide is “Data Mining”. Can any one suggest the topic

  167. Data Mining Research in 2011 | Data Mining Research - www.dataminingblog.com on Tue, 27th Dec 2011 7:22 pm

    168. [...] Top 10 challenging problems in data mining [...]

  168. karthikeyan on Wed, 28th Dec 2011 7:05 am

    169. respected sir, i am beginners of mphil student. no idea about my data mining thesis project.what step i need proceed.what topic what area best for future scope?thank u.reply see the friends and authority.

  169. karthikeyan on Wed, 28th Dec 2011 7:06 am

    170. my email id is karthimsc2020@gmail.com
    no:9976198158

  170. Thought this was cool: 几篇Data Mining Research in 2011的文章 « CWYAlpha on Wed, 28th Dec 2011 8:34 am

    171. [...] Top 10 challenging problems in data mining [...]

  171. anita on Tue, 3rd Jan 2012 7:32 am

    172. I want to do my research work on data mining. Kindly suggest me some open problem.actuall i planned to my research in text mining.pls give some idea for my research. i,m doing mphil.pls send me related problems and some papers,pls teach me,plssssssssssss

  172. Rose on Thu, 5th Jan 2012 8:09 am

    173. hi,
    i want to do my phd in datamining.can you suggest me some research problems in data mining applications in banking.

  173. Balajee on Fri, 6th Jan 2012 2:29 pm

    174. Research in Data mining is popular @ Predictive analysis in cloud, Spatial Data mining , text mining and Business Intelligence. I suggest all the Researchers(Phd / M.Phil) to do Literature Review in Data mining that to oriented to your particular topic collect all Journals related to Spatial means collect all algorithms and make a study from these Journal society like IEEE, ACM, Elsevier,springer and Scopus for citations and make survey paper journal and publish. If u read more papers related to u’r topic u will be able easily identify the problems and in some papers they will suggest future work and in that paper itself u will find drawbacks…

    Al the best for the researcher’s…!

  174. Balajee on Fri, 6th Jan 2012 2:44 pm

    175. More ideas about data mining and CBR (case based Reasoning) tutorials
    http://www.mldm.de/tutorials.php

  175. Balajee on Fri, 6th Jan 2012 3:05 pm

    176. Data mining in Bioinformatics Presents new techniques on gene expression data mining, gene mapping for disease detection, and phylogenetic knowledge discovery.

  176. SUNDAR on Tue, 10th Jan 2012 9:35 am

    177. I want to do my Ph.D in data mining please suggest me some recent problems & data sets.

  177. sandesh dhawale on Tue, 10th Jan 2012 1:19 pm

    178. how much is there scope for research in data mining and data warehousing?

  178. sandesh dhawale on Tue, 10th Jan 2012 1:23 pm

    179. I m interested in doing research in data mining what are latest research topics in data mining and data warehousing?

  179. sasikala on Sat, 14th Jan 2012 12:04 pm

    180. sir/madam
    i m woring in a institution. my research area is data mining… i want to carry over my work in preprocessing… kindly help me by providing your idea as well as reearch oriented problem to carry over this

  180. thiruna on Wed, 18th Jan 2012 8:25 am

    181. how the data mining will be used in graph mining?.and what are the necessary
    functions ?we should know to use data mining in graph?. i am doing my phd in graph mining .pl suggest some problems with recent technology

  181. balajee on Thu, 19th Jan 2012 5:13 pm

    182. Hi thiruna, how the data mining will be used in graph mining?
    plz read this pdf it might help you, i hope so…

    MANAGING AND MINING GRAPH DATA
    charuaggarwal.net/gtoc.pdf

  182. balajee on Thu, 19th Jan 2012 5:19 pm

    183. Hi drashti,

    For literature review u collect the related papers of u’r topic oriented such as classification algorithms, applications, comparison of each classification algorithms, new algorithms in classification and also combination of two algorithms to give better result (Hybridization) concepts like this u collect all related papers from various journals that i have previously mentioned for literature review above check it and make a study on how to write a literature review in thesis and then frame it with all the papers u have collected in your own words …

  183. balajee on Thu, 19th Jan 2012 5:25 pm

    184. Hi sasikala,

    Problem should be found by u only… First choose the particular topic or platform , collect all the related papers from above mentioned journals by me… and make study well ,in few journals there will be some drawbacks and some future enhancement also using that u may also proceed further ….

  184. balajee on Thu, 19th Jan 2012 5:28 pm

    185. hi sandesh dhawale,

    Plz check my 173,174,175 u will get some ideas for research in data mining and i will also list it out the current trends later…

  185. praneesh on Tue, 31st Jan 2012 7:23 am

    186. frnds can any one tel the affinity propagation problems with image data

  186. social graph mining on Thu, 23rd Feb 2012 12:22 am

    187. Very informative post! I’m starting to understand what data mining is.

  187. Divya on Fri, 24th Feb 2012 6:19 pm

    188. I would like to combine backpropagation with random tree to improve accuracy ..is it possible do so?

  188. Sinchan on Mon, 27th Feb 2012 5:55 am

    189. Hi!
    Can you guide me where can i find the parameters where Data mining can be used in fuzzy logic. ie. where ever there are uncertainties fl can be applied but data mining cant b applied any where.
    Thanks!
    Cheers!

  189. saravanan on Fri, 23rd Mar 2012 6:07 am

    190. Hello sir/madam,

    I need recent problem or topics in data mining related to clustering or association rule. plz give me a valuable suggestion to start my phd., .

    thank you.

  190. Mohanapriya on Sat, 24th Mar 2012 6:27 am

    191. Respected Sir/Madam

    I have Registered M.phil. can you please guide me to do my research in data mining. I don’t know were to start and how to start. Suggest me a problem to start my thesis.

    Thank you in advance

  191. Richard F. Sands on Thu, 29th Mar 2012 11:05 am

    192. I was very pleased to find this web-site .I wanted to thanks for your time for this wonderful read!! I definitely enjoying every little bit of it.

  192. jerry on Tue, 3rd Apr 2012 4:07 pm

    193. Please I’d like to know the current research areas and topics in datamining for Ph.D program. Thanks a lot.

  193. amandeep on Wed, 4th Apr 2012 9:15 pm

    194. I am doing Msc nursing .Iwant to do my masters dissertation .work on data mining and topic area is diabetes .Suggest me a particular problem in diabetes field for carring out data miningNd also the tools to be used in data mining.

  194. Anupam Garg on Sun, 5th Aug 2012 10:56 am

    195. I am a Associate Profesor in an engineering college. I had started my P.hd 4 months ago. I want to define my problem related to medical imaging and datamining. But i am not able to find on which images i should start my work. Will anybody please help me.

  195. Risnandar on Fri, 7th Sep 2012 3:54 pm

    196. Hello,
    I’am a government employee in social ministry in Indonesia, I work in program and data research specialist, currently I am registered for M.Sc in math program, in statistic field. Now I am doing my thesis, can u help me for suggesting the update issue in data mining?? or do you have any website I can visit in current data mining issue..thanks in advance.

  196. ravi on Fri, 18th Jan 2013 11:29 am

    197. Ur blogs gives so much of information related data mining research.
    Thank you very much…

  197. Anuj Bhardwaj on Tue, 14th May 2013 4:36 pm

    198. I am doing M.tech. from RTU, kota. My area is analysis of data mining classification techniques in heart disease diagnosis using Weka tool. Can you plz suggest me further specifications.

  198. CPR on Sat, 18th May 2013 11:41 am

    199. Problems you have mentioned here here very are very common problem in this field. but you have tried great way to represent it in front of users.

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