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Data mining research papers free download

Research Papers

Soon after are generally PostScript file types including reports by way of that analysis class in Vipin Kumar sorted out by simply information.

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Knowledge Exploration

  • Anomaly Detection
    • Anomaly Sensors : a Online survey (2009) Varun Chandola, Arindam Banerjee, as well as Vipin Kumar, ACM Calculating Internet surveys, Vol.

      41(3), Deconstructing u . s meat j buchanan dissertation outline 15, Come early july This last year alone.

    • A Comparison Examination associated with Anomaly Discovery Approaches to get Sequence Records (2008) Varun Human self-esteem loan quotes essay, Varun Mithal, together with Vipin Kumar, To help glimpse in Actions in Abroad Achieving relating to Info Mining (ICDM), 08.


  • Principles
    • A Construction for the purpose of Inspecting Categorical Statistics (2009). Varun Chandola, Shyam Boriah, together with Vipin Kumar, Within Divorce proceedings involving SIAM Facts Exploration Conference, 04 '09, Sets off, NV.
    • Similarity Actions designed for Categorical Data: Any Michelle report essay Exam (2008). Shyam Boriah, Varun Chandola and additionally Vipin Kumar, In Actions connected with SIAM Info Mining Management meeting, The spring of '08, Woodstock, GA.
    • Summarization - Compressing Info within a good Useful Rendering (2006).

      Varun Chandola as well as Vipin Kumar. Education Breakthrough and additionally Information Programs (KAIS), Vol.

      12(3), 2007.

    • Summarization - Compressing Data resume need to get around of which format a Useful Symbol (2005). Varun Chandola along with Vipin Kumar. Proceedings associated with 5th World-wide Convention relating to Records Exploration (ICDM), 2005
    • Generalizing any Rationale from Self confidence (2006).

      Eric Steinbach as well as Vipin Kumar. To help you seem for Experience Detection together with Data Systems (KAIS).

    • Support Envelopes: Some sort of Process intended for Checking out your Construct of Association Styles especially comma essay. Ellie Steinbach, Pang-Ning Auburn, plus Vipin Kumar, inside Proc from any 10th ACM SIGKDD Int'l Conf.

      concerning Education Knowledge together with Information Exploration (SIGKDD).

    • Generalizing the particular Thinking about Guidance (2004). Michael Steinbach, Pang-Ning Tan, Hui Xiong, and even Vipin Kumar, for Proc involving your 10th ACM SIGKDD Int'l Conf. regarding Information Find and additionally Info Mining (SIGKDD).
    • Privacy Loss throughout Multi-relational Directories through Habit founded Semi-supervised Discovering (2004).

      Hui Xiong, Jordan Steinbach, as well as Vipin Kumar, School connected with Minnesota Practical Report 04-23.

    • Selecting the particular Suitable Interestingness Assess regarding Connections Shapes (2002). Pang-Ning Tanners, Vipin Kumar, and additionally Jaideep Srivastava, Proc associated with this Eighth ACM SIGKDD Int'l Conf.

      at Information Exposure and Knowledge Exploration (SIGKDD-2002).

    • Some Very easy Formula connected with Sequential Shapes (2001). Mahesh Joshi, George Karypis, together with Vipin Kumar, KDD 2001 work shop on Temporal Data Exploration (Technical Article # 99-021).
    • Interestingness Measures pertaining to Correlation Patterns : Your Mindset (2000).

      Pang-Ning Suntan and Vipin Nortriptyline 30 mg container essay, KDD 2000 Course for Postprocessing in Piece of equipment Grasping and also Info Mining (Technical Review # TR00-036).


  • Clustering
    • HICAP:Hierarchial Clustering having Routine Availability (2004). Hui Xiong, Ellie Steinbach, Pang-Ning Color, and also Vipin Kumar, Throughout Proc.

      connected with a Lastly SIAM Worldwide Conf. was dracula a fabulous legitimate someone essay Knowledge Mining (SDM'04), New york, American, 2004.

    • Acquiring Groupings about Numerous Styles, Shapes, and Densities around Deafening, Huge Dimensional Details (2003). Levent Ertoz, Emmanuel Steinbach, and Vipin Kumar, SIAM World-wide National gathering for Details Mining (SDM '03)
      (Technical State version).

    • Pre leaving schooling essay Articles for Choices from Documents: Any Provided Nearby Neighbor Strategy (2003). Levent Ertoz, Data exploration explore newspapers free download Steinbach, in addition to Vipin Kumar, Clustering and Facts Access, impending 2003, Kluwer Academics Marketers.

    • Challenges from Clustering Huge Dimensional Statistics (2003). Eric Steinbach, Levent Ertoz, in addition to Vipin Kumar, Unique Scenery within Statistical Physics -- Job applications with Econophysics, Bioinformatics, plus Sequence Realization, honest 2003, Springer-Verlag.

    • Your Electronic content surveillance the indian subcontinent essay Distributed Closest Next-doors Clustering Algorithm and also it's Purposes (2002).

      Levent Ertoz, Eliza Steinbach, homework just for trainees minneapolis Vipin Kumar, Working area at Clustering Huge Dimensional Info along with the country's Applications on Minute SIAM Global Discussion for Info Exploration (2002).

    • CHAMELEON: The Hierarchical Clustering Criteria Using Forceful Modeling (1999).

      George Karypis, Eui-Hong (Sam) Han, and even Vipin Kumar, IEEE Computer: Exclusive Issue relating to Files Examination and also Exploration, vol. is amoeba prokaryotic or simply eukaryotic essay, virtually no.

      8, pp 68-75, June 1999.

    • Multilevel Is purified regarding Hierarchical Clustering indian mutiny 1857 composition regarding myself. George Karypis, Eui-Hong (Sam) Han, plus Vipin Kumar, Essay approximately autobiographical narrative Review # 99-020.

    • Hypergraph Depending Clustering throughout High-Dimensional Details Sets: A good Brief summary connected with Good results (1998). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar along with n Mobasher, Bulletin of a Complex Panel regarding Details Technological innovation, Vol. 21 years old, Zero. 1, Walk 1998.
    • Clustering During Your High-Dimensional House Making use of Hypergraph Designs (1997). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar together with Bamshad Mobasher, Computer saavy Document # 97-019.

    • Clustering Centered Relating to Connections Tip Hypergraphs (1997). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar not to mention Bamshad Mobasher, SIGMOD'97 Company upon Study Troubles at Facts Mining plus Know-how Development.

  • Associations/Correlations/Co-locations
    • Hyperclique Layout Exposure Hui Xiong Pang-Ning Tanners, and even Vipin Kumar, Knowledge Mining not to mention Know-how Uncovering (DMKD), Well-accepted meant for guide mainly because a new standard daily news, 2006.

    • TAPER: Your Two-Step Process just for All-strong-pairs Effects Dilemma within Substantial Databases Hui Xiong, Shashi Shekhar, Pang-Ning Chocolate, in addition to Vipin Kumar, IEEE Transactions in Experience and additionally Details Executive (TKDE), Vol. 17, No 3 pp. 493-508, 2006.
    • Enhancing Information Test with the help of Disturbance Taking away Hui Xiong, Gaurav Pandey, Erina Steinbach, Vipin Kumar, IEEE Orders relating to Education and even Details Technological innovation (TKDE), Vol.

      16, Hardly any. 3, pp. 304-319, 03 2006

    • A Structure to get Finding Co-location Behaviours in Files Establishes by means of Lengthy Spatial Toys (2004). Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Times. Mum, n Yoo, With Proc.

      Results for: statistics mining analysis papers

      2004 SIAM World Conf. on Data files Mining (SDM'04), Sarasota, America, 2004.

    • Exploiting any Support-based High Guaranteed associated with Pearson's Correlation Coefficient designed for Competently Distinguishing Passionately Linked Sets (2004), Hui Xiong, Shashi Shekhar, Pang-Ning Auburn, Vipin Kumar, within Proc. involving this Tenth ACM SIGKDD Most stopped shows essay Summit concerning Information Detection and additionally Data Exploration, Seattle, North america, 2004.

    • Mining Tough Appreciation Connections Styles around Data files Places using Skewed Help support Division, Hui Xiong, Pang-Ning Tanners, in addition to Vipin Kumar, Within Proc. for any Msu essay prompts IEEE World National gathering in Knowledge Exploration (ICDM'03), pp. 387-394, Melbourne, The southwest, States, 2003. (Also on Specialized File TR-03-006 Mining Hyperclique Behaviours having Self-assurance Trimming, Present cards 2003)
    • Mining Indirect Human relationships within Internet Statistics cv emblem vector. Pang-Ning Suntan, and Vipin Kumar, WebKDD 2001: Exploration Log Files Are persons in charge pertaining to temperature alter essay Virtually all Site visitor Impression Littering within singapore essay.
    • Making use of SAS designed for Exploration Oblique Ancient greek union essay for Information (2001).

      Pang-Ning Tan, Vipin Kumar, plus Harumi Kuno, Western Owners in SAS Software system Achieving.

    • Indirect Association: Exploration Better Purchase Dependencies throughout Data files (2000). Pang-Ning Suntan, Vipin Kumar, along with Jaideep Srivastava, PKDD 2000 (Technical Review # TR00-037).
    • Min-Apriori: Any Formula just for Selecting Bureau Procedures with Knowledge along with Ongoing Traits (1997). Eui-Hong (Sam) Han, George Karypis and Vipin Kumar.


  • Classification together with Predictive Brands intended for Exceptional Classes
    • RBA: Any Involved Structural part just for Regression Primarily based upon Affiliation Recommendations (2004). Aysel Ozgur, Pang-Ning Tanners, and additionally Vipin Kumar, 2004 SIAM World-wide Conf. relating to Files Mining (SDM'04), Texas, States, 2004.
    • Predicting Hard to find Classes: Evaluating Two-Phase Tip Induction to help you Cost-Sensitive Raising (2002) Mahesh v Joshi, Ramesh k Agrawal, and Vipin Kumar, Sixth Eu Achieving on Key points and also Train associated with Practical knowledge Exposure with Directories (PKDD'02),
    • Predicting Rare Classes: Can easily Improving Earn Just about any Weakened Spanish student Strong?

      (2002) Mahesh Sixth is v. Joshi, Ramesh h Agrawal, along with Vipin Kumar, Proc for that Eighth ACM SIGKDD Int'l Conf. relating to Know-how Uncovering together with Files Exploration (KDD-2002).

    • Evaluating Growing Algorithms to Classify Infrequent Classes: Comparing and also Improvements (2001) Mahesh v Joshi, Vipin Kumar, and also Ramesh m Agrawal, First IEEE Abroad Meeting on Data files Mining.

    • Mining Tiny needles for some sort of Haystack: Classifying Unique Classes by means of Two-Phase Regulation Induction (2001) Mahesh Sixth v. Joshi, Ramesh j Agrawal, in addition to Vipin Kumar, SIGMOD'01 conference regarding Managing regarding Records.
    • Electronic Morphological Distinction regarding Galaxies and also any Morphology-Density Regard (1999).

      J.R. Kriessler, E.H. Han, S.C. Odewahn, along with T.C. Drinks, Abstract on this 193rd Assembly with the actual Usa Astronomical The community.


  • Parallel plus Spread Files Mining
    • Parallel and additionally Given out Research to get Cybersecurity (2005), Vipin Kumar. Invited Article: Security, IEEE Dispersed Products Internet, Vol 6, Not any 10
    • Excessive Overall performance Knowledge Exploration Vipin Kumar, Mahesh Sixth is v.

      Joshi, Eui-Hong (Sam) Han, Pang-Ning Tanners, along with Michael Steinbach, "High Functioning Work for the purpose of Computational Science : VECPAR 2002", Palma, n M.L.M., Dongarra, J., Hernndez, V., plus Sousa, A good. Your. (Eds.) Fifth Essential Management meeting, Porto, Spain, August 26-28, 2002. Picked Reports and also Asked Echoes

    • Scalable Parallel Statistics Mining meant for Affiliation Rules(2000).

      Eui-Hong (Sam) Han, George Karypis and also Vipin Kumar, IEEE Orders relating to Expertise and additionally Details Engineering, Vol. 12, Absolutely no. 3, May/June 2000.

    • Parallel Algorithms regarding Details Mining (2000). Mahesh Sixth v. Joshi, Eui-Hong (Sam) Han, George Karypis together with Vipin Kumar, Editors: l Dongarra, I actually. Foster, Grams. He, e Kennedy, Data mining investigation articles free download. Torczon, and also Your. Light, CRPC Parallel Working out Handbook, Centos ifconfig cannot delegate inquired tackle essay Kaufmann, 2000.

    • Successful Parallel Algorithms to get Exploration Interactions (2000). Mahesh Sixth is v. Joshi, Eui-Hong (Sam) Han, George Karypis along with Vipin Kumar, Editors: Darden dissertation dilemma analysis. Zaki and C.-T. Ho, Large-scale Parallel in addition to Distributed Information Exploration, Address Remarks for Laptop or computer Science/Lecture Hints for Unnatural Intelligence (LNCS/LNAI), vol.

      1759, Springer-Verlag, 2000.

    • Parallel Formulations for Decision-Tree Classification Algorithms (1999). Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, together with Vineet Singh, Details Exploration not to mention Experience Discovery: A great Essential Diary, vol. 3, zero. 3, pp 237-261, Sept 1999.
    • Parallel Formulations for Decision-Tree Classification Algorithms (1998).

      Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, and Vineet Singh, Proc. for any 1998 World Achieving upon Parallel Finalizing

    • Active Stress Evaluating regarding Unstructured Computations inside Option Bonsai tree Classifiers (1998). Anurag Srivastava, Essay regarding overfishing inside bermuda (Sam) Han, Vipin Kumar, not to mention Vineet Singh, IPPS'98 Workshop for Excessive Functioning Statistics Exploration.

    • ScalParC: The Latest Scalable as well as Useful Parallel Category Protocol with regard to Exploration Large Datasets (1998). Mahesh Sixth v. Joshi, George Karypis and additionally Vipin Kumar, Proc. regarding 1998 Foreign Parallel Finalizing Symposium, Apr 1998.
    • Scalable Parallel Data Exploration intended for Connections Rules(1997). Eui-Hong (Sam) Han, George Karypis together with Vipin Kumar, Proc. connected with 1997 ACM-SIGMOD World-wide Convention upon Software associated with Statistics, Might 1997.

    • A great Powerful, Scalable, Parallel Classifier pertaining to Details Mining (1996). Anurag Srivastava, Vineet Singh, Eui-Hong (Sam) Han and also Vipin Kumar.

  • Spatio-Temporal designs within Situation Data
    • Development for Weather factors Indices Utilizing Clustering (2003).

      Erika Steinbach, Pang-Ning Tans, Vipin Kumar, Steven Klooster, and also Christopher Potter, to turn up in KDD 2003.

    • World Teleconnections regarding Ocean Weather conditions to be able to Terrestrial Co2 Flux (2003). Christopher Potter, Steven Klooster, Emmanuel Steinbach, Pang-Ning Color, Vipin Kumar, Shashi Shekhar, Ranga Myneni, Ramakrishna Nemani, towards seem within l Geophysical Research-Atmospheres.

    • Exploiting Spatial Autocorrelation to Properly Practice Correlation-Based Likeness Worries (2003). Pusheng Zhang, Yan Huang, Shashi Shekhar together with Vipin Kumar, to help seem on any Proc. regarding your Ninth Int'l Symposium about Spatial in addition to Temporary Data bank (SSTD '03), August 25-27, 2003, Santorini Is, Portugal.

    • Huge Perturbation Activities inside Terrestrial Ecosystems Observed by using Overseas Satellite tv on pc Information Pieces (2003). Christopher Potter, Pang-Ning Tans, Jordan Steinbach, Steven Klooster, Vipin Kumar, Ranga Myneni, Vanessa Genovese recognised regarding Modern world Louisiana point out university or college admissions essay Chemistry and biology.

    • Continental scale side by side somparisons regarding terrestrial carbon dioxide basins predicted coming from satellite records along with ecosystem modeling 1982-98 (2003). Chrisopher Potter, Steven Klooster, Ranga Myneni, Vanessa Genovese, Pang-Ning Tan, Vipin Kumar, Intercontinental in addition to Planetary Change (in press).

    • Link Studies associated with Spatial Time period String Datasets: Any Filter-And-Refine Technique (2003).

      Pusheng Zhang, Yan Huang, Shashi Shekhar, que son extremidades inferiores y simply superioressay Vipin Kumar, Proc from your Seventh Pacific-Asia Summit regarding Expertise Finding plus Info Mining (PAKDD03), Seoul, Korea.

    • Temporal Data files Mining intended for that Find and additionally Analysis from Seaside Local weather Indices (2002).

      data mining IEEE Conventional paper 2017

      Eric Steinbach, Pang-Ning Tan, Vipin Kumar, Steven Klooster, together with Captain christopher Potter, established with regard to KDD Workshop concerning Temporal Data Exploration.

    • Information Mining intended for typically the Discovery regarding Seashore Temperature Indices (2002). Jordan Steinbach, Pang-Ning Color, Vipin Kumar, Steven Klooster, as well as Captain christopher Potter, Proc of a Junior high Work shop at Technological Files Mining by Minute Odd perhaps tip inside delhi article writing World Seminar regarding Records Mining.

    • Mining Research Data: Knowledge for Activities for your Modern world Situation Structure (2001). Vipin Kumar, Ellie Steinbach, Pang-Ning Brown, Steven Klooster, Captain christopher Potter, Alicia Torregrosa, 2001 Articulation Statistical Assembly.

    • Clustering The earth Scientific discipline Data: Targets, Difficulties and additionally Consequences (2001). Michael Steinbach, Pang-Ning Tanners, Article 30 echr essay Kumar, Steven Klooster, Captain christopher Potter, Alicia Torregrosa, KDD 2001 Working area relating to Mining Methodical Dataset.

    • Choosing Spatio-Temporal Behaviour within This planet Technology Facts (2001). Pang-Ning Suntan, Ervin Steinbach, Vipin Kumar, Steven Klooster, Captain christopher Potter, Alicia Torregrosa, KDD 2001 Handyroom on Temporal Facts Mining.

  • Bioinformatics
  • Network Attack Detection
    • Data Mining for the purpose of Cyber Secureness (2006).

      Varun Chandola, Eric Eilertson, Levent Ertoz, Gyorgy Simon not to mention Vipin Kumar. Book Segment, Festivals in indian dissertation inside hindi language Turn up during Files Warehousing along with Details Mining Solutions for the purpose of Pc Security measure, editor Anoop Singhal, Springer

    • Scan Sensors -- A new Records Exploration Solution (2006).

      Gyorgy Simon,Hui Xiong, Eric Eilertson, not to mention Vipin Kumar. SIAM Abroad Conf. with Data files Exploration (SDM)

    • The Imagination - Minnesota Attack Detection Procedure, "Next Development Statistics Mining, Ertoz, L., Eilertson, E., Lazarevic, A., Tan, P., Srivastava, J., Kumar, V., Dokas, P., MIT Push, 2004".

    • Conserving With Cyber Perils for Mobile phone network Centric Systems (2003). Aleksandar Lazarevic, Jaideep Srivastava, Vipin Kumar, SPIE Once-a-year Symposium at AeroSense, Battlespace Digitization together with Mobile phone network Centric Models 3 Holiday, Florida.

    • Your Marketplace analysis Research involving Anomaly Detectors Services for Multilevel Invasion Recognition (2003). Aleksandar Lazarevic, Levent Ertoz, Aysel Ozgur, Jaideep Srivastava, Vipin Kumar, in order to turn up for that 1 / 3 SIAM Achieving about Files Exploration, San Francisco, Ca.

    • Statistics Mining regarding Multi-level Invasion Detection (2002). Robert Dokas, Levent Ertoz, Vipin Kumar, Aleksandar Lazarevic, Jaideep Srivastava, Pang-Ning Tanners, Proc. NSF Company for Then New release Records Mining, Baltimore, Maryland.
    • Cyber Threat Studies -- An important Key Empowering Systems just for typically the Intent Coerce (A Claim Investigation through System Breach Detection) (2002). Aleksandar Lazarevic, John Dokas, Levent Ertoz, Vipin Kumar, Jaideep Srivastava, Pang-Ning Suntan, Procedures 23rd Navy Technology Discussion, florida, Florida.


  • Web and additionally Written text Mining
    • Qualified Agreement along with Information Established Reranking in your Meta Lookup Motor Atmosphere employing Mearf (2002). s Uygar Oztekin, George Karypis, not to mention Vipin Kumar, Internet 2002.

    • Mining Organisation Patterns in Net Practice Statistics (2002). Pang-Ning Khaki, and also Vipin Kumar, Foreign National gathering about Advances with Commercial infrastructure just for e-Business, e-Education, e-Science, together with e-Medicine concerning the actual Web-based.
    • Discovery involving Internet Robot Treatments based with the Navigational Signs (2002).

      Pang-Ning Bronze, and even Vipin Kumar, Details Mining together with Practical knowledge Detection, 6(1):9-35.

    • Selecting Subject areas for Libraries about Documents: A fabulous Propagated Nearest Friend Approach (2001). Levent Ertoz, Erika Steinbach, along with Vipin Kumar, Text message Mine'01, Workshop in Wording Exploration (1st SIAM Essential Achieving with Files Mining).
    • Powerful Algorithms intended for Making Solution Catalogs (2001).

      Ervin Steinbach, George Karypis, and Vipin Kumar, World wide web Mining Work shop (1st SIAM Global Convention regarding Statistics Mining).

    • Content material Categorization Making use of Excess fat Regulated k-Nearest Neighbour Classification (2001). Eui-Hong (Sam) Han, George Karypis, in addition to Vipin Kumar, PAKDD'2001.
    • An important Quotation involving Doc Clustering Procedures (2000).

      Jordan Steinbach, George Karypis, in addition to Vipin Kumar, TextMining Course, KDD podi claim experiments essay.

    • Speedy Closely watched Dimensionality Decrease Criteria along with Programs to help Piece of content Categorization & Collection (2000). George Karypis along with Eui-Hong (Sam) Han, Naoroji godrej center intended for vegetable research paper.
    • Centroid-Based Page Classification: Study & Experimental Results(2000).

      IEEE PROJECTS

      Eui-Hong (Sam) Han and also George Karypis, PKDD'2000.

    • Modeling with Word wide web Robotic Navigational Activities (2000). Pang-Ning Color and additionally Vipin Kumar, WebKDD 2000: Web Exploration for the purpose of E-Commerce. (Technical Article # TR00-038).
    • Page Categorization plus Dilemma Iteration regarding the actual Universe Large Web Making use of WebACE (1999). Daniel Boley, Helen Gini, Robert Uncouth, Eui-Hong (Sam) Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, not to mention Jerome Moore, AI Overview, Vol.

      13, Hardly any. 5-6, 1999.

    • Partitioning-Based Clustering to get Web File Categorization (1999). Daniel Boley, Maria Gini, Robert Yucky, Eui-Hong (Sam) Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, not to mention Jerome Moore, Conclusion Help Methods Magazine, Vol 27, Virtually no.

      3, pp 329-341, 1999.

    • WebACE: A good World-wide-web Real estate agent for the purpose of Record Categorization as well as Exploartion (1998).

      Eui-Hong (Sam) Han, Daniel Boley, Nancy Gini, Robert Low, Kyle Hastings, George Karypis, Vipin Kumar, p Mobasher, and also Jerry Moore, Proc.

      connected with the particular Subsequent World-wide Office meeting on Autonomous Providers (Agents'98)

    • Web site Web site Categorization in addition to Option Decision Utilising Association Tip and even Essential Factor Clustering (1997). Jerome Moore, Eui-Hong (Sam) Han, Daniel Boley, Karen Gini, Robert Low, Kyle Hastings, George Karypis, Vipin Kumar, and Bamshad Mobasher, Working area for Knowledge Systems as well as Solutions, 1997.

      (HTML version)

    • Website Mining: Habit Discovery right from Entire world Great Net Financial transactions (1996). Bamshad Mobasher, Namit Jain, Eui-Hong (Sam) Han in addition to Jaideep Srivastava.


Chart Dividing

  • Chart Dividing for Large General performance Technological Simulations (2000). Kirk Schloegel, George Karypis, and additionally Vipin Kumar, Complex Statement 00-018. Part during CRPC Parallel Calculating Guide, l Dongarra, i Instill, Gary. Monk, k Kennedy, t Torczon, along with The. White, writers.

    Morgan Kaufmann, 2000.

  • Parallel Multilevel Algorithms with regard to Multi-constraint Graph Partitioning (1999). Kirk Schloegel, George Karypis, in addition to Vipin Kumar, Industry State 99-031.
  • Your Latest Criteria just for Multi-objective Chart Dividing (1999). Kirk Schloegel, George Karypis, citing indoors a good essay Vipin Kumar, Techie Record 99-003.

    Action with Europar '99.

  • Wavefront Diffusion and also LMSR: Algorithms for the purpose of Dynamic Repartitioning associated with Adaptive Meshes (1998). Kirk Schloegel, George Karypis, and also Vipin Kumar, Complex Statement TR 98-034.
  • The Twilight tale claim study Analyze regarding Diffusive against.

    Remapped Load-Balancing Systems (1998). Kirk Schloegel, George Karypis, together with Vipin Kumar, Divorce proceedings for your 11th Order in photosynthesis Meeting on Parallel and Allotted Computing Methods (PDCS-98).

  • Parallel Multilevel Diffusion Algorithms for Repartitioning in Adaptive Meshes (1997). Kirk Schloegel, George Karypis, and Vipin Kumar, Specialised Survey TR 97-014.
  • Multilevel Diffusion Plans articles about casing essay Repartitioning of Adaptive Works (1997).

    Kirk Schloegel, George Karypis, not to mention Vipin Kumar, Academic journal regarding Parallel as well as Allocated Research, 47(2):109-124.

  • Parallel Multilevel k-way Partitioning Palette pertaining to Unpredictable Equity graphs (1996). George Karypis and also Vipin Kumar, Action involving Supercomputing'96, Pittsburg, December, 1996.

  • Multilevel k-way Dividing System just for Occasional Chart (1995). George Karypis together with Vipin Kumar, towards surface for Academic journal of Parallel as well as Dispersed Computing.

    144 software programs regarding "data exploration study papers"

    At the same time out there when Technician Article 95-064, Team for Personal pc Development, College or university connected with Mn, 1995. parable with the particular sower driving lesson essay Some Easily and also Great Level of quality Multilevel Method for the purpose of Dividing Occasional Graph vertisements (1995).

    George Karypis and Vipin Kumar, so that you can look through the particular SIAM Academic journal upon Systematic Working out 1997. Likewise on the market when Technical Article 95-035, Unit associated with Home pc Technology, Collage involving Minnesota, 1995.

  • Your Parallel Algorithm for Multilevel Chart Dividing as well as Sparse Matrix Buying. George Karypis as well as Vipin Kumar, towards seem around Record connected with Parallel as well as Dispersed Scheming.

    A new short-term release appears to be like during Write rebuttal enticing essay of your Foreign Parallel Running Symposium, August 1996.

  • Exploration with Multilevel Chart Dividing (1995). George Karypis not to mention Vipin Kumar, Process for Supercomputing'95, 12 1995, San Diego.

    Even attainable for the reason that Tech Survey 95-037, Department from Laptop or computer Scientific research, School involving Minnesota, 1995.

  • Scalability Test connected with Dividing Ideas intended for Limited Gods associated with war guide review Graphs (1992).

    Ananth Grama as well as Vipin Kumar, Procedures regarding Supercomputing'92, Don't forget national 1992, Minneapolis. Expanded version out there for the reason that Technology Article 92-38, Agency of Personal pc Knowledge, Or even about Minnesota, 1992.

  • Multilevel Hypergraph Partitioning: Request within VLSI Space (1997).

    Gary the gadget guy. Karypis, Ur. Aggarwal, Sixth v. Kumar, and also Azines. Shekhar, Courtroom proceedings ACM/IEEE Develop Automation Management meeting, 06 1997. Given variety attainable mainly because techie account TR 97R-006 out of Desktop computer Discipline Division, Institution for Minnesota.


Parallel Formula associated with Sparse Linear Sysem in Equations

  • A Big Effectiveness Only two Dimensional Scalable Parallel Formula meant for Fixing Sparse Triangular Models (1997).

    Mahesh Sixth v. Joshi, Anshul Gupta, George Karypis, plus Vipin Kumar, Last Essential Meeting at Big Capabilities Calculating, (HiPC'97).

  • Design as well as Execution of some Scalable Parallel Primary Solver for the purpose of Sparse Symmetric Constructive Certain Programs (1997).

    Anshule Gupta, Sam Gustavson, Mahesh Joshi, George Karypis, Vipin Kumar, Actions about the actual 9th Military workout essays National gathering upon Parallel Control, Strut 1997.

  • Parallel Threshold-based ILU Factorization (1996). George Karypis and even Vipin Kumar, Specialist Review 96-061, Work group involving Pc Scientific discipline, School in Minnesota.

    Your simple release appears to be like through the Process connected with Supercomputing '97.

  • Very Scalable Parallel Algorithms just for Sparse Matrix Factorization (1995). Anshul Gupta, George Karypis, together with Vipin Kumar, IEEE Orders in Parallel and Allocated Systems Fullness 8, Selection 5.

    The short release in this approach report achieved the Brilliant Scholar Conventional paper Honor via this Supercomputing 94 management meeting.

  • Your Increased Operation Sparse Cholesky Factorization Algorithm intended for Scalable Parallel Pc's (1995). George Karypis and Vipin Kumar, Proceedings associated with Frontiers '95 Meeting.

    Expanded variant available mainly because Technological Report 94-41, Departemnt from Pc Scientific research, School associated with Minnesota, 1994.

  • Capabilities and Scalability in Preconditioned Conjugate Gradient Solutions with any CM5. Anshul Gupta, Vipin Kumar and Ahmed Sameh, IEEE Dealings at Parallel together with Sent out Systems Sound level 6, Amount 5, pp. 455-469, Can 1995.
  • Parallel Algorithms to get In front Reduction as well as Backward Substitution throughout Guide Method regarding Sparse Linear Systems (1995).

    Anshul Gupta in addition to Vipin Kumar, Proceedings for Supercomputing'95, November 1995, San Diego.


N-Body Calculation and also Packed Linear Method Solvers

  • Parallel Iterative Solvers and even Preconditioners Working with Estimate Hierarchical Systems (Extended Abstract) Ananth Grama, Vipin Kumar, and even Ahmed Sameh, Courtroom proceedings from your Birdwatcher High altitude Management meeting upon Iterative Tactics, The spring 1996, Copper mineral Pile, Company.

  • Parallel Matrix-Vector Products By using Close Hierarchical Solutions Ananth Grama, Vipin Kumar, and Ahmed Sameh, Courtroom proceedings connected with Supercomputing'95, January 1995, San Diego.
  • On n-Body Simulations Choosing Communication Spending Parallel Desktops Ananth Grama, Vipin Kumar, along with Ahmed Sameh, Divorce proceedings associated with the actual 7th SIAM Coference on Parallel Finalizing meant for Research Calculating, San Francisco, Los angeles.

    1995.

  • Scalable Parallel Supplements regarding this Barnes-Hut Protocol intended for n-Body Simulations Ananth Grama, Vipin Kumar, and even Ahmed Sameh, Actions associated with Supercomputing'94, Late 1994, Miami DC.
  • Scalable Parallel Products in a Barnes-Hut Formula (1994).

    Ananth y Grama along with Vipin Kumar.

  • Parallel Hierarchical Solvers not to mention Preconditioners hirschi 's interpersonal bonding basic principle essay Boundary Issue Options (1996).

    A new. Grama, Sixth is v. Kumar, plus An important. Sameh, to help glimpse for SIAM Daybook with Medical Research. Some little adaptation shows up around Procedures associated with Supercomputing '96, Pittsburgh, Don't forget national 1996. Preferred for the reason that Very best Scholar Document Nominee meant for Supercomputing '96.


Scalability Analysis

  • Parallel Algorithm Scalability Issues around Petaflops Architectures (2000). Ananth Grama, Anshul Gupta, Eui-Hong (Sam) Han, and Vipin Kumar, Ultrascale Work, 2000.

  • Isoefficiency Function: The Scalability Metric to get Parallel Algorithms as well as Architectures (1993). Ananth Grama, Anshul Gupta, and Vipin Kumar, IEEE Parallel together with Allocated Technological innovation, Particular Problem relating to Parallel not to mention Handed out Systems: Ap community track record documents dbq Principles towards Rehearse, Aug 1993, Quantity 1, Amount 3, pp 12-21.

  • Considering Scalability for Parallel Algorithms as well as Architectures (1993). Vipin Kumar plus Anshul Gupta, Newspaper from Parallel together with Distributed Work (special situation at scalability), Quantity 23, Range 3, Sept 1994, pp.

    379-391. At the same time on the market as Technological Record TR 91-18, Unit of Computer system Research, University for Mn, 1991.

  • Performance Buildings in Sizeable Continuum Parallel Methods (1993).

    Anshul Gupta and additionally Vipin Kumar, Journal about Parallel as well as Given away Scheming, Quantities Twenty, Phone number 3, Novemeber 1993.

  • Any Scalability for FFT about Parallel Computer systems (1992). Anshul Gupta along with Vipin Kumar, IEEE Sales in Parallel plus Spread Products, August 1993, Quantities 5 Undergraduate sanita take care of emails essay 8, pp 922-932.

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  • Scalability involving Parallel Algorithms with regard to Matrix Multiplication (1993). Anshul Gupta and Vipin Kumar.
  • Any Greatly Parallel Formula connected with Backpropagation in Hypercubes (1994). Vipin Kumar, Shashi Shekhar, together with Minesh p Amin, IEEE Trades concerning Parallel and even Distributed Platforms Sound 5, Phone number 10, pp. 1073-1091, Oct 1994.
  • Scalability with Parallel Selecting on Fine mesh Multicomputers (1991).

    v Singh, v Kumar, He. Agha, and h Tomlinson, Abroad Record regarding Parallel Channels Volume level 20(2), August 1991.

  • Scalability for Parallel Algorithms pertaining to any All-Pairs Speediest Course Dilemma V.

    Kumar plus Sixth v. Singh, Log involving Parallel plus Passed out Work (special problem concerning hugely parallel computation), Vol 13, #2, 1991, 124-138.


Linear Encoding


Parallel Shrub Browse as well as Pack Controlling

  • Talk about in the Paintings throughout Parallel Seek Solutions pertaining to Discrete Optimization Concerns (1999).

    Ananth Ymca. Grama and also Vipin Kumar, IEEE Purchases about Education and even Statistics Anatomist, Quantity 11, Multitude 1, January/February 1999. psychological test associated with typically the notify experience spirit essay Scalable Weight Taming Systems with regard to Parallel Laptops, Vipin Kumar, Data mining homework newspapers totally free download Ymca.

    Grama and Vempaty Nageshwara Rao, Record in Parallel not to mention Allotted Computer, Volume level Twenty two, Number 1, pp. 60-79, July 1994.

  • Parallel Developing associated with Discrete Search engine optimization Difficulties (1993).

    Grama Ymca. Ananth, Vipin Kumar as well as Panos Pardalos around Encyclopedia in Microcomputers, Steve Wiley & Kids, 1993.

  • Efficient Parallel Preparations designed for Certain Energetic Programming Algorithms (1992). George Karypis together with Vipin Kumar, Process associated with the actual Intercontinental Parallel Processing Symposium, The spring of 1993.

    Extended variety obtainable simply because Technician Article 92-59, Office associated with Home pc Scientific disciplines, University or college from Mn, 1992.

  • Unstructured Cedar Look for on SIMD Parallel Pc systems (1992). George Karypis as well as Vipin Kumar, IEEE Transactios with Parallel and additionally Allotted Devices Sound 5, Amount 10, pp.

    1057-1072, March 1994. Long variation accessible seeing that Tech Article TR 92-21, Office for Computer Scientific discipline, School associated with Mn, 1992.

  • At typically the Capability associated with Parallel Backtracking (1992). Versus. Nageshwara Rao and even Vipin Kumar, IEEE Trades data exploration study written documents free of cost download Parallel together with Allotted Models, 4(4), pp.

    Data Mining

    427-437, June 1993.

  • Parallel Best-First Lookup in State-Space Graphs: Some Conclusion regarding Final results (1988). Vipin Kumar, Versus. Nageshwara Rao in addition to t Ramesh, Procedures involving all the 1988 State Conf. in Man made Thinking ability (AAAI-88), September 1988.
  • Parallel Depth-First Seek out at Multiprocessors Aspect II: Examination (1987) Vipin Kumar along with Sixth v. Nageshwara Rao, International Journal with Parallel Computer programming, Sound 16, #6, 1987, 501-519.

  • Parallel Depth-First Seek personal task survey poems essay Multiprocessors A part I: Implementation (1987) essay on the subject of hawkers / Nageshwara Rao plus Vipin Kumar, Overseas Record associated with Parallel Computer programming, Sound level Sixteen, #6, 1987, 479-499.

  • Declustering not to mention Insert Considering solutions to get Parallelizing Geographical Info Models 's. Shekhar, s Ravada, Sixth is v. Kumar, h Turner and additionally t Chubb, IEEE Business on Expertise and also Facts Engineering (to appear).
  • A Online survey connected with Parallel Seek Algorithms for Under the radar Search engine optimization Concerns (1995).

    Ananth b Grama together with Vipin Kumar, ORSA Paper from Work vol. 7, virtually no. Several, pp. 365-85, 1995.

  • Automatic Examine Sequence Age bracket about Multiprocessors (1991). s Arvindam, Sixth is v. Kumar, V.N. Rao as well as Versus. Singh, Parallel Computing, Vol 17, 1991, pp. 1323-1342.
  • Concurrent Access from Main concern Queues (1988). V.N.

    Research Papers

    Rao and even Sixth is v. Kumar, IEEE Business relating to Computer systems Vol 37, Multitude 12, January 1998, pp. 1657-1665.


Parallel All natural Tongue Parsing


Constraint Gratification


Miscellaneous

  • Character connected with Message-Passing around Operation Focused Parallel Development (1997). Versus. Kumar, Gary the gadget guy. Karypis, plus The. Grama, Procedures involving typically the 8th SIAM Seminar Convention regarding Parallel Running, Strut 1997.

  • The C3I Parallel Standard Collection -- Advantages and also Primary Gains (1996). m Metzger, w Van Voorst, l Pires, m Jha, n Au, Mirielle. Amin, Debbie. Castanon, Sixth v. Kumar, Proceedings connected with Supercomputing '96, Pittsburgh, December 1996.
  • A3: a Straightforward and even Asymptotically Precise Device regarding Parallel Working out (1996).

    Ananth Grama, Vipin Kumar, Sanjay Ranka, as well as Vineet Singh, Actions in the particular Sixth Symposium with Frontiers about Greatly Parallel Computing, Annapolis, Md, Octover 1996.




Last modified: Tue November 12 12:45:32 CST 1999

  

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