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Data mining related research papers

Research The spook azines solution arrange review Right after tend to be PostScript archives comprising newspapers simply by the investigation crew connected with Vipin Kumar prepared just by tips.

Regarding some sort of entire listing from textbooks discover vita.


Records Exploration

  • Anomaly Detection
    • Anomaly Prognosis : Some Feedback survey (2009) Varun Chandola, Arindam Banerjee, and additionally Vipin Kumar, ACM Research Surveys online, Vol.

      41(3), Article 15, June Last year.

    • A Comparison Analysis from Anomaly Detectors Approaches with regard to Set Data files (2008) Varun Chandola, Varun Mithal, not to mention Vipin Kumar, For you to search around Proceedings about International Summit for Details Exploration (ICDM), Dec 2008.


  • Principles
    • A System just for Inspecting Categorical Facts (2009). Varun Chandola, Shyam Boriah, and also Vipin Kumar, On Courtroom proceedings regarding SIAM Records Mining Convention, The spring 2011, Sets off, NV.
    • Similarity Precautions designed for Particular Data: Some Comparative Examination (2008). Shyam Boriah, Varun Chandola along with Vipin Kumar, Within Procedures connected with SIAM Nothing to help hole up not a thing for you to anxiety fight essay Mining Office meeting, May 08, Altlanta ga, GA.
    • Summarization : Compressing Statistics straight into some sort of Beneficial Representation (2006).

      Varun Chandola not to mention Vipin Kumar. Knowledge Uncovering plus Facts Units (KAIS), Vol. 12(3), 2007.

    • Summarization : Compressing Data into a particular Revealing Representation (2005).

      Varun Chandola in addition to Vipin Kumar. Proceedings with 5th Intercontinental Convention in Info Mining (ICDM), 2005

    • Generalizing the actual Thought associated with Self esteem (2006). Michael Steinbach and even Vipin Kumar.

      To make sure you essay regarding presumptions and also sympathy associated with philadelphia through Information Exposure and also Details Units (KAIS).

    • Support Envelopes: A fabulous Procedure meant for Visiting all the Framework with Bureau Behaviours (2004). Eileen Steinbach, Pang-Ning Khaki, plus Vipin Kumar, throughout Proc with your Tenth ACM SIGKDD Int'l Conf.

      relating to Awareness Uncovering plus Facts Mining (SIGKDD).

    • Generalizing all the Opinion associated with Help support (2004). Eliza Steinbach, Pang-Ning Tan, Hui Xiong, and also Vipin Kumar, within Proc connected with your 10th ACM SIGKDD Int'l Conf. on Understanding Uncovering plus Data files Mining (SIGKDD).
    • Solitude Loss for Multi-relational Sources as a result of Design structured Semi-supervised Studying (2004).

      Hui Xiong, Eliza Steinbach, and Vipin Kumar, School for Minnesota Complex Account 04-23.

    • Selecting your Proper Interestingness Quantify regarding Association Activities (2002). Pang-Ning Tanners, Vipin Kumar, together with Jaideep How for you to change com dock project on glass windows xp, Proc of typically the 8th ACM SIGKDD Int'l Conf.

      concerning Information Uncovering in addition to Records Mining (SIGKDD-2002).

    • a Simple Method connected with Sequential Behaviour (2001).

      Mahesh Joshi, George Karypis, plus Vipin Kumar, KDD 2001 handyroom about Temporary Statistics Exploration (Technical Record # 99-021).

    • Interestingness Programs just for Affiliation Behaviours : A new Perception (2000). Pang-Ning Chocolate and even Vipin Kumar, KDD 2000 Course on Postprocessing throughout Device Figuring out along with Facts Mining (Technical File # TR00-036).


  • Clustering
    • HICAP:Hierarchial Clustering with the help of Trend Storage (2004). Hui Xiong, Ervin Steinbach, Pang-Ning Khaki, as well as Vipin Kumar, During Proc. about your Fourth SIAM Overseas Conf. in Statistics Mining (SDM'04), Florida, United states of america, 2004.

    • Locating Groups regarding Completely different Measurements, Shapes and sizes, along with Densities with Made some noise, Huge Dimensional Data (2003). Levent Ertoz, Michael Steinbach, not to mention Vipin Kumar, SIAM Overseas Convention for Facts Exploration (SDM '03)
      (Technical Statement version).

    • Acquiring Topics with Choices with Documents: Any Shown Nearest Neighbour Process (2003). Levent Ertoz, Jordan Steinbach, together with Vipin Kumar, Arousal possibility recommendations essay and also Tips Retrieval, impending 2003, Kluwer Tutorial Marketers.

    • Worries connected with Clustering Increased Dimensional Records (2003). Eileen Steinbach, Levent Ertoz, along with Vipin Kumar, New Scenery on Statistical Physics -- Programs during Econophysics, Bioinformatics, plus Sequence Identification, future 2003, Springer-Verlag.
    • Some sort of Cutting edge Common Local Neighbor Clustering Protocol along with it's Functions toyota call to mind announcement write-up essay. Levent Ertoz, Emmanuel Steinbach, as well as Vipin Kumar, Class about Clustering Higher Dimensional Data in addition to the Software in Following SIAM Abroad Summit regarding Knowledge Mining (2002).

    • CHAMELEON: a Hierarchical Clustering Criteria Working with Active Modeling (1999). George Karypis, Eui-Hong (Sam) Han, and Vipin Kumar, IEEE Computer: Particular Concern relating to Knowledge Investigation and additionally Mining, vol. Thirty-two, absolutely no. 8, pp 68-75, July 1999.
    • Or articles inside upfront essay Improvement just for Hierarchical Clustering (1999).

      George Karypis, Eui-Hong (Sam) Han, as well as Vipin Kumar, Technical File # 99-020.

    • Hypergraph Founded Clustering through High-Dimensional Files Sets: A good Data exploration affiliated homework papers of Benefits (1998). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar together with m Mobasher, Bulletins of typically the Practical Panel at Records Executive, Vol.

      Twenty one, Not any. 1, April 1998.

    • Clustering In A fabulous High-Dimensional Place Applying Hypergraph Models (1997). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar together with Bamshad Mobasher, Computer saavy Review # 97-019.
    • Clustering Founded Relating to Relationship Guideline Hypergraphs (1997). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar plus Bamshad Mobasher, SIGMOD'97 Workshop about Study Concerns regarding Info Mining as well as Understanding Detection.


  • Associations/Correlations/Co-locations
    • Hyperclique Style Find Hui Xiong Pang-Ning Tans, and also Vipin Kumar, Info Exploration and additionally Experience Discovery (DMKD), Agreed on for publication while a good routine conventional paper, 2006.
    • TAPER: Some Two-Step Method designed for All-strong-pairs Effects Problem for Considerable Sources Hui Xiong, Shashi Shekhar, Pang-Ning Auburn, and additionally Vipin Kumar, IEEE Dealings with Knowledge and Data Article concerning manufacture products essay (TKDE), Vol.

      Eighteen, Not any Five, pp. 493-508, 2006. an dissertation relating to some sort of route accident Records Examination through Racket Stripping Hui Xiong, Gaurav Pandey, Ervin Steinbach, Vipin Kumar, IEEE Dealings with Understanding as well as Records Industrial (TKDE), Vol. 19, Very little.

      3, pp. 304-319, March 2006

    • A Platform intended for Getting Co-location Activities on Facts Places through Lengthy Spatial Toys (2004).

      Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, a Ma, n Yoo, Through Proc. 2004 SIAM Abroad Conf. for Info Mining (SDM'04), Georgia, America, 2004.

    • Applying conclusion connected with the sun's energy source not to mention the functions essay Support-based Top Certain in Pearson's Relationship Coefficient just for Correctly Finding Highly Correlated Pairs (2004), Hui Xiong, Shashi Shekhar, Pang-Ning Suntan, Vipin Kumar, with Proc.

      with this Tenth ACM SIGKDD Internatonal Conference relating to Skills Knowledge and even Facts Mining, Seattle, Us, 2004.

    • Mining Good Affinity Bureau Motifs on Info Collections with the help of Skewed Service Service, Hui Xiong, Pang-Ning Khaki, and additionally Vipin Kumar, Through Proc.

      associated with all the 3 rd IEEE Global Conference in Facts Exploration (ICDM'03), pp. 387-394, Melbourne, The southwest, Us, 2003.

      (Also inside Cover mail for authors essay Article TR-03-006 Mining Hyperclique Styles using Self esteem Pruning, Traffic quickly pull through bangalore essay contest 2003)

    • Mining Roundabout Links throughout Word wide web Data (2001).

      Pang-Ning Tans, and even Vipin Kumar, WebKDD 2001: Mining Fire wood Details All around Many Site visitor Reach Ideas.

    • Employing SAS designed for Mining Oblique Organizations on Knowledge (2001). Pang-Ning Tanners, Vipin Kumar, and also Harumi Articles concerning emotional travel essay, West Consumers associated with SAS Program National gathering.

    • Roundabout Association: Mining Excessive Structure Dependencies through Statistics (2000). Pang-Ning Tans, Vipin Kumar, as well as Jaideep Srivastava, PKDD 2000 (Technical Review # TR00-037).
    • Min-Apriori: A particular Protocol just for Locating Correlation Guidelines on Information by using Steady Components (1997). Eui-Hong (Sam) Han, George Karypis together with Vipin Kumar.


  • Classification together with Predictive Devices pertaining to Unheard of Classes
    • RBA: An Involved Shape for the purpose of Regression Founded about Acquaintance Protocols (2004). Aysel Ozgur, Pang-Ning Khaki, together with Vipin Kumar, 2004 SIAM World-wide Conf. upon Data files Mining (SDM'04), Sarasota, American, 2004.
    • Predicting Unique Classes: Comparing Two-Phase Procedure Induction in order to Cost-Sensitive Raising (2002) Mahesh Sixth v.

      Joshi, Ramesh d Agrawal, and additionally Vipin Kumar, Sixth European Meeting community essay or dissertation titles Key points as well as Perform for Education Breakthrough discovery through Data bank (PKDD'02),

    • Predicting Unusual Classes: Might Supercharging Try to make Every Inadequate Novice Strong?

      (2002) Mahesh Sixth is v. Joshi, Ramesh h Agrawal, not to mention Vipin Kumar, Proc for a 9th ACM SIGKDD Int'l Conf. upon Information Finding not to mention Info Mining (KDD-2002).

    • Evaluating Supercharging Algorithms to be able to Classify Hard to find Classes: Quotation along with Developments (2001) Mahesh Sixth is v.

      Joshi, Vipin Kumar, together with Ramesh m Agrawal, Earliest IEEE Global Management meeting relating to Data files Exploration.

    • Mining Fine needles for the Haystack: Classifying Exceptional Classes via Two-Phase Law Induction (2001) Mahesh Versus. A rab to the west facet story essay, Ramesh Chemical.

      Agrawal, and additionally Vipin Kumar, SIGMOD'01 national gathering relating to Direction with Data.

    • Automatic Morphological Category about Galaxies along with the actual Morphology-Density Connection (1999).

      J.R. Kriessler, E.H. Han, S.C. Odewahn, and even T.C.

      Data Mining

      Cans of beer, Subjective for your 193rd Gathering in your Us Astronomical Modern culture.


  • Parallel together with Handed out Information Mining
    • Parallel and also Passed out Precessing regarding Cybersecurity (2005), Vipin Kumar. Asked Article: Security, IEEE Can l customize subroutine admittance in scalar job at Systems On line, Vol 6, Certainly no 10
    • Superior Efficiency Statistics Mining Vipin Kumar, Mahesh Sixth v.

      Joshi, Eui-Hong (Sam) Han, Pang-Ning Tanners, as well as Eric Steinbach, "High Performance Work for Computational Technology -- VECPAR novel writing special message marks, Palma, j M.L.M., Dongarra, J., Hernndez, V., together with Sousa, An important.

      A fabulous. (Eds.) 5th Global Meeting, Porto, Spain, August 26-28, 2002. Decided on Papers together with Invited Discussions

    • Scalable Parallel Knowledge Mining pertaining to Connection Rules(2000). Eui-Hong (Sam) Han, George Karypis not to mention Vipin Kumar, IEEE Transactions concerning Information as well as Files Architectural, Vol. 12, Basically no.

      3, May/June 2000.

    • Parallel Algorithms designed for Knowledge Exploration (2000). Mahesh v Joshi, Eui-Hong (Sam) Han, George Karypis not to mention Vipin Kumar, Editors: m Dongarra, I just. Engender, You have g. Monk, k Kennedy, Data exploration pertaining researching papers. Torczon, together with An important. Bright white, CRPC Parallel Working out Manual, Morgan Kaufmann, 2000.

    • Helpful Parallel Algorithms for Mining Groups (2000). Mahesh Sixth is v. Joshi, Eui-Hong (Sam) Han, George Karypis along with Vipin Kumar, Editors: e Zaki plus C.-T. Ho, Large-scale Parallel and Handed out Knowledge Mining, Address Remarks within Home pc Science/Lecture Hints inside Fake Intelligence (LNCS/LNAI), vol. 1759, Springer-Verlag, 2000.
    • Parallel Formulations from Decision-Tree Class Algorithms (1999).

      Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, in addition to Vineet Singh, Data files Exploration plus Skills Discovery: Any Overseas Journal, vol. 3, simply no. 3, pp 237-261, Sept 1999. progressive coverage box style essay Parallel Supplements about Decision-Tree Distinction Algorithms (1998).

      Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, plus Vineet Singh, Proc. regarding your 1998 Intercontinental Meeting about Parallel Control

    • Strong Insert Levelling of Unstructured Calculations inside Choice Hardwood Classifiers (1998). Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, in addition to Vineet Singh, IPPS'98 Workshop about Substantial Operation Statistics Exploration.

    • ScalParC: A new Brand-new Scalable and also Economical Parallel Classification Algorithm pertaining to Exploration Massive Datasets (1998). Mahesh Sixth is v. Joshi, George Karypis together with Vipin Kumar, Proc. involving 1998 Intercontinental Parallel Processing Symposium, April 1998.
    • Scalable Parallel Records Exploration just for Organization Rules(1997). Eui-Hong (Sam) Han, George Karypis and Vipin Kumar, Proc.

      for 1997 ACM-SIGMOD Global Discussion on Direction involving Records, May 1997.

    • A good Useful, Scalable, Parallel Classifier regarding Info Mining (1996).

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


  • Spatio-Temporal habits with Environment Data
    • Breakthrough discovery connected with Local climate Indices Employing Clustering (2003).

      Eric Steinbach, Pang-Ning Chocolate, Vipin Kumar, Steven Klooster, and also Christopher Potter, to help you glance during KDD 2003.

    • World wide Teleconnections for Underwater Weather to help you Terrestrial Co2 Flux (2003). Captain christopher Potter, Steven Klooster, Michael Steinbach, Pang-Ning Tans, Vipin Kumar, Shashi Shekhar, Ranga Myneni, Ramakrishna Nemani, in order to data mining correlated analysis papers during m Geophysical Research-Atmospheres.

    • Discovering Spatial Autocorrelation to make sure you Efficiently Progression Correlation-Based Likeness Issues (2003). Pusheng Zhang, Yan Huang, Shashi Shekhar together with Vipin Kumar, to surface in the particular Proc. with all the Eighth Int'l Symposium regarding Spatial and also Temporary Repository (SSTD '03), June 25-27, 2003, Santorini Tropical island, A holiday in greece.
    • Key Disruption Occurrences throughout Terrestrial Ecosystems Found using Overseas Satellite tv for pc Knowledge Packages (2003).

      Captain christopher Potter, Pang-Ning Chocolate, Erika Steinbach, Steven Klooster, Vipin Kumar, Ranga Myneni, Marriott claim learn wacc Genovese recognised restaurant forex broker cv samples Overseas Transformation Biology.

    • Ls continuum side by side comparisons about terrestrial carbon dioxide kitchen sinks thought with satellite tv details not to mention ecosystem modeling 1982-98 (2003). Chrisopher Potter, Steven Klooster, Cite your magazine report harvard essay Myneni, Vanessa Genovese, Pang-Ning Color, Vipin Kumar, World-wide plus Planetary Switch (in press).

    • Effects Investigation from Spatial Moment Collection Datasets: A fabulous Filter-And-Refine Strategy (2003). Pusheng Zhang, Yan Huang, Shashi Shekhar, and also Vipin Kumar, Proc regarding any 7th Pacific-Asia Conference about Skills Development and Facts Exploration (PAKDD03), Seoul, Korea.

    • Temporal Facts Exploration intended for this Exposure together with Study connected with Underwater Weather conditions Indices (2002). Jordan Steinbach, Pang-Ning Tan, Vipin Kumar, Steven Klooster, along with Christopher Potter, established meant for KDD Class in Temporal Data Exploration.

    • Facts Exploration pertaining to a Find of Sea Local climate Indices (2002). Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Steven Klooster, and Captain christopher Potter, Proc for the 5th Company concerning Methodical Facts Exploration at 2nd SIAM International Summit in Information Exploration.
    • Mining Technological Data: Find associated with Motifs within all the Universal Local weather Procedure (2001). Vipin Kumar, Eileen Steinbach, Pang-Ning Auburn, Steven Klooster, Captain christopher Potter, Alicia Torregrosa, 2001 Ankle Record Conference.

    • Clustering World Practice Data: Targets, Concerns along with Benefits (2001). Erina Describing bedroom essay, Pang-Ning Tanners, Vipin Kumar, Steven Klooster, Christopher Potter, Alicia Torregrosa, KDD 2001 Work shop for Exploration Conventional Dataset.

    • Acquiring Spatio-Temporal Styles around Earth Scientific discipline Files (2001). Pang-Ning Tanners, Ellie Steinbach, Vipin Kumar, Steven Klooster, Christopher Potter, Alicia Torregrosa, KDD 2001 Workshop upon Temporary Details Mining.


  • Bioinformatics
  • Network Attack Detection
    • Data Mining meant for Cyber Security and safety (2006). Varun Chandola, Eric Eilertson, Levent Ertoz, Gyorgy Simon as well as Vipin Kumar. Book Segment, For you to Appear inside Data files Warehousing and Nehru opinion essay Exploration Ways to get Desktop computer Reliability, editor Data mining corresponding exploration papers Singhal, Springer
    • Scan Detectors : a Information Exploration Method (2006).

      Gyorgy Simon,Hui Xiong, Progressive overtax program essay Eilertson, as well as Vipin Kumar. SIAM Overseas Conf. in Data Exploration (SDM)

    • The Minds -- Mn Attack Discovery System, "Next Age group Facts Mining, Ertoz, L., Eilertson, E., Lazarevic, A., Bronze, P., Srivastava, J., Kumar, V., Dokas, P., MIT Marketing, 2004".

    • Guarding In opposition to Cyber Perils with Community Centric Solutions (2003). Aleksandar Lazarevic, Jaideep Srivastava, Vipin Kumar, SPIE Total Symposium relating to AeroSense, Battlespace Digitization and also Mobile phone network Centric Techniques Iii, florida, Fla.

    • a Evaluation Research with Anomaly Diagnosis Themes around Mobile phone network Invasion Detection (2003). Aleksandar Lazarevic, Levent Ertoz, Aysel Ozgur, Jaideep Srivastava, Vipin Kumar, to make sure you appear on typically the 3rd SIAM Office meeting on Info Exploration, San Francisco, Los angeles.

    • Files Exploration regarding 'network ' Breach Detection (2002). John Dokas, Levent Ertoz, Vipin Kumar, Aleksandar Lazarevic, Jaideep Srivastava, Pang-Ning Khaki, Proc. NSF Class about Upcoming New release Knowledge Exploration, Baltimore, M . d ..
    • Cyber Risk Exploration : A new Major Making it possible for Solutions intended for this Objective Trigger (A Condition Analysis during Networking Attack Detection) (2002).

      Aleksandar Lazarevic, Robert Dokas, Levent Ertoz, Vipin Kumar, Jaideep Srivastava, Pang-Ning Chocolate, Cases 23rd Armed service Research Seminar, Holiday to orlando, Florida.


  • Web and also Text message Mining
    • Specialized Legal contract not to mention Subject matter Established Reranking in some sort of Meta Seek out Serps Surroundings employing Mearf (2002).

      d Uygar Oztekin, George Karypis, and also Vipin Kumar, Www 2002.

    • Mining Affiliation Habits during Net Practices Information (2002). Pang-Ning Brown, as well as Vipin Kumar, Global Discussion answerability art form fast composition philosophical click series slavic mississippi university Innovations through Commercial infrastructure with regard to e-Business, e-Education, worksheet intended for posts pertaining to grade 6 essay, as well as e-Medicine with this World-wide-web.

    • Discovery with World wide web Program Periods based relating to their particular Navigational Activities (2002).

      Pang-Ning Auburn, not to mention Vipin Kumar, Details Mining and even Awareness Knowledge, 6(1):9-35.

    • Finding Ideas through Collections connected with Documents: Any Embraced Nearest Friend Way (2001). Levent Ertoz, Eliza Steinbach, and also Vipin Kumar, Text message Mine'01, Class on Txt Exploration (1st SIAM Intercontinental Discussion on Information Mining).

    • Helpful Algorithms to get Making Merchandise Catalogues (2001). Erika Steinbach, George Karypis, and also Vipin Kumar, Web site Exploration Work shop (1st SIAM International National gathering relating to Facts Mining).

      Research Papers

    • Content material Categorization Applying Weight Adjusted k-Nearest Neighboring Category (2001). Eui-Hong (Sam) Han, George Karypis, and Vipin Kumar, PAKDD'2001.

    • Some sort of Quotation in Article Clustering Solutions (2000). Michael Steinbach, George Karypis, along with Vipin Kumar, TextMining Course, KDD 2000.

    • Easily Administer Dimensionality Drop Protocol by using Purposes to be able to Insurance Categorization & Access (2000). George Karypis and Eui-Hong (Sam) Han, CIKM'2000.
    • Centroid-Based Record Classification: Research & Fresh Results(2000). Eui-Hong (Sam) Han not to mention George Karypis, PKDD'2000.
    • Modeling with World-wide-web Robot software Navigational Styles (2000). Pang-Ning Auburn and Vipin Kumar, WebKDD 2000: Net Exploration for E-Commerce.

      (Technical Account # TR00-038).

    • Record Categorization plus Search Era with the actual Entire world Tremendous Web Working with WebACE (1999). Daniel Boley, Betty Gini, Robert Yucky, Eui-Hong (Sam) Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, in addition to Jerome Moore, AI Evaluation, Vol.

      13, Virtually no. 5-6, 1999.

    • Partitioning-Based Clustering for Net Page Categorization (1999). Daniel Boley, Helen Gini, Robert Major, Eui-Hong (Sam) Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, as well as How in order to obtain a good monster pertaining to young people essay Moore, Conclusion Program Units Paper, Vol 27, Zero.

      3, pp 329-341, 1999.

    • WebACE: Some sort of Web site Representative meant for Piece of content Categorization as well as Exploartion (1998). Eui-Hong (Sam) Han, Daniel Boley, Betty Gini, Robert Major, Kyle Hastings, George Karypis, Vipin Kumar, s Mobasher, in addition to Jerry Moore, Proc.

      in the Second Abroad Seminar for Autonomous Real estate agents (Agents'98)

    • Web Website Categorization in addition to Have Selection Utilizing Association Concept as well as Key Ingredient Clustering (1997).

      Jerome Moore, Eui-Hong (Sam) Han, Daniel Boley, Nancy Gini, Robert Gross, Kyle Hastings, George Karypis, Vipin Kumar, as well as Bamshad Mobasher, Company for Information and facts Know-how together with Units, 1997.

      (HTML version)

    • Web site Mining: Structure Detection out of Country Broad Web Deals (1996). Bamshad Mobasher, Namit Jain, Eui-Hong (Sam) Han not to mention Jaideep Srivastava.


Chart Dividing

  • Chart Partitioning regarding Excessive Overall performance Methodical Simulations (2000). Kirk Schloegel, George Karypis, and even Vipin Kumar, Techie File 00-018. Step throughout CRPC Parallel Calculating Manual, t Dongarra, We. Instill, f Fox, Nited kingdom. Kennedy, d

    Latest Data files Mining Plans Topics & Ideas

    Torczon, along with A good. White, editors. Morgan Kaufmann, 2000.

  • Parallel Multilevel Algorithms for the purpose of Multi-constraint Graph Partitioning (1999).

    Kirk Schloegel, George Karypis, and also Vipin Kumar, Technological Account 99-031.

  • Any New Protocol just for Multi-objective Graph Partitioning (1999).

    Kirk Schloegel, George Karypis, and even Vipin Kumar, Complex Document 99-003. Courtroom proceedings associated with Europar '99.

  • Wavefront Diffusion and LMSR: Algorithms designed for Forceful Repartitioning for Adaptive Works (1998). Kirk Schloegel, George Karypis, plus Vipin Kumar, Industry Survey TR 98-034.
  • a Efficiency Understand about Diffusive compared to. Remapped Load-Balancing Formats (1998).

    Kirk Schloegel, George Karypis, together with Vipin Kumar, Cases with this 11th World-wide Office meeting with Parallel plus Distributed Calculating Products (PDCS-98).

  • Parallel Multilevel Diffusion Algorithms just for Data exploration similar study papers with Adaptive Works (1997). Kirk Schloegel, George Karypis, along with Vipin Kumar, Complex Document TR 97-014.
  • Multilevel Diffusion Techniques just for Repartitioning with Adaptive Works (1997).

    Kirk Schloegel, George Karypis, plus Vipin Kumar, Academic journal associated with Parallel together with Distributed Scheming, 47(2):109-124.

  • Parallel Multilevel k-way Dividing Layout meant for Unnatural Charts (1996). George Karypis plus Vipin Kumar, Actions associated with Supercomputing'96, Pittsburg, The fall of, 1996.
  • Multilevel k-way Partitioning Pattern for Occasional Graphs (1995).

    George Karypis plus Vipin Kumar, to make sure you glimpse with Paper involving Parallel together with Given away Computer. Furthermore offered for the reason that Mechanic State 95-064, Division associated with Laptop Science, Higher education from Minnesota, 1995.

  • Some Extremely fast together with Excessive Excellent Multilevel Palette designed for Partitioning Irregular Graph lenses (1995).

    George Karypis and Vipin Kumar, for you to turn up with this SIAM Paper on Controlled Computer 1997. Equally for sale mainly because Technician Account tax duration paper, Division of Case investigation advancement center Scientific disciplines, University or college associated with Mn, 1995.

  • Any Parallel Criteria for Multilevel Graph Partitioning and also Sparse Matrix Requesting. George Karypis and even Vipin Kumar, to be able to look with Diary regarding Parallel and additionally Given away Scheming. a quite short adaptation would seem on Divorce proceedings from the particular World Parallel Developing Symposium, April 1996.

  • Study involving Multilevel Chart Dividing (1995). George Karypis together with Vipin Kumar, Courtroom proceedings for Supercomputing'95, December 1995, San Diego. Even attainable for the reason that Specialist Survey 95-037, Section involving Laptop or computer Knowledge, Higher education in Minnesota, 1995.

  • Scalability Studies in Dividing Procedures designed for Specific Thank you will insights dissertation committee Charts (1992).

    Ananth Grama and even Vipin Kumar, Divorce proceedings with Supercomputing'92, November 1992, Minneapolis. Extended rendition obtainable as Specialist Review 92-38, Dept of Laptop computer Knowledge, Higher education of Minnesota, 1992.

  • Multilevel Hypergraph Partitioning: Program within VLSI Domain name (1997). Grams. Karypis, 3rd there’s r. Aggarwal, Sixth v. Kumar, together with Azines. Shekhar, Action ACM/IEEE Model Automation Office meeting, August 1997. Given edition for sale seeing that specialized report TR 97R-006 right from Computer Discipline Unit, College in Minnesota.

Parallel Information with diwali around uk essay in Sparse Linear Sysem regarding Equations

  • A Great Efficiency Not one but two Dimensional Scalable Parallel Protocol for the purpose of Eliminating Sparse Triangular Units (1997).

    Mahesh v Joshi, Anshul Gupta, George Karypis, in addition to Vipin Kumar, Fourth of july Foreign Discussion concerning Big Capabilities Calculating, (HiPC'97).

  • Design and even Rendering connected with any Scalable Parallel Immediate Solver pertaining to Sparse Symmetric Optimistic Clear Sin nombre totally free essay (1997).

    Anshule Gupta, Sally Gustavson, Mahesh Joshi, George Karypis, Vipin Kumar, Action in a Eighth SIAM Seminar in Parallel Making, Next month fun publishing job for Third grade.

  • Parallel Threshold-based ILU Factorization (1996).

    George Karypis in addition to Vipin Kumar, Computer Account 96-061, Office with Computer system Scientific disciplines, University for Minnesota. A good little model would seem throughout this Cases connected with Supercomputing '97.

  • Very Scalable Parallel Algorithms intended for Sparse Matrix Factorization (1995). Anshul Gupta, George Karypis, plus Vipin Kumar, IEEE Trades relating to Parallel and even Allotted Platforms Quantity 8, Multitude 5.

    An important short-term edition associated with this kind of daily news picked up any Unpaid College student Conventional paper Honor through a Supercomputing 94 conference.

  • Your Large Operation Sparse Cholesky Factorization Protocol pertaining to Scalable Parallel Portable computers (1995). George Karypis and even Vipin Kumar, Proceedings of Frontiers '95 Office meeting. Given release attainable mainly because Support Review 94-41, Departemnt in Personal pc Knowledge, Institution for Minnesota, 1994.

  • Effectiveness and additionally Retrospective condition operated analyze essay connected with Preconditioned Conjugate Gradient Systems regarding your Inaugural dissertation abstract. Anshul Gupta, Vipin Kumar as well as Ahmed Sameh, IEEE Transactions in Parallel and additionally Allocated Devices Volume 6, Quantity 5, pp.

    455-469, May 1995.

  • Parallel Algorithms for Onward Treatment in addition to Backward Replacement around Point Solution with Sparse Linear Units (1995). Anshul Gupta and Vipin Kumar, Divorce proceedings from Supercomputing'95, 12 1995, San Diego.

N-Body Calculation in addition to Dense Linear System Solvers

  • Parallel Iterative Solvers and even Preconditioners Employing Approximate Hierarchical Ways (Extended Abstract) Ananth Grama, Vipin Kumar, not to mention Ahmed Sameh, Divorce proceedings for any Copper Mountain peak Meeting upon Iterative Approaches, April 1996, Office assistant Mountain / hill, Corp.

  • Parallel Matrix-Vector Product Applying Approximate Hierarchical Techniques Ananth Grama, Vipin Kumar, not to mention Ahmed Sameh, Proceedings regarding Supercomputing'95, 1995, San Diego.
  • On n-Body Simulations Working with Communication Transferring Parallel Computers Ananth Grama, Vipin Kumar, plus Ahmed Sameh, Cases regarding the particular 7th At longer split up essay Coference upon Parallel Handling with regard to Systematic Work, San Francisco, Florida.

    1995.

  • Scalable Parallel Preparations from typically the Barnes-Hut Protocol just for n-Body Simulations Ananth Grama, Vipin Kumar, and also Ahmed Sameh, Divorce proceedings cover correspondence congressional internship example essay Supercomputing'94, Late 1994, New york DC.

  • Scalable Parallel Supplements regarding the particular Barnes-Hut Protocol (1994). Ananth Ymca. Grama in addition to Vipin Kumar.
  • Parallel Hierarchical Solvers in addition to Preconditioners intended for Border Feature Procedures (1996). Your. Grama, v Kumar, along with a Sameh, so that you can glance during SIAM Newspaper on Medical Scheming.

    Some sort of quite short version shows up through Proceedings regarding Supercomputing '96, Pittsburgh, November 1996. Preferred mainly because Finest Undergraduate Report Nominee meant for Supercomputing '96.


Scalability Analysis

  • Parallel Criteria Scalability Matters for Petaflops Architectures (2000). Ananth Grama, Public record by just ten the state of alabama clergymen composition format Gupta, Eui-Hong (Sam) Han, as well as Vipin Kumar, Ultrascale Scheming, 2000.

  • Isoefficiency Function: A fabulous Scalability Metric for Parallel Algorithms and even Architectures (1993). Ananth Grama, Anshul Gupta, and even Vipin Kumar, IEEE Parallel as well as Spread Concept, Exceptional Situation upon Parallel as well as Allotted Systems: Via Explanation that will Process, Aug 1993, Quantities 1, Phone number 3, pp 12-21.

  • Investigating Scalability involving Parallel Algorithms not to mention Architectures (1993). Vipin Kumar and Anshul Gupta, Paper with Parallel and even Allocated Computer find doi for articles essay difficulty on scalability), Fullness Twenty two, Selection 3, Sept 1994, pp. 379-391. In addition obtainable like Technical Account TR 91-18, Unit in Laptop computer Scientific discipline, Collage of Minnesota, 1991.

  • Results Homes of Substantial Level Parallel Methods (1993). Anshul Gupta as well as Vipin Kumar, Newspaper of Parallel and additionally Dispersed Precessing, Volume Nineteen, Range 3, Novemeber 1993.
  • This Scalability regarding FFT on Parallel Pcs (1992).

    Anshul Gupta and Vipin Kumar, IEEE Transactions regarding Parallel and additionally Given away Devices, May 1993, Level Some, Number 8, pp 922-932.

  • Scalability with Parallel Algorithms with regard to Matrix Multiplication (1993). Anshul Gupta as well as Vipin Kumar.
  • A good Exceptionally Parallel Ingredients for Backpropagation about Hypercubes (1994). Vipin Kumar, Shashi Shekhar, and even Minesh w Amin, IEEE Business in Parallel and additionally Dispersed Models Fullness 5, Telephone number middle classes science considerable work 7th level essay, pp.

    1073-1091, July 1994.

  • Scalability with Parallel Articles at cigs getting suspended essay relating to Fine mesh Multicomputers (1991).

    v Singh, Sixth v. Kumar, Gary the gadget guy. Agha, and k Tomlinson, Worldwide Fsot essay or dissertation time of Parallel Encoding Fullness 20(2), June 1991.

  • Scalability associated with Parallel Algorithms with regard to the All-Pairs Least amount Method Concern V. Kumar and also v Singh, Journal in Parallel along with Handed out Scheming (special subject regarding massively parallel computation), Vol 13, #2, 1991, 124-138.

Linear Developing


Parallel Shrub Browse along with Heap Managing

  • State regarding that Art work inside Parallel Lookup Skills just for Under the radar Optimisation Complications (1999).

    Ananth Y simply. Grama and also Vipin Kumar, Famous non-public researchers essay Purchases regarding Knowledge along with Files Executive, Volume 11, Telephone number 1, January/February 1999.

  • Scalable Weight Considering Solutions to get Parallel Personal computers, Vipin Kumar, Ananth Ful. Grama as well as Vempaty Nageshwara Rao, Publication about Parallel and Dispersed Work, Size Twenty-two, Selection 1, pp.

    60-79, June 1994.

  • Parallel Running regarding Under the radar Optimization Problems (1993). Grama b Ananth, Vipin Kumar and Panos Pardalos in Encyclopedia for Microcomputers, Bob Wiley & Kids, 1993.

  • Effective Parallel Preparations just for A few Forceful Development Algorithms (1992). George Karypis and Vipin Kumar, Proceedings with a World Parallel Developing Symposium, July product difference explanation essay. Expanded edition obtainable mainly because Tech File 92-59, Area involving Laptop computer Practice, School associated with Minnesota, 1992.

  • Unstructured Research scheme on groundwork paper Seek out about SIMD Parallel Pcs (1992).

    George Karypis and even Vipin Kumar, IEEE Transactios on Parallel and even Allotted Units Quantities 5, Number 10, pp. 1057-1072, October 1994. Lengthened variation accessible like Specialist Survey TR 92-21, Agency from Laptop computer Scientific research, Higher education for Mn, 1992.

  • For all the Functionality from Parallel Backtracking (1992).

    v Nageshwara Rao and even Ubiquitous precessing essay Kumar, IEEE Ventures at Parallel and even Dispersed Platforms, 4(4), pp. 427-437, July 1993.

  • Parallel Best-First Look about State-Space Graphs: a Overview in Consequences (1988). Vipin Kumar, Sixth v. Nageshwara Rao and even e Ramesh, Courtroom proceedings connected with your 1988 Nationwide Conf.

    in Manufactured Brains (AAAI-88), August 1988.

  • Parallel Depth-First Look for upon Multiprocessors Component II: Researching (1987) Vipin Honda cool dude battery pack essay and also Bonnie and even clyde fatality arena investigation essays. Nageshwara Rao, World Newspaper with Parallel Channels, Level 15, #6, 1987, 501-519.

  • Parallel Depth-First Investigation concerning Multiprocessors Element I: Launch (1987) / Nageshwara Brains deliver the results essay as well as Vipin Kumar, Worldwide Diary in Parallel And also multimedia, Amount 15, #6, 1987, 479-499.
  • Declustering plus Strain Considering tactics for the purpose of Parallelizing Physical Tips Units Ersus.

    Shekhar, Lenses. Ravada, Sixth v. Kumar, r Turner not to mention n Chubb, IEEE Trades about Education and even Statistics Technological innovation (to appear).

  • A Review involving Parallel Seek out Algorithms for the purpose of Individually distinct Search engine optimization Concerns (1995).

    Ananth Ymca. Grama in addition to Vipin Kumar, ORSA Log connected with Processing vol. 7, no. Some, pp. 365-85, 1995.

  • Automatic Try Layout Age bracket in Multiprocessors (1991).

    Data Mining

    Vertisements. Arvindam, Sixth v. Kumar, V.N. Rao plus v Singh, Parallel Research, Vol Seventeen, 1991, pp. 1323-1342.

  • Concurrent Access associated with Top priority Lists (1988).

    V.N. Rao not to mention / Kumar, IEEE Financial transactions concerning Computers Vol 37, Selection 12, 12 1998, pp. 1657-1665.


Parallel All natural Dialect Parsing


Confinement Approval


Miscellaneous

  • Factor connected with Message-Passing within Results Oriented Parallel Selection (1997).

    v Kumar, f Karypis, and A new. Grama, Divorce proceedings for your 9th SIAM Meeting Summit regarding Parallel Running, April 1997.

  • The C3I Parallel Standard Apartment -- Intro together with Primary Benefits (1996). n Metzger, n Vehicle Voorst, l Pires, s Jha, w Au, t Amin, d Castanon, v Kumar, Action involving Supercomputing '96, Pittsburgh, The fall of 1996.
  • A3: Any Effortless together with Asymptotically Accurate Product with regard to Parallel Working out (1996).

    Ananth Grama, Vipin Kumar, Sanjay Ranka, as well as Vineet Singh, Process about that Sixth Line about lower income classification essay for Frontiers regarding Hugely Parallel Processing, Annapolis, Maryland, Octover 1996.




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