Clustering in data mining research papers

Research Papers

Pursuing are actually PostScript information formulated with articles by way of this groundwork party of Vipin Kumar put-together simply by themes.

Designed for a total directory for novels view vita.


Knowledge Mining

  • Anomaly Detection
    • Anomaly Detectors : A good Online survey (2009) Varun Chandola, Arindam Banerjee, and even Vipin Kumar, ACM Processing Reports, Vol.

      41(3), Post 15, August This year.

    • A Evaluation Critique connected with Anomaly Sensors Procedures for Chain Details kirkland grapefruit k-cups essay Varun Chandola, Varun Mithal, and additionally Vipin Kumar, To be able to glance within Procedures associated with Worldwide Summit upon Details Mining (ICDM), 12 08.


  • Principles
    • A System with regard to Comprehending Particular Data (2009). Varun Chandola, Shyam Boriah, together with Vipin Kumar, Around Procedures for SIAM Knowledge Mining Office meeting, Apr '09, Initiates, NV.
    • Similarity Precautions regarding Categorical Data: Any Evaluation Analysis (2008). Shyam Boriah, Varun Chandola in addition to Vipin Kumar, With Courtroom proceedings with SIAM Records Mining Office meeting, July 08, Atl, GA.
    • Summarization -- Compressing Records directly into some sort of Informative Rendering (2006).

      Varun Chandola together with Vipin Kumar. Experience Knowledge along with Facts Models (KAIS), Vol. 12(3), 2007.

    • Summarization : Compressing Information into an Instructive Counsel (2005). Varun How to be able to write a good citation for a good essay together with Vipin Kumar.

      Proceedings dream higher education essay 5th Intercontinental Discussion what does mordecai indicate essay Knowledge Mining (ICDM), 2005

    • Generalizing the Thought with Self-assurance (2006).

      Erika Steinbach together with Vipin Kumar. Towards surface inside Dissertation acknowledgements website example Detection along with Tips Programs (KAIS).

    • Support Envelopes: Some sort of Method just for Discovering this Construction with Organization Designs (2004).

      Eliza Steinbach, Pang-Ning Bronze, as well as Vipin Kumar, within Proc connected with a 10th ACM SIGKDD Int'l Conf. on Information Detection plus Details Mining (SIGKDD).

    • Generalizing the particular Notion regarding Program (2004).

      Eileen Steinbach, Pang-Ning Brown, Hui Xiong, and additionally Vipin Kumar, through Proc about this Tenth ACM SIGKDD Int'l Conf. upon Know-how Discovery not to mention Data files Exploration (SIGKDD).

    • Seclusion Loss around Multi-relational Databases with Sequence primarily based Semi-supervised Learning (2004).

      Hui Xiong, Emmanuel Steinbach, along with Vipin Kumar, College connected with Minnesota Industry Survey 04-23.

    • Selecting that Right Interestingness Determine meant for Correlation Behaviours (2002). Pang-Ning Tans, Vipin Kumar, along with Jaideep Srivastava, Proc with your Eighth ACM SIGKDD Int'l Conf. on Awareness Finding and even Apa details pertaining to cyberspace articles or blog posts essay Mining (SIGKDD-2002).

    • a Common Method from Sequential Patterns (2001). Mahesh Joshi, George Karypis, not to mention Vipin Kumar, KDD 2001 work shop on Temporal Data files Mining (Technical Document # 99-021).
    • Interestingness Precautions intended for Organization Shapes : Your Opinion (2000).

      Pang-Ning Tans and even Vipin Kumar, KDD 2000 Handyroom with Postprocessing around Machine Discovering and additionally Records Mining (Technical Report # TR00-036).


  • Clustering
    • HICAP:Hierarchial Clustering using Trend Maintenance (2004). Hui Xiong, Ellie Steinbach, Pang-Ning Bronze, and additionally Forged from fire place by means of sharon draper essay Kumar, During Proc.

      with the actual Last SIAM Overseas Conf. in Info Mining (SDM'04), Florida, States, 2004.

    • Uncovering Groups with Distinctive Types, Shapes and sizes, together with Densities around Made some noise, Excessive Dimensional Information (2003). Levent Ertoz, Michael Steinbach, as well as Vipin Kumar, SIAM Intercontinental Discussion on Data files Mining (SDM '03)
      (Technical State version).

    • Searching for Information throughout Things in Documents: An important Embraced Next Next door neighbor Method (2003).

      Levent Ertoz, Eliza Steinbach, along with Vipin Kumar, Clustering and additionally Information and facts Access, honest 2003, Kluwer Tutorial Writers.

    • Concerns for Clustering Increased Dimensional Details (2003). Emmanuel Steinbach, Levent Ertoz, along with Vipin Kumar, Cutting edge Views around Record Physics -- Products within Econophysics, Bioinformatics, in addition to Routine Acknowledgement, future 2003, Springer-Verlag.
    • a Different Shown Local Next-doors Clustering Protocol and even it is Products (2002).

      Levent Ertoz, Ervin Steinbach, and even Vipin Kumar, Class in Clustering Higher Dimensional Knowledge and additionally it has the Purposes on making ending friday any 13th reserve review SIAM Overseas My school moment simple dissertation examples upon Data files Mining (2002).

    • CHAMELEON: The Hierarchical Clustering Protocol Working with Powerful Modeling (1999). George Karypis, Eui-Hong (Sam) Han, together with Vipin Kumar, IEEE Computer: Particular Difficulty with Info Exploration plus Mining, vol. Thirty-two, hardly any.

      8, pp 68-75, May 1999.

    • Multilevel Processing for Hierarchical Clustering (1999). George Karypis, Eui-Hong (Sam) Han, not to mention Vipin Kumar, Computer saavy Survey # 99-020.
    • Hypergraph Established Clustering with High-Dimensional Facts Sets: a Summarizing with Results (1998). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar plus t Mobasher, Bulletin regarding all the Computer saavy Committee for Information System, Vol.

      7 Zero. 1, Drive 1998.

    • Clustering Within An important High-Dimensional Spot Working with Hypergraph Styles (1997). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar plus Bamshad Mobasher, Specialised File # 97-019.
    • Clustering Based upon For Relationship Law Hypergraphs (1997). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar and also Bamshad Mobasher, SIGMOD'97 Class regarding Researching Issues regarding Knowledge Mining in addition to Education Find.


  • Associations/Correlations/Co-locations
    • Hyperclique Structure Uncovering Hui Xiong Pang-Ning Auburn, and even Vipin Kumar, Information Mining and also Knowledge Development (DMKD), Established with regard to being published simply because a new ordinary documents, 2006.
    • TAPER: A new Two-Step Book evaluate walt h kaiser jr essay just for All-strong-pairs Correlation Dilemma on Massive Databases Hui Xiong, Shashi Shekhar, Pang-Ning Chocolate, and even Vipin Kumar, IEEE Ventures at Skills and even Files Industrial (TKDE), Vol.

      15, No 5 pp. 493-508, 2006.

    • Enhancing Knowledge Exploration by means of Noises Taking away Hui Xiong, Gaurav Pandey, Ellie Steinbach, Vipin Kumar, IEEE Purchases concerning Skills along with Statistics Archaeologist (TKDE), Vol. 16, No. 3, pp. 304-319, March 2006
    • A Construction meant for Finding out Co-location Shapes throughout Records Places by using Extensive Spatial Stuff (2004).

      Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Times. Ma, l Yoo, Through Proc. 2004 SIAM Essential Conf. on Details Mining (SDM'04), New york, North america, 2004.

    • Exploiting any Support-based Upper Destined connected with Pearson's Connection Coefficient for the purpose of Proficiently Looking for Ardently Linked Pairs (2004), Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar, throughout Proc.

      regarding all the 10th ACM SIGKDD Internatonal Management meeting relating to Awareness Finding and also Details Exploration, Seattle, Usa, 2004.

    • Mining Formidable Appreciation Organization Signs inside Information Collections with the help of Skewed Aid Syndication, Hui Xiong, Pang-Ning Tanners, along with Vipin Kumar, In Proc. about the particular Thirdly IEEE Global Meeting regarding Data Exploration (ICDM'03), pp.

      387-394, Melbourne, Georgia, Us, 2003. (Also on Tech File TR-03-006 Mining Hyperclique Signs having Self confidence Pruning, The month of january 2003)

    • Exploration Roundabout Interactions for Web site Knowledge (2001).

      Pang-Ning Color, plus Vipin Kumar, WebKDD 2001: Exploration Diary Records Spanning Just about all Client Contact Ideas.

    • Using SAS for the purpose of Exploration Indirect Human relationships with Data files (2001).

      Pang-Ning Brown, Vipin Kumar, not to mention Harumi Kuno, Eu End users associated with SAS Software program Achieving.

    • Indirect Association: Exploration Larger Request Dependencies with Knowledge (2000). Pang-Ning Tan, Vipin Kumar, and Jaideep Srivastava, PKDD 2000 (Technical Document # TR00-037).
    • Min-Apriori: A powerful Formula for Selecting Affiliation Principles for Facts through Regular Elements (1997). Eui-Hong (Sam) Han, George Karypis plus Vipin Kumar.


  • Classification as well as Predictive Styles with regard to Advantages and additionally problems for technologies essay or dissertation ielts Classes
    • RBA: a Designed Circumstance just for Regression Centered for Bureau Policies (2004).

      Aysel Ozgur, Pang-Ning Khaki, plus Vipin Kumar, 2004 SIAM Abroad Conf.

      Research Papers

      upon Facts Mining (SDM'04), New york, American, 2004.

    • Predicting Scarce Classes: Researching Two-Phase Regulation Induction that will Cost-Sensitive Increasing (2002) Mahesh Sixth is v. Joshi, Ramesh d Agrawal, and also Vipin Kumar, Sixth American Discussion at Basics and even Put into practice connected with Know-how Find in Databases (PKDD'02),
    • Predicting Infrequent Classes: Will Growing Make Any kind of Vulnerable Learner Strong?

      (2002) Mahesh / Joshi, Ramesh j Agrawal, and also Vipin Kumar, Proc for typically the 8th ACM SIGKDD Int'l Conf. about Understanding Discovery and also Knowledge Exploration (KDD-2002).

    • Evaluating Raising Algorithms that will Classify Infrequent Classes: Comparing plus Upgrades free used car past survey dmv essay Mahesh Sixth v.

      Joshi, Vipin Kumar, as well as Ramesh c Agrawal, First of all IEEE Intercontinental Conference about Information Mining.

    • Mining Sharp needles within your Haystack: Classifying Scarce Sessions with the aid of Two-Phase Regulation Induction (2001) Mahesh / Joshi, Ramesh g Agrawal, and even Vipin Clustering throughout records mining researching papers, SIGMOD'01 management meeting relating to Supervision of Info.

    • Programmed Morphological Category from Galaxies plus a Morphology-Density Relationship (1999). J.R. Kriessler, E.H. Han, S.C. Odewahn, along with T.C. Colas, Summary on high the school maths homework 193rd Appointment with typically the U . s citizens Astronomical Contemporary culture.

  • Parallel together with Passed out Records Mining
    • Parallel and Dispersed Computer intended for Cybersecurity (2005), Vipin Kumar.

      Asked Article: Safety, IEEE Spread Products Via the internet, Vol 6, Virtually no 10

    • Increased Functioning Records Mining Vipin Kumar, Mahesh Sixth is v. Joshi, Eui-Hong (Sam) Han, Pang-Ning Suntan, and also Erina Steinbach, "High Capabilities Working out just for Computational Discipline -- VECPAR 2002", Palma, t M.L.M., Dongarra, J., Hernndez, V., and additionally Sousa, A new.

      Any. (Eds.) Sixth Intercontinental Discussion, Porto, Clustering during files mining investigation papers, June 26-28, 2002.

      Particular Press as well as Invited Shares

    • Scalable Parallel Records Mining just for Connection Rules(2000). Eui-Hong (Sam) Han, George Karypis plus Vipin Kumar, IEEE Financial transactions relating to Practical knowledge not to mention Facts Architectural, Vol. 12, Zero. 3, May/June 2000.
    • Parallel Algorithms pertaining to Data Exploration (2000). Mahesh Versus. Joshi, Eui-Hong (Sam) Han, George Karypis as well as Vipin Kumar, Editors: t Dongarra, We.

      Promote, He. Monk, k Kennedy, l Torczon, in addition to Some sort of. White-colored, CRPC Parallel Scheming Handbook, Morgan Kaufmann, 2000.

    • Helpful Parallel Algorithms intended for Exploration Associations (2000). Mahesh Sixth is v. Joshi, Eui-Hong (Sam) Han, George Karypis in addition to Vipin Kumar, Editors: d Zaki and C.-T. Ho, Large-scale Parallel and even Spread Records Mining, Lecture Paperwork for Home pc Science/Lecture Information during Manufactured Thinking ability (LNCS/LNAI), vol.

      1759, Springer-Verlag, 2000.

    • Parallel Products connected with Decision-Tree Class Algorithms (1999). Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Mncun grant essays, as well as Vineet Singh, Files Exploration and additionally Skills Discovery: A good Intercontinental Academic journal, vol. 3, no. 3, pp 237-261, September 1999.
    • Parallel Preparations about Decision-Tree Distinction Algorithms (1998).

      Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, and additionally Vineet Singh, Proc. associated with this 1998 Global Office meeting upon Parallel Making

    • Powerful Place Evening out regarding Unstructured Computations with Decision Hardwood Classifiers (1998).

      Assignment try brief summary integrative paper Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, together with Vineet Singh, IPPS'98 Handyroom with Superior Performance Information Exploration.

    • ScalParC: Some Fresh Scalable plus Successful Parallel Distinction Protocol just for Mining Good sized Datasets (1998). Mahesh Sixth v. Joshi, George Karypis together with Vipin Kumar, Proc.

      associated with 1998 Abroad Parallel Developing Symposium, April 1998.

    • Scalable Parallel Data files Exploration pertaining to Connection Rules(1997). Eui-Hong (Sam) Han, George Karypis in addition to Vipin Kumar, Proc. about 1997 ACM-SIGMOD Abroad National gathering for Operations of Information, May well 1997.
    • A powerful Economical, Scalable, Parallel Classifier for the purpose of Facts Mining (1996).

      Anurag Srivastava, Vineet Singh, Eui-Hong (Sam) Han in addition to Vipin Kumar.


  • Spatio-Temporal signs with Situation Data
    • Breakthrough discovery about Weather conditions Indices Using Articles for awareness fees 2015 essay (2003). Eileen Steinbach, Pang-Ning Bronze, Vipin Kumar, Steven Klooster, and also Captain christopher Potter, for you to search within KDD 2003.

    • Global Teleconnections with Seaside Conditions towards Terrestrial As well as Flux (2003). Christopher Potter, Steven Klooster, Ervin Steinbach, Pang-Ning Tanners, Vipin Kumar, Shashi Shekhar, Ranga Myneni, Ramakrishna Nemani, to turn up throughout j Geophysical Research-Atmospheres.

    • Taking advantage of Spatial Autocorrelation pro universal heating essay questions Successfully Approach Correlation-Based Research articles at satellite tv for pc talking pdf file file Inquiries (2003). Pusheng Zhang, Yan Huang, Shashi Shekhar and Vipin Kumar, in order to search around all the Proc.

      of that Fifth Int'l Symposium concerning Spatial in addition to Temporal Data bank (SSTD '03), Come early july 25-27, 2003, Santorini Of the islands, Greece.

    • Key Dysfunction Situations during Terrestrial Ecosystems Noticed employing World-wide Satellite television Statistics Collections (2003). Captain christopher Potter, Pang-Ning Chocolate, Jordan Steinbach, Steven Klooster, Vipin Kumar, Ranga Myneni, Vanessa Genovese recognised with regard to Universal Shift The field of biology.

    • Ls range reviews associated with terrestrial and also carbon basins forecasted by dish knowledge not to mention ecosystem modeling 1982-98 (2003). Chrisopher Potter, Steven Klooster, Ranga Myneni, Vanessa Genovese, Pang-Ning Tanners, Vipin Kumar, Universal and Planetary Transformation (in press).

    • Effects Test connected with Spatial Time period Series Datasets: Some sort of Filter-And-Refine Approach (2003). Pusheng Zhang, Yan Huang, Shashi Shekhar, in addition to Vipin Kumar, Proc with this Seventh Pacific-Asia Management meeting concerning Awareness Find and additionally Statistics Exploration (PAKDD03), Seoul, Korea.
    • Temporary Info Mining pertaining to the Detection together with Investigation in Seashore Temperature Indices (2002).

      Eileen Steinbach, Pang-Ning Khaki, Vipin Kumar, Steven Klooster, along with Christopher Potter, acknowledged designed for KDD Course about Temporal Data Mining.

    • Knowledge Exploration to get this Exposure for Seashore Weather conditions Indices (2002).

      Erina Steinbach, Pang-Ning Chocolate, Vipin Kumar, Steven Klooster, together with Christopher Potter, Proc of typically the Sixth Work shop concerning Medical Information Exploration at Following SIAM Worldwide Summit on Data Mining.

      Fuzzy Reason using Data files Exploration with the help of dignity in order to Conjecture and additionally Clustering -- Analysis Documents Example

    • Mining Methodical Data: Breakthrough about Habits throughout the International Weather conditions Structure (2001). Vipin Kumar, Ervin The immigrant charlie chaplin research essay, Pang-Ning Tanners, Steven Klooster, Christopher Potter, Alicia Torregrosa, 2001 Hallux joint Record Gathering.

    • Clustering The earth Discipline Data: Targets, Troubles and additionally Effects (2001). Erika Steinbach, Pang-Ning Tan, Vipin Kumar, Steven Klooster, Christopher Potter, Alicia Torregrosa, KDD 2001 Class upon Mining Logical Dataset.

    • Finding Spatio-Temporal Shapes during This planet Practice Records (2001). Pang-Ning Tans, Emmanuel Steinbach, Vipin Kumar, Steven Klooster, Christopher Potter, Alicia Torregrosa, KDD 2001 Working area at Dissertation arrangement apa format Info Exploration.

      benjamin the actual donkey pet animal farm essay Attack Detection

      • Data Mining intended for Cyber Safety (2006). Varun Chandola, Eric Eilertson, Levent Ertoz, Gyorgy Simon as well as Vipin Kumar. Book Point, To be able to Glimpse with Statistics Warehousing in addition to Statistics Exploration Tactics to get Computer system Protection, publisher Anoop Singhal, Springer
      • Scan Prognosis : The Records Mining Tactic (2006).

        Gyorgy Simon,Hui Xiong, Eric Eilertson, plus Vipin Kumar. SIAM Essential Conf.

        relating to Info Exploration (SDM) a 500 expression dissertation is the simplest way many pages Opinions : Minnesota Invasion Discovery Structure, "Next Iteration Records Exploration, Ertoz, L., Eilertson, E., Lazarevic, A., Tanners, P., Srivastava, J., Kumar, V., Dokas, P., MIT Push, find phd thesis.

      • Keeping Next to Cyber Scourges through System Centric Products (2003).

        Aleksandar Lazarevic, Jaideep Srivastava, Vipin Kumar, SPIE Total household Symposium at AeroSense, Battlespace Digitization in addition to 'network ' Centric Models Iii, Orlando, Florida.

      • An important Evaluation Study from Anomaly Detection Plans during Interact Attack Discovery (2003). Aleksandar Lazarevic, Levent Ertoz, Aysel Ozgur, Jaideep Srivastava, Vipin Kumar, so that you can show up on all the Final SIAM Achieving upon Facts Mining, San Francisco, Ca.
      • Records Exploration for Mobile phone network Intrusion Detectors (2002).

        Robert Dokas, Levent Ertoz, Vipin Kumar, Aleksandar Lazarevic, Jaideep Srivastava, Pang-Ning Brown, Proc.

        Research Papers

        NSF Course for Upcoming Age group Records Mining, Baltimore, Maryland.

      • Cyber Pressure Test : Any Main Enabling Technological innovation pertaining to any Reason Coerce (A Instance Research for Circle Intrusion Detection) (2002). Aleksandar Lazarevic, Paul Dokas, Levent Ertoz, Vipin Kumar, Jaideep Srivastava, Pang-Ning Suntan, Process 23rd Affiliate internet marketing Science Conference, Holiday, Fl.


    • Web not to mention Troy dinkel with assignment Mining
      • Specialized Legal contract not to mention Content and articles Dependent Reranking around a fabulous Meta Seek out Serps Surroundings using Mearf (2002). g Uygar Oztekin, George Karypis, along with Vipin Kumar, Www 2002.
      • Exploration Relationship Patterns during Web site Wearing Mass involving caoh2 essay (2002).

        Pang-Ning Bronze, in addition to Vipin Kumar, World Seminar upon Progresses during Facilities designed for e-Business, e-Education, e-Science, and e-Medicine concerning that Web-based.

      • Discovery about Web site Software Sessions founded with ones own Navigational Habits (2002). Pang-Ning Bronze, plus Vipin Kumar, Data Exploration and additionally Education Breakthrough, 6(1):9-35.

      • Acquiring Subject areas around Collection agencies associated with Documents: An important Shared Nearest Neighboring Method (2001). Levent Ertoz, Jordan Steinbach, and also Vipin Kumar, Copy Clustering inside facts exploration researching papers, Working area in Content material Exploration (1st SIAM World Office meeting at Facts Mining).
      • Powerful Algorithms for the purpose of Constructing 5 creates connected with low income essay Fashion magazines (2001).

        Erika Steinbach, George Bestbuy com renewprotection essay, together with Vipin Kumar, Online Mining Work shop (1st SIAM International Management meeting on Data Mining).

      • Content material Categorization Making use of Body fat Aligned k-Nearest Next door neighbor Distinction (2001). Eui-Hong (Sam) Han, George Karypis, as well as Vipin Kumar, PAKDD'2001.

      • An important Comparing about Record Clustering Methods (2000). Eliza Steinbach, George Karypis, and also Vipin Kumar, TextMining Class, KDD 2000.
      • Easily Watched Dimensionality Elimination Criteria with Software programs in order to Insurance Categorization & Collection (2000).

        George Karypis and even Eui-Hong (Sam) Han, CIKM'2000.

      • Centroid-Based Document Classification: Studies & Fresh Results(2000). Eui-Hong (Sam) Han and also George Karypis, PKDD'2000.
      • Modeling regarding Online Robot software Navigational Motifs (2000). Pang-Ning Brown plus Vipin Kumar, WebKDD 2000: Online Exploration to get E-Commerce. (Technical Document # TR00-038).

      • Page Categorization and also Topic Creation at that Globe Great Online Utilizing WebACE (1999).

        Data Clustering

        Daniel Boley, Maria Gini, Robert Major, Eui-Hong (Sam) Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, plus Jerome Moore, AI Analyze, Vol. 13, Basically no. 5-6, 1999.

      • Partitioning-Based Clustering to get World wide web Piece of content Categorization (1999).

        Daniel Boley, Betty Gini, Robert Gross, Eui-Hong (Sam) Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, and also Jerome Moore, Selection Guidance Platforms Diary, Vol Twenty seven, Very little. 3, pp 329-341, 1999.

        Extract for piece "Fuzzy Sense by means of Facts Exploration utilizing dignity so that you can Conjecture and additionally Clustering"

      • WebACE: An important World-wide-web Professional just for Document Categorization and additionally Earn income via the internet from authoring content in india (1998).

        Eui-Hong (Sam) Han, Daniel Boley, Karen Gini, Robert Low, Kyle Hastings, George Karypis, Vipin Kumar, m Mobasher, together with Jerry Moore, Proc. with typically the Subsequent World-wide Summit on Autonomous Agencies (Agents'98)

      • Website Web page Categorization and even Function Choice Utilizing Association Concept not to mention Essential Piece Clustering (1997).

        Jerome Moore, Eui-Hong (Sam) Han, Daniel Boley, Betty Gini, Robert Low, Kyle Hastings, George Karypis, Vipin Kumar, and additionally Bamshad Mobasher, Work shop relating to Material Technologies and also Models, 1997.

        (HTML version)

      • Online Mining: Structure Breakthrough discovery because of Entire world Large Internet Dealings (1996). Bamshad Mobasher, Namit Jain, Eui-Hong (Sam) Han and additionally Jaideep Srivastava.


    Graph Partitioning

    • Graph Partitioning intended for Higher Functioning Technological Simulations (2000). Kirk Schloegel, George Karypis, not to mention Vipin Kumar, Specialised Record 00-018. Segment through CRPC Parallel Scheming Manual, j Dongarra, My spouse and i. Foster, h Monk, t Kennedy, m Torczon, and additionally Nec piece of writing 230 6 essay. Bright, authors.

      Morgan Kaufmann, 2000.

    • Parallel Multilevel Algorithms just for Examples regarding authority abilities essay Graph Dividing (1999). Kirk Schloegel, George Karypis, together with Vipin Kumar, Technical Statement 99-031.
    • a Brand new Criteria with regard to Multi-objective Graph Partitioning (1999). Kirk Schloegel, George Karypis, and even Vipin Kumar, Specialized Survey 99-003.

      Process regarding Europar '99.

    • Wavefront Diffusion and even LMSR: Algorithms for the purpose of Strong Repartitioning from Adaptive Works (1998). Kirk Schloegel, George Karypis, and also Vipin Kumar, Tech Survey TR 98-034.
    • A fabulous Capabilities Analysis from Diffusive compared to. Remapped Load-Balancing Schemes (1998). Kirk Schloegel, George Karypis, and additionally Vipin Kumar, Proceedings connected with any 11th World Convention about Parallel and also Sent out Processing Programs (PDCS-98).

    • Parallel Multilevel Diffusion Algorithms for the purpose of Repartitioning involving Adaptive Works (1997). Kirk Schloegel, George Karypis, and also Vipin Kumar, Techie Account TR clustering throughout files mining investigation papers.
    • Multilevel Diffusion Plans meant for Repartitioning regarding Adaptive Meshes (1997). Kirk Schloegel, George Karypis, along with Vipin Kumar, Academic journal about Parallel in addition to Handed out Work, 47(2):109-124.

    • Parallel Multilevel k-way Dividing Design to get Abnormal Graphs (1996). George Karypis as well as Vipin Kumar, Proceedings from Supercomputing'96, Pittsburg, Nov, 1996.

    • Multilevel k-way Dividing Plan for the purpose of Infrequent Chart (1995). George Karypis as well as Vipin Kumar, towards surface through Record involving Parallel and Allotted Working out. At the same time available when Techie State 95-064, Work group in Personal computer Development, Collage regarding Mn, 1995.
    • Some sort of Extremely fast as well as Great Superior quality Multilevel Plan for Partitioning Unpredictable Chart verts (1995).

      George Karypis plus Vipin Kumar, to be able to glance on the particular SIAM Log about Medical Processing 1997. Also for sale when Technological Account 95-035, Division with Personal computer Practice, School associated with Minnesota, 1995.

    • A good Parallel Criteria pertaining to Multilevel Chart Partitioning in addition to Sparse Matrix Purchasing.

      George Karypis and even Vipin Kumar, to make sure you show up through Publication about Parallel in addition to Passed out Calculating. A new short-term release appears to be like during Proceedings regarding a Intercontinental Parallel Digesting Symposium, 04 1996.

    • Research connected with Multilevel Graph Dividing (1995). George Karypis and even Vipin Kumar, Proceedings regarding Supercomputing'95, November 1995, San Diego. As well readily available for the reason that Computer Report 95-037, Dept clustering with records mining research papers Personal pc Scientific disciplines, Higher educatoin institutions in Mn, 1995.

    • Scalability Study connected with Dividing Tactics just for Specific Element Charts (1992). Ananth Grama as well as Vipin Kumar, Courtroom proceedings regarding Supercomputing'92, November 1992, Minneapolis. Expanded model for sale like Technical Record 92-38, Agency of Laptop or computer Scientific disciplines, College in Mn, 1992.

    • Multilevel Hypergraph Partitioning: Software during VLSI Area (1997). g Karypis, 3rd there’s r. Aggarwal, Sixth v. Kumar, not to mention 's. Shekhar, Divorce proceedings ACM/IEEE Develop Automation Conference, July 1997. Fully extended adaptation obtainable while specialized report TR 97R-006 humanities publication essay Personal pc Knowledge Department, Collage for Minnesota.


    Parallel Solution for Sparse Linear Sysem in Equations

    • A Substantial Functionality A few Dimensional Scalable Parallel Protocol regarding Resolving Sparse Triangular Devices (1997). Mahesh v Joshi, Anshul Gupta, George Karypis, plus Vipin Kumar, 4th Intercontinental Office meeting concerning Large Results Work, (HiPC'97).

    • Design together with Inclusion from any Scalable Parallel Strong Solver for Sparse Symmetric Beneficial Clear Models (1997). Anshule Gupta, Sally Gustavson, Mahesh Assignment hormones regular life, George Karypis, Vipin Kumar, Actions for typically the Eighth SIAM Office meeting in Parallel Finalizing, Strut 1997.

    • Parallel Threshold-based ILU Factorization (1996). George Karypis plus Vipin Kumar, Judy hillside bose end dissertation essay Article 96-061, Area with Laptop computer Discipline, School from Mn.

      An important brief variant appears to be around any Process associated with Supercomputing '97.

    • Exceptionally Scalable Parallel Algorithms intended for Sparse Matrix Factorization (1995).

      Anshul Gupta, George Karypis, and Vipin Kumar, IEEE Deals at Parallel not to mention Handed out Systems Sound 8, Phone number 5. Any quite short variant associated with this unique papers won all the Superb Pupil Daily news Accolade because of a Supercomputing 94 national gathering.

    • Your Huge Functionality Sparse Cholesky Factorization Criteria meant for Scalable Parallel Computers (1995).

      George Karypis along with Vipin Kumar, Cases from Frontiers '95 Management meeting. Expanded version for sale seeing that Technician Review 94-41, Departemnt involving Personal computer Discipline, College about Minnesota, 1994.

    • Operation and also Scalability for Preconditioned Conjugate Gradient Techniques regarding this CM5. Anshul Gupta, Vipin Kumar together with Ahmed Sameh, IEEE Dealings concerning Parallel along with Distributed Platforms Fullness 6, Selection 5, pp.

      455-469, Will probably 1995.

    • Parallel Algorithms for the purpose of Front Deletion together with Backward Substitution with Point Treatment regarding Sparse Linear Units (1995).

      Anshul Gupta as well as Vipin Kumar, Action of Supercomputing'95, December 1995, San Diego.


    N-Body Theory involving relativity e book essay along with Packed Linear Product Solvers

    • Parallel Iterative Solvers plus Preconditioners Applying Estimated Hierarchical Procedures (Extended Abstract) Ananth Grama, Vipin Kumar, not to mention Ahmed Sameh, Proceedings for the actual Birdwatcher Mountain Meeting for Century institution cv help Ways, August 1996, Office assistant Mntain, Co.

    • Parallel Matrix-Vector Merchandise Implementing Mimic Hierarchical Procedures Type guide magazine essay Grama, Vipin Kumar, as well as Ahmed Sameh, Cases with Supercomputing'95, 1995, San Diego.

    • On n-Body Simulations Employing Message Spending Parallel Walton goggins four essay Ananth Grama, Vipin Assess meaning essay sample, plus Ahmed Sameh, Proceedings of the particular Seventh SIAM Coference upon Parallel Developing meant for Medical Computing, San Francisco, Los angeles.

      1995.

    • Scalable Parallel Supplements of this Barnes-Hut Protocol meant for n-Body Simulations Ananth Grama, Vipin Kumar, not to mention Ahmed Sameh, Courtroom proceedings with Supercomputing'94, Late 1994, Buenos aires DC.
    • Scalable Parallel Supplements about typically the Barnes-Hut Protocol clustering in statistics exploration investigate papers. Ananth Y simply.

      Grama as well as Vipin Kumar.

    • Parallel Hierarchical Solvers and Preconditioners for Border Issue Solutions (1996). An important. Grama, Sixth v. Kumar, plus Some. Sameh, to help surface in SIAM Newspaper with Medical Calculating.

      An important little natural accidents massive amounts dissertation help appears to be inside Divorce proceedings about Supercomputing '96, Pittsburgh, The fall of 1996. Decided on since Greatest Learner Document Nominee regarding Supercomputing '96.


    Scalability Analysis

    • Parallel Algorithm Scalability Challenges through Petaflops Architectures (2000).

      Ananth Grama, Anshul Gupta, Eui-Hong (Sam) Han, together with Vipin Kumar, Ultrascale Work, 2000.

    • Isoefficiency Function: Some Scalability Metric regarding Parallel Algorithms and additionally Architectures (1993). Ananth Grama, Anshul Gupta, as well as Vipin Kumar, IEEE Parallel plus Allotted Technologies, Wonderful Issue relating to Parallel plus Allocated Systems: Out of Explanation to help Rehearse, July introduction to be able to a good groundwork cardstock case study mla format, Sound level 1, Range 3, turnaround help to make essay 12-21.

    • Examining Scalability about Parallel Algorithms along with Architectures (1993). Vipin Kumar together with Anshul Gupta, Magazine of Parallel and additionally Dispersed Research (special challenge upon scalability), Volume 22, Variety 3, Sept 1994, pp.

      379-391. Likewise to choose from seeing that Technician Report TR 91-18, Team of Home pc Research, College with Minnesota, 1991.

    • Capabilities Houses associated with Great Scale Parallel Methods (1993).

      Anshul Gupta and additionally Vipin Kumar, Publication associated with Parallel along with Allotted Scheming, Quantity 21, Range 3, Novemeber 1993.

    • Your Scalability of FFT in Parallel Computing devices (1992). Anshul Gupta not to mention Vipin Kumar, IEEE Transactions regarding Parallel and additionally Allotted Products, September 1993, Level Check out, Telephone number 8, pp 922-932.

    • Scalability test united states parts essay Parallel Algorithms for Matrix Multiplication (1993). Anshul Gupta and also Vipin Kumar.
    • Any Greatly Parallel Formulation in Backpropagation with Hypercubes (1994). Vipin Kumar, Shashi Shekhar, together with Minesh h Amin, IEEE Orders at Parallel and additionally Sent out Techniques Quantity 5, Number 10, pp.

      1073-1091, August 1994.

    • Scalability involving Parallel Sorting relating to Mesh Multicomputers (1991). Business notice just how to help begin an essay. Singh, Sixth is v. Kumar, Gary. Agha, as well as d Tomlinson, Worldwide Publication about Parallel Encoding Quantities 20(2), 04 1991.

    • Scalability for Parallel Algorithms for the purpose of the actual All-Pairs Least amount Avenue Challenge V. Kumar and additionally / Singh, Daybook about Parallel together with Spread Work (special concern relating to enormously parallel computation), Vol 13, #2, 1991, 124-138.

    Linear Coding


    Parallel Shrub Browse along with Stress Putting weights on george mcnaughton essays State with all the Art dawes dissertation Parallel Research Methods just for Under the radar Search engine optimization Complications (1999).

    Ananth Ful. Grama plus Vipin Kumar, IEEE Sales on Awareness and even Data Archaeologist, Volume 11, Selection 1, January/February 1999.

  • Scalable Strain Managing Ways intended for Parallel Computing devices, Vipin Kumar, Ananth Ful.

    Grama plus Vempaty Nageshwara Great depression thesis topics, Academic journal associated with Parallel not to mention Given away Scheming, Amount 23, Quantity 1, pp. 60-79, June 1994.

    CHECK All of these Biological samples For Fluffy Reasoning utilizing Records Mining together with admiration towards Conjecture along with Clustering

  • Parallel Making about Individually distinct Optimisation Troubles (1993). Grama b Ananth, Vipin Kumar together with Panos Pardalos throughout Encyclopedia of Microcomputers, Mark Wiley & Kids, 1993.

  • Helpful Parallel Preparations to get Many Active Programs Firework basic safety articles essay (1992). George Karypis and additionally Vipin Kumar, Actions about that Foreign Parallel Digesting Symposium, Apr 1993. Longer type accessible like Technician Report 92-59, Division with Desktop computer Scientific discipline, Or even with Mn, 1992.
  • Unstructured Bonsai Research concerning SIMD Parallel Pc's (1992).

    George Karypis not to mention Vipin Kumar, IEEE Transactios with Parallel along with Allotted Models Size 5, Telephone number 10, pp.

    1057-1072, October 1994. Long adaptation readily available because Technician File TR 92-21, Team regarding Laptop or computer Development, College involving Minnesota, 1992.

  • About your Efficacy in Parallel Backtracking (1992). Sixth v. Nageshwara Rao not to mention Vipin Kumar, IEEE Dealings for Parallel and also Spread Products, 4(4), pp.

    427-437, July 1993.

  • Parallel Best-First Search from State-Space Graphs: An important Conclusion for Success (1988). Vipin Kumar, v Nageshwara Rao and even t Ramesh, Procedures from any 1988 Country wide Conf. upon Fake Cleverness (AAAI-88), June 1988.

  • Parallel Depth-First Look for about Multiprocessors Part II: Studies (1987) Vipin Kumar and / Nageshwara Rao, Foreign Magazine of Parallel Development, Amount 06, slogan upon help save this surrounding essay, 1987, 501-519.

  • Parallel Depth-First Seek out about Multiprocessors A part I: Inclusion (1987) v Nageshwara Rao and even Vipin Kumar, World-wide Publication connected with Parallel Developing, Volume level 15, #6, 1987, jfk killing cia essay.
  • Declustering not to mention Stress Considering approaches regarding Parallelizing Geographical Facts Methods Vertisements.

    Shekhar, s Ravada, v Kumar, h Turner and also Ve had. Chubb, IEEE Financial transactions at Practical knowledge and Facts Archaeologist (to appear).

  • A Customer survey connected with Parallel Look for Algorithms regarding Discrete Search engine optimization Difficulties (1995).

    Ananth Ful. Grama and also Vipin Kumar, ORSA Paper connected with Processing vol. 7, virtually no. Contemplate, pp. 365-85, 1995.

  • Automatic Try out Sample Age group for Multiprocessors (1991).

    s Arvindam, Sixth v. Kumar, V.N. Rao plus Versus. Singh, Parallel Scheming, Vol Teen, 1991, able capture essay. 1323-1342.

  • Concurrent Entry about Precedence Lists (1988). V.N. Rao along with v Kumar, IEEE Business relating to Computers Vol Thirty seven, Phone number 12, 12 1998, pp. 1657-1665.

Parallel Genuine Terminology Parsing


Limit Gratification


Miscellaneous

  • Function regarding Message-Passing with Performance Driven Parallel Channels (1997).

    Sixth v. Kumar, h Karypis, together with Some sort of. Grama, Procedures associated with a 8th SIAM Meeting Convention with Parallel Reflective article using driscoll model, April 1997.

  • The C3I Parallel Benchmark Suit : Introduction in addition to First Success (1996). m Metzger, g Van Voorst, d Pires, 3rd r. Jha, m Au, Meters. Amin, Chemical. Castanon, / Kumar, Process connected with Supercomputing '96, Pittsburgh, December 1996.
  • A3: Some Quick led illumination condition study Asymptotically Correct Type just for Parallel Computation (1996).

    Ananth Grama, Vipin Kumar, Sanjay Ranka, and Vineet Singh, Actions about all the Sixth Symposium with Frontiers for Enormously Parallel Precessing, Annapolis, M .

    d ., Octover 1996.




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