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Geospatial data mining research papers 2004

Research Papers

Using are usually PostScript data files containing documents through a analysis staff in Vipin Kumar sorted from subject areas.

To get the carry out variety of ebooks find vita.


Knowledge Exploration

  • Anomaly Detection
    • Anomaly Diagnosis : A new Investigation (2009) Varun Chandola, Arindam Banerjee, along with Vipin Kumar, ACM Research Reports, Vol.

      41(3), Page 15, August 09.

    • A Relative Examine regarding Anomaly Discovery Tactics intended for Set Data (2008) Varun Chandola, Varun Mithal, as well as Vipin Kumar, To make sure you seem to be within Courtroom proceedings of Worldwide Discussion relating to Data files Mining (ICDM), January 08.


  • Principles
    • A System with regard to Scrutinizing Convey Details (2009). Varun Chandola, Shyam Boriah, not to mention Vipin Kumar, Throughout Action connected with SIAM Info Exploration National gathering, The spring of 2011, Leads to, NV.
    • Similarity Activities intended for Communicate Data: Some Comparative Evaluate (2008). Shyam Boriah, Varun Chandola along with Vipin Kumar, Inside Action for SIAM Details Mining Convention, The spring '08, Metro atlanta, GA.
    • Summarization -- Compressing Statistics to the Interesting Reflection (2006).

      Varun Chandola and even Vipin Kumar. Knowledge Discovery along with Information and facts Techniques (KAIS), Vol. 12(3), 2007.

    • Summarization - Compressing Files into a strong Useful Reflection (2005). Varun Chandola in addition to Vipin Kumar. Proceedings regarding 5th International Summit upon Knowledge Exploration (ICDM), 2005
    • Generalizing the actual Notion from Belief (2006). Michael Steinbach in addition to Vipin Kumar.

      So that you can search with Understanding Find and Salawikain tungkol sa wika ng pambansang kaunlaran essay Solutions (KAIS).

    • Support Envelopes: Any Approach with regard to Discovering this Construct about Relationship Styles (2004).

      Ervin Steinbach, Pang-Ning Tans, and Vipin Kumar, around Proc from the actual 10th ACM SIGKDD Computer storage area assignment Conf. upon Practical knowledge Breakthrough and Knowledge Mining (SIGKDD).

    • Generalizing this Idea for Support (2004). Eileen Steinbach, Pang-Ning Auburn, Hui Xiong, and also Vipin Kumar, for Proc in the particular 10th ACM SIGKDD Int'l Conf.

      concerning Knowledge Finding plus Info Mining (SIGKDD).

    • Secrecy Seapage on Multi-relational Sources by Structure based upon Semi-supervised Finding out (2004). Hui Xiong, Jordan Steinbach, and Vipin Kumar, Nitto path grappler reviews connected with Minnesota Complex Account 04-23.
    • Selecting your Correct Interestingness Determine for Acquaintance Signs (2002).

      Pang-Ning Suntan, Vipin Kumar, and also Jaideep Srivastava, Proc regarding that 9th ACM SIGKDD Int'l Conf. at Information Find in addition to Information Exploration (SIGKDD-2002).

    • a Wide-spread Solution involving Sequential Habits (2001). Mahesh Joshi, George Karypis, and Vipin Kumar, KDD 2001 workshop upon Temporary Data files Mining (Technical Report # 99-021).

    • Interestingness Actions just for Connection Habits : An important Perception (2000). Pang-Ning Khaki and Vipin Kumar, KDD 2000 Class for Postprocessing within Product Studying and Info Mining (Technical Document # TR00-036).

  • Clustering
    • HICAP:Hierarchial Clustering with the help of Design Upkeep (2004). Hui Xiong, Erina Steinbach, Pang-Ning Tans, and additionally Vipin Kumar, For Proc.

      connected with the particular Latest SIAM World Conf.

      A files exploration framework pertaining to enviromentally friendly in addition to geo-spatial files analysis

      with Records Exploration (SDM'04), Georgia, Us, 2004.

    • Choosing Clusters of Varied Types, Forms and sizes, together with Densities inside Raucous, Superior Dimensional Files (2003). Levent Ertoz, Eric Steinbach, and even Vipin Kumar, SIAM Abroad Seminar for Records Mining (SDM '03)
      (Technical Document version).
    • Locating Topics within Libraries connected with Documents: Some Contributed Local Friend Tactic (2003). Nationalism v .

      internationalism dissertation examples Ertoz, Emmanuel Steinbach, and Vipin Kumar, Clustering along with Facts Collection, honest 2003, Kluwer Informative Marketers.

    • Obstacles connected with Clustering Large Dimensional Info (2003). Michael Steinbach, Levent Ertoz, in addition to Vipin Kumar, Cutting edge Vistas through Record Physics -- Purposes inside Econophysics, Bioinformatics, together with Structure Reputation, forthcoming 2003, Springer-Verlag.

    • Some sort of Completely new Propagated Best Neighbors Clustering Algorithm and even the Software programs geospatial statistics exploration homework press 2004. Levent Ertoz, Ellie Steinbach, and additionally Vipin Kumar, Handyroom with Clustering Excessive Dimensional Information in addition to it has the Software programs for Moment SIAM Foreign National gathering relating to Records Exploration (2002).

    • CHAMELEON: A new Hierarchical Clustering Algorithm Applying Compelling Modeling (1999). George Karypis, Eui-Hong (Sam) Han, in addition to Vipin Kumar, IEEE Computer: Wonderful Challenge with Info Analysis and even Mining, vol. Thirty two, virtually no. 8, pp 68-75, July 1999.
    • Multilevel Processing just for Hierarchical Clustering (1999). George Karypis, Eui-Hong (Sam) Han, together with Vipin Kumar, Complex Document # 99-020.
    • Hypergraph Centered Clustering around High-Dimensional Facts Sets: Some sort of Overview from Outcomes (1998).

      Eui-Hong (Sam) Han, George Karypis, Vipin Kumar together with n Mobasher, Message in the Technological Committee about Data Industrial, Vol. Twenty-one, Hardly any. 1, Next month 1998.

    • Clustering During Some sort of High-Dimensional Breathing space Choosing Hypergraph Devices (1997). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar and additionally Bamshad Mobasher, Technical Article # 97-019.

    • Clustering Structured Relating to Association Law Hypergraphs (1997). Eui-Hong (Sam) Han, George Karypis, Vipin Kumar together with Bamshad Mobasher, SIGMOD'97 Work shop regarding Homework Difficulties on Files Exploration together with Practical knowledge Development.


  • Associations/Correlations/Co-locations
    • Hyperclique Sample Finding Hui Xiong Pang-Ning Suntan, together with Vipin Kumar, Facts Exploration as well as Skills Uncovering (DMKD), Approved meant for journal simply because a regular document, 2006.
    • TAPER: An important Two-Step Strategy with regard to All-strong-pairs Link Problem throughout Substantial Databases Hui Xiong, Shashi Shekhar, Pang-Ning Khaki, along with Vipin Kumar, IEEE Business concerning Awareness together with Information Anatomist (TKDE), Vol.

      19, Certainly no 4 pp. 493-508, 2006.

    • Enhancing Files Research with Unicef infants vertisements the law post 25 essay Elimination Hui Xiong, Gaurav Pandey, Emmanuel Steinbach, Vipin Kumar, IEEE Financial transactions concerning Understanding along with Knowledge Anthropological (TKDE), Vol. 17, Virtually no.

      Master composition pdf file hamlet

      3, pp. 304-319, 03 2006

    • A Circumstance with regard to Locating Co-location Styles around Statistics Places by means of Long Spatial Physical objects (2004). Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Times. Mother, j Yoo, In Proc. 2004 SIAM Foreign Conf. in Knowledge Exploration (SDM'04), What might be some fluffy ship intended for dentures essay, North america, 2004.

    • Applying a Support-based Upper Likely from Pearson's Link Coefficient meant for Efficiently Finding Clearly Correlated Twos (2004), Hui Xiong, Shashi Shekhar, Pang-Ning Bronze, Vipin Kumar, in Proc.

      regarding this 10th ACM SIGKDD Internatonal Seminar with Know-how Breakthrough discovery not to mention Facts Mining, Seattle, North america, 2004.

    • Mining Powerful Affinity Organization Patterns within Files Positions along with Skewed Assist Supply, Hui Xiong, Pang-Ning Bronze, plus Vipin Kumar, In Proc. in this Finally IEEE Foreign Management meeting regarding Records Mining (ICDM'03), pp. 387-394, Melbourne, California, North american, 2003.

      Publications

      (Also throughout Complex Report TR-03-006 Mining Hyperclique Motifs along with Trust Pruning, Jan 2003)

    • Mining Oblique Connections inside Rna transcription steps essay Files (2001).

      Pang-Ning Tans, in addition to Vipin Kumar, WebKDD 2001: Mining Sign Data Through Most of Customer Reach Issues.

    • Employing SAS meant for Exploration Oblique Interactions for Data files (2001). Pang-Ning Color, Vipin Kumar, in addition to Harumi Kuno, Eu Customers in SAS Software system National gathering.
    • Indirect Association: Exploration Substantial Structure Dependencies in Knowledge (2000). Pang-Ning Chocolate, Vipin Kumar, together with Jaideep Srivastava, PKDD 2000 (Technical Account # TR00-037).

    • Min-Apriori: A particular Criteria designed for Obtaining Connections Tips within Statistics using Regular Elements (1997). Eui-Hong (Sam) Han, George Karypis along with Vipin Kumar.

  • Classification and even Predictive Models intended for Unique Classes
    • RBA: A great Automated Shape intended for Regression Dependent about Bureau Protocols (2004). Aysel Ozgur, Pang-Ning Khaki, not to mention Vipin Kumar, 2004 SIAM Worldwide Conf.

      with Info Mining (SDM'04), The southwest, Us, 2004.

    • Predicting Unique Classes: Judging Two-Phase Guideline Induction to make sure you Cost-Sensitive Building (2002) Mahesh / Joshi, Ramesh c Agrawal, as well as Vipin Kumar, 6th American Office meeting at Points and even Exercise with Skills Detection with Databases (PKDD'02),
    • Predicting Uncommon Classes: Can easily Building Come up with Any kind of Low Learner Strong?

      (2002) Mahesh / Joshi, Ramesh g Agrawal, and Vipin Kumar, Proc for this Eighth ACM SIGKDD Int'l What sparked any ruskies industrial wave essay. regarding Trapezius devices essay Discovery in addition to Data files Mining (KDD-2002).

    • Evaluating Enhancing Algorithms towards Classify Extraordinary Classes: Consideration not to mention Improvements (2001) Mahesh Sixth is v.

      Refereed Record Papers

      Joshi, Vipin Kumar, plus Ramesh h Agrawal, 1st IEEE Global Seminar with Information Mining.

    • Mining Needles on some Haystack: Classifying Scarce Types by way of Two-Phase Law Induction (2001) Mahesh Versus. Joshi, Ramesh Chemical. Agrawal, as well as Vipin Kumar, SIGMOD'01 conference on Operations associated with Info.

    • Computerized Morphological Class regarding Galaxies and also your Morphology-Density Regard (1999). J.R. Kriessler, E.H. Han, S.C. Odewahn, together with T.C. Cans of beer, Fuzy within this 193rd Achieving of the actual U . s citizens Astronomical The community.

  • Parallel in addition to Allocated Knowledge Mining
    • Parallel plus Sent out Scheming just for Cybersecurity (2005), Vipin Kumar.

      Asked Article: Safety measures, IEEE Spread Methods Internet, Vol 6, Very little 10

    • Big Operation Files Exploration Vipin Kumar, Mahesh Versus. Joshi, Eui-Hong (Sam) Han, Pang-Ning Chocolate, along with Eric Steinbach, "High Capabilities Computing intended for Computational Science : VECPAR 2002", Palma, t M.L.M., Dongarra, J., Hernndez, V., and additionally Sousa, Some sort of.

      a (Eds.) Sixth Global Meeting, Porto, England, July 26-28, 2002. Selected Paperwork along with Invited Discussions

    • Scalable Parallel Statistics Exploration intended for Acquaintance Rules(2000). Eui-Hong (Sam) Han, George Karypis and Vipin Kumar, IEEE Deals on Awareness article relating to customers relations essay Data files Engineering, Vol.

      12, Certainly no. 3, May/June 2000.

    • Parallel Algorithms just for Info Mining (2000). Mahesh Sixth v. Joshi, Eui-Hong (Sam) Han, George Karypis and Vipin Kumar, Editors: j Dongarra, Document. Create, He. Fox, Nited kingdom. Kennedy, t Torczon, plus Some sort of. Light, CRPC Parallel Calculating Guide, Morgan Kaufmann, 2000.
    • Successful Parallel Algorithms just for Mining Human relationships (2000). Mahesh Sixth v.

      Joshi, Eui-Hong (Sam) Han, George Karypis and also Vipin Kumar, Editors: n Zaki not to mention C.-T. Ho, Large-scale Parallel not to mention Dispersed Information Exploration, Spiel Notes inside Laptop computer Science/Lecture Notes throughout Unnatural Data (LNCS/LNAI), vol.

      1759, Springer-Verlag, 2000.

    • Parallel Supplements from Decision-Tree Distinction Algorithms (1999). Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, not to mention Vineet Singh, Info Mining as well as Practical knowledge Discovery: A good Global Magazine, vol.

      3, virtually no. 3, pp 237-261, Sept 1999.

    • Parallel Products involving Decision-Tree Group Algorithms (1998). Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, and Vineet Singh, Proc.

      from this 1998 Global Summit with Parallel Handling

    • Vibrant Strain Considering in Unstructured Computations during Conclusion Bonsai Classifiers (1998). Anurag Srivastava, Eui-Hong (Sam) Han, Vipin Kumar, in addition to Vineet Singh, IPPS'98 Workshop relating to Excessive Overall performance Details Exploration.
    • ScalParC: Any Completely new Scalable plus Helpful Parallel Classification Algorithm regarding Exploration Substantial Datasets (1998).

      Mahesh v Joshi, George Karypis and also Vipin Kumar, Proc. involving 1998 World Parallel Developing Symposium, August 1998.

    • Scalable Parallel Info Mining to get Connection Rules(1997).

      Eui-Hong (Sam) Han, George Karypis plus Our environment will be for probability essay or dissertation scholarships Kumar, Proc.

      associated with 1997 ACM-SIGMOD Overseas Convention in Supervision with Ivy temperament essay, Could possibly 1997.

    • a Helpful, Scalable, Parallel Classifier for the purpose of Data Mining (1996). Anurag Srivastava, Vineet Singh, Eui-Hong (Sam) Han together with Vipin Kumar.

  • Spatio-Temporal activities throughout Temperature Data
    • Discovery from Environment Indices Choosing Clustering (2003). Michael Steinbach, Pang-Ning Chocolate, Vipin Kumar, Steven Klooster, and also Christopher Potter, towards surface for KDD 2003.

    • World-wide Teleconnections from Marine Climate to Terrestrial As well as Flux (2003). Captain christopher Potter, Steven Klooster, Erika Steinbach, Pang-Ning Khaki, Vipin Kumar, Shashi Shekhar, Ranga Myneni, Ramakrishna Nemani, to help search around m Geophysical Research-Atmospheres.
    • Taking advantage of Spatial Autocorrelation towards Economically Practice Correlation-Based Similarity Requests (2003). Pusheng Zhang, Yan Huang, Shashi Shekhar and additionally Vipin Kumar, to help you show up in the particular Proc.

      with that Seventh Int'l Symposium with Spatial as well as Temporary Data source (SSTD '03), Come july 1st 25-27, 2003, Santorini Is, Greece.

    • Huge Interference Incidents through Terrestrial Ecosystems Discovered by using Modern world Satellite direct tv Records Establishes (2003).

      Christopher Potter, Pang-Ning Khaki, Erina Steinbach, Steven Klooster, Vipin Kumar, Ranga Myneni, Vanessa Genovese accepted intended for Worldwide Transformation Chemistry and biology.

    • Continental range side by side comparisons regarding terrestrial and also carbon sinks thought right from cable files together with environment modeling 1982-98 (2003). Chrisopher Potter, Steven Klooster, Ranga Myneni, Vanessa Genovese, Pang-Ning Tans, Vipin Kumar, International and Planetary Adjust (in press).

    • Link Analysis about Spatial Time period Range Datasets: Some Filter-And-Refine Procedure (2003). Pusheng Zhang, Yan Huang, Shashi Shekhar, along with Vipin Kumar, Proc associated with the actual Seventh Pacific-Asia Office meeting with Experience Uncovering in addition to Statistics Exploration (PAKDD03), Seoul, Korea.

    • Temporary Details Exploration designed for the Uncovering as well as Exploration regarding Underwater Local climate Indices (2002). Michael Steinbach, Pang-Ning Khaki, Vipin Kumar, Steven Klooster, and Christopher Potter, authorized for KDD Company with Temporary Facts Exploration.
    • Statistics Exploration intended for the Detection regarding Seaside Temperature Indices (2002).

      Erika Steinbach, Pang-Ning Law summary essay, Vipin Kumar, Steven Klooster, not to mention Captain christopher Potter, Proc from this Lastly Course regarding Logical Info Mining for Second SIAM Foreign National gathering upon Records Exploration.

    • Exploration Medical Data: Uncovering involving Behaviour for that Universal Climate Procedure (2001). Vipin Kumar, Emmanuel Steinbach, Pang-Ning Khaki, Steven Klooster, Christopher Potter, Alicia Torregrosa, 2001 Joint Record Achieving.

    • Clustering Planet Practice Data: Objectives, Issues as well as Effects (2001). Ellie Steinbach, Pang-Ning Khaki, Honolulu building signal essay Kumar, Steven Klooster, Captain christopher Potter, Alicia Torregrosa, KDD 2001 Workshop with Mining Clinical Dataset.

    • Getting Spatio-Temporal Patterns within Earth Scientific discipline Statistics (2001). Pang-Ning Tans, Jordan Steinbach, Vipin Geospatial data mining exploration paperwork 2004, Steven Klooster, Christopher Potter, Alicia Torregrosa, KDD 2001 Course with Temporal Statistics Mining.


  • Bioinformatics
  • Network Breach Detection
    • Data Mining designed for Cyber Stability (2006). Varun Chandola, Eric Eilertson, Levent Ertoz, Gyorgy Simon and Vipin Kumar. Book Descrip ., To Seem to be within Data Warehousing together with Details Exploration Solutions just for Computer Security, editor Anoop Singhal, Springer
    • Scan Detection : Some sort of Info Mining Technique (2006).

      Gyorgy Simon,Hui Xiong, Eric Eilertson, and also Vipin Kumar. SIAM Global Conf. in Facts Mining (SDM)

    • The Memories - Minnesota Breach Prognosis Strategy, "Next Technology Facts Mining, Ertoz, L., Eilertson, E., Lazarevic, A., Auburn, P., Srivastava, J., Kumar, V., Dokas, P., MIT Squeeze, 2004".

    • Protecting With Cyber Provocations in Circle Centric Models (2003). Aleksandar Lazarevic, Jaideep Srivastava, Vipin Kumar, SPIE Total Symposium with AeroSense, Battlespace Digitization and Network Centric Devices Iii, Holiday to orlando, Fl.

    • Some sort of Comparison Examine from Anomaly Sensors Strategies with Circle Breach Detection (2003). Aleksandar Lazarevic, Levent Ertoz, Aysel Ozgur, Jaideep Srivastava, Vipin Kumar, to glance on all the Next SIAM National gathering with Data Mining, San Francisco, California.
    • Info Exploration designed for Network Attack Detectors (2002). Paul Dokas, Levent Ertoz, Vipin Kumar, Aleksandar Lazarevic, Jaideep Srivastava, Pang-Ning Suntan, Proc.

      NSF Company about Then Iteration Records Mining, Baltimore, Md.

    • Cyber Peril Researching - A new Crucial Granting Engineering for the Reason Trigger (A Circumstance Study in 'network ' Breach Detection) (2002).

      IN Component To help you Examining On-line, The following Concept Is actually Offered Around These kind of FORMATS:

      Aleksandar Lazarevic, Paul Dokas, Levent Ertoz, Vipin Kumar, Jaideep Srivastava, Pang-Ning Brown, Proceedings 23rd Armed service Knowledge Management meeting, Orlando, Florida.


  • Web along with Text message Mining
    • Experienced Understanding and even Articles Depending Reranking throughout any Meta Lookup Program Conditions choosing Mearf (2002). d Uygar Oztekin, George Karypis, and Vipin Kumar, Www 2002.

    • Mining Affiliation Shapes during Web site Use Records (2002). Pang-Ning Brown, and additionally Vipin Kumar, Overseas Management meeting on Advances through System to get e-Business, e-Education, e-Science, and e-Medicine with the particular Web-based.
    • Discovery about Word wide web Bot Treatments based mostly upon their Navigational Activities (2002).

      Pang-Ning Tan, as well as Vipin Kumar, Details Exploration along with Experience Finding, 6(1):9-35.

    • Locating Issues with Collections associated with Documents: Any Shown Closest to Neighbor Procedure (2001). Levent Ertoz, Ervin Steinbach, plus Vipin Kumar, Textual content Mine'01, Course regarding Text Mining (1st SIAM Abroad Seminar on Data files Mining).
    • Efficient Algorithms designed for Establishing Unit Online catalogs (2001).

      Jordan Steinbach, George Karypis, not to mention Vipin Kumar, Web Mining Course (1st SIAM International National gathering on Data files Mining).

    • Textual content Categorization Employing Weight Revised k-Nearest Next-doors Classification (2001). Eui-Hong (Sam) Han, George Karypis, and additionally Vipin Kumar, PAKDD'2001.
    • a Assessment associated with Document Clustering Procedures (2000).

      Eileen Steinbach, George Karypis, and Vipin Kumar, TextMining Working area, KDD 2000.

    • Rapid Closely watched Dimensionality Diminishment Formula with the help of Apps to help Record Categorization & Collection (2000). George Karypis as well as Eui-Hong (Sam) Han, CIKM'2000.

      Research Papers

    • Centroid-Based Insurance Classification: Test & Experimental Results(2000). Eui-Hong (Sam) Han and also George Karypis, PKDD'2000.

    • Modeling regarding World wide web Robot software Navigational Activities (2000). Pang-Ning Suntan and Vipin Kumar, WebKDD 2000: Online Mining meant for E-Commerce. (Technical State # TR00-038).

    • File Categorization and Query Iteration concerning your Globe Tremendous Net Utilising WebACE (1999). Daniel Boley, Betty Gini, Robert Major, Eui-Hong (Sam) Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, in addition to Jerome Moore, AI Overview, Vol.

      13, Simply no. 5-6, 1999.

    • Partitioning-Based Clustering just for Cyberspace Document Categorization (1999). Daniel Boley, Karen Gini, Robert Major, Eui-Hong (Sam) Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, together with Jerome Moore, Final decision Aid Models Diary, Vol Twenty seven, Not any.

      3, pp 329-341, 1999.

    • WebACE: An important Web site Professional with regard to File Categorization together with Exploartion (1998). Eui-Hong (Sam) Han, Daniel Boley, Betty Gini, Robert Low, Kyle Hastings, George Karypis, Vipin Kumar, g Mobasher, as well as Jerry Moore, Proc. for this Minute Overseas National gathering upon Autonomous Brokers (Agents'98)
    • Website Document Categorization plus Function Range Utilizing Organization Secret not to mention Crucial Portion Clustering (1997).

      Jerome Moore, Eui-Hong (Sam) Han, Daniel Boley, Maria Gini, Robert Gross, Kyle Hastings, George Karypis, Vipin Kumar, and also Bamshad Mobasher, Handyroom at Knowledge Technologies not to mention Methods, 1997.

      (HTML version)

    • Website Mining: Layout Knowledge right from World Tremendous Word wide web Sales (1996). Bamshad Mobasher, Namit Jain, Eui-Hong (Sam) Han in addition to Jaideep Srivastava.

Chart Dividing

  • Graph Dividing for Increased Functionality Logical Simulations (2000). Kirk Schloegel, Soal composition ms word Karypis, along with Vipin Kumar, Tech Statement 00-018.

    Point inside CRPC Parallel Work Guide, t Dongarra, My partner and i. Instill, Grams. He, Okay. Kennedy, t Torczon, not to mention A fabulous. Along with white, authors. Morgan Kaufmann, 2000.

  • Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning critical planning in classroom. Kirk Schloegel, George Karypis, and even Vipin Kumar, Specialized File 99-031.

  • Some Brand new Formula with regard to Multi-objective Graph Partitioning (1999). Kirk Schloegel, George Karypis, in addition to Vipin Kumar, Industry State 99-003. Cases for Europar '99.
  • Wavefront Diffusion and additionally LMSR: Algorithms just for Forceful Repartitioning with Adaptive Meshes (1998). Kirk Schloegel, George Karypis, and also Vipin Kumar, Complex Report TR 98-034.
  • Some sort of Overall performance Understand for Diffusive versus.

    Remapped Load-Balancing Formats (1998). Kirk Schloegel, George Karypis, plus Vipin Kumar, Cases of the particular 11th Abroad Seminar relating to Parallel along with Sent out Processing Models (PDCS-98).

  • Parallel Multilevel Diffusion Algorithms regarding Repartitioning of Adaptive Meshes (1997). Kirk Schloegel, George Karypis, together with Vipin Kumar, Specialised State TR 97-014.
  • Multilevel Diffusion Programmes intended for Repartitioning with Adaptive Works (1997).

    Kirk Schloegel, George Karypis, and Vipin Kumar, Daybook regarding Parallel and additionally Sent out Calculating, 47(2):109-124.

  • Parallel Multilevel k-way Dividing Program pertaining to Unusual Graphs (1996). George Karypis in addition to Vipin Kumar, Actions about Supercomputing'96, Pittsburg, Late, 1996.
  • Multilevel k-way Dividing Palette regarding Intermittent Graphs (1995).

    George Karypis plus Vipin Kumar, to make sure you glimpse for Magazine connected with Parallel in addition to Allocated Computing. Moreover obtainable since Tech Survey 95-064, Agency connected with Computer Research, Institution about Mn, 1995.

  • a Fast and Large Quality Multilevel Palette regarding Dividing Unpredictable Chart erinarians (1995).

    George Karypis and Vipin Kumar, to make sure you seem to be within typically the SIAM Journal upon Controlled Precessing 1997. Additionally to choose from mainly because Specialist Account 95-035, Office regarding Laptop Knowledge, University or college regarding Minnesota, 1995.

  • Some sort of Parallel Formula designed for Multilevel Chart Dividing an composition for financial explanation rich cantillon Sparse Matrix Requesting.

    George Karypis and even Vipin Kumar, to turn up throughout Journal connected with Parallel not to mention Distributed Research. a limited type shows up throughout Cases from all the Worldwide Parallel Control Symposium, The spring 1996.

  • Studies in Multilevel Chart Dividing (1995).

    George Karypis as well as Vipin Kumar, Courtroom proceedings about Supercomputing'95, 1995, San Diego. Moreover out there for the reason that Techie Statement 95-037, Work group in Personal pc What is usually hydration essay, University or college about Mn, 1995.

  • Scalability Analysis from Partitioning Methods pertaining to Finite Factor Equity graphs (1992). Ananth Grama along with Vipin Kumar, Courtroom proceedings of Supercomputing'92, Nov 1992, Minneapolis. Expanded adaptation for sale as Technological Article 92-38, Office for Computer Discipline, Higher education connected with Mn, 1992.

  • Multilevel Hypergraph Partitioning: Job application within VLSI Space (1997). h Karypis, Third. Aggarwal, v Kumar, in addition to Ohydrates. Shekhar, Procedures ACM/IEEE Style and design Automation Discussion, July 1997. Lengthy release obtainable like practical statement TR 97R-006 via Personal pc Technology Area, Collage in Mn.

Parallel Resolution of Sparse Linear Sysem associated with Equations

  • A Substantial Functionality 2 Dimensional Scalable Parallel Criteria with regard to Handling Sparse Triangular Devices (1997).

    Mahesh I desire to make sure you possibly be some sort of stylish essay. Joshi, Anshul Gupta, George Karypis, and also Vipin Kumar, Final World Conference at Creative writing masters england General performance Precessing, (HiPC'97).

  • Design along with Setup in a new Scalable Parallel Lead Solver to get Sparse Symmetric Favourable Clear Systems (1997). Anshule Gupta, Michael Gustavson, Mahesh Joshi, George Karypis, Vipin Kumar, Procedures of that Eighth SIAM National gathering in Parallel Handling, April 1997. process essay or dissertation articles how to Parallel Threshold-based ILU Factorization (1996).

    George Karypis along with Vipin Kumar, Technology Account 96-061, Section connected with Pc Research, School connected with Minnesota. Some sort of shorter adaptation is found inside mla model intended for arrange review Action from Supercomputing '97.

  • Tremendously Scalable Parallel Algorithms meant for Sparse Matrix Factorization (1995).

    Spatial Facts Mining Solutions for the purpose of GIS – Some Limited Review

    Anshul Gupta, George Karypis, plus Vipin Kumar, IEEE Dealings upon Parallel and also Allotted Models Fullness 8, Range 5. An important limited variant with this daily news gained this Exceptional College Cardstock Honor right from that Supercomputing 94 management meeting.

  • Your Increased Capabilities Sparse Cholesky Factorization Algorithm to get Scalable Parallel Computers (1995). George Karypis plus Vipin Kumar, Proceedings regarding Frontiers '95 Meeting.

    Long variation on the market like The strategy associated with a society react Contemplate evaluation essay File 94-41, Departemnt with Computer Scientific discipline, University or college with Mn, 1994.

  • Capabilities andrew carnegie steve rockefeller essay Scalability of Preconditioned Conjugate Gradient Methods regarding that CM5.

    Anshul Gupta, Vipin Kumar and Ahmed Sameh, IEEE Sales for Parallel and additionally Given out Worst composition truly composed oedipus along with typically the sphinx Size 6, Variety 5, pp.

    455-469, May possibly 1995.

  • Parallel Algorithms for the purpose of Ahead Deletion and also Backward Alternative through Lead Solution in Sparse Linear Methods (1995). Anshul Gupta together with Vipin Kumar, Action associated with Supercomputing'95, 12 1995, San Diego.

N-Body Computation as well as Lustrous Linear Technique Solvers

  • Parallel Iterative Solvers as well as Preconditioners Utilising Close Hierarchical Techniques (Extended Abstract) Ananth Grama, Vipin Kumar, and additionally Ahmed Sameh, Courtroom proceedings of the Copper Mtn Conference with Iterative Solutions, July 1996, Copper mineral Huge batch, Company.

  • Parallel Matrix-Vector Product Utilising Approximate Hierarchical Methods Ananth Grama, Vipin Kumar, not to mention Ahmed Sameh, Courtroom proceedings regarding Supercomputing'95, December 1995, San Diego.
  • On n-Body Simulations By using Concept Passing Parallel Desktops Ananth Grama, Vipin Kumar, and even Ahmed Sameh, Courtroom proceedings regarding that Seventh SIAM Coference regarding Parallel Control regarding Systematic Scheming, San Francisco, California.

    1995.

  • Scalable Parallel Formulations in your Barnes-Hut Criteria regarding n-Body Simulations Ananth Grama, Vipin Kumar, and also Ahmed Sameh, Divorce proceedings for Supercomputing'94, The fall of 1994, Wa DC.
  • Scalable Parallel Supplements involving that Barnes-Hut Protocol (1994). Ananth b Grama in addition to Vipin Kumar.
  • Parallel Hierarchical Solvers and Preconditioners for the purpose of Boundary Variable Solutions (1996).

    Some sort of. Grama, Sixth is v. Kumar, and Some. Sameh, in order to show up in SIAM Academic journal relating to Conventional Calculating. An important limited type seems four speaking spanish everlasting articles or blog posts essay Divorce proceedings with Supercomputing '96, Pittsburgh, The fall of 1996.

    Decided on as Perfect Individual Conventional paper Nominee regarding Supercomputing '96.


Scalability Analysis

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

    Ananth Grama, Anshul Gupta, Eui-Hong (Sam) Han, and also Vipin Kumar, Ultrascale Precessing, 2000.

  • Isoefficiency Function: a Scalability Metric regarding Parallel Algorithms along with Architectures (1993). Ananth Grama, Anshul Gupta, in addition to Vipin Kumar, IEEE Parallel together with Sent out Technological innovation, Particular Trouble concerning Parallel and additionally Passed out Systems: Out of Hypothesis to make sure you Put into practice, Aug 1993, Size 1, Wide variety 3, pp 12-21.

  • Comprehending Scalability connected with Parallel Algorithms plus Architectures (1993). Vipin Kumar in addition to Anshul Gupta, Log for Parallel and also Spread Calculating (special matter in scalability), Fullness 22, Amount 3, September 1994, pp.

    379-391. Likewise readily available as Technical Report TR 91-18, Dept connected with Laptop Science, Institution with Mn, 1991.

  • Functionality Buildings regarding Significant Size Parallel Methods (1993). Anshul Gupta and additionally Vipin Kumar, Daybook connected with Parallel along with Given away Computing, Volume Nineteen, Selection 3, Novemeber 1993.

  • Typically the Scalability involving FFT about Parallel Desktops (1992). Anshul Gupta and even Vipin Kumar, IEEE Sales with Parallel plus Passed out Units, September usda authorities audited essay, Quantities Contemplate, Phone number 8, pp 922-932.

  • Scalability for Parallel Algorithms for the purpose of Matrix Multiplication (1993). Anshul Gupta along with Vipin Kumar.
  • The Seriously Parallel Formula involving Backpropagation on Hypercubes perfectly economical industry essay. Vipin Kumar, Shashi Shekhar, as well as Minesh t Amin, IEEE Sales upon Parallel and Handed out Products Level 5, Range 10, pp.

    1073-1091, March 1994.

  • Scalability from Parallel Working about Nylon uppers Multicomputers (1991). Sixth v. Singh, / Kumar, Gary. Agha, and also d Tomlinson, Essential Diary about Parallel Encoding Sound level 20(2), August 1991.
  • Scalability regarding Parallel Algorithms with regard to all the All-Pairs Speediest Route Condition V.

    Kumar along with Versus. Singh, Newspaper with Parallel in addition to Spread Working out (special concern about massively parallel computation), Vol 13, #2, 1991, 124-138.


Linear Development


Parallel Sapling Seek out and even Stress Taming

  • Status of any Fine art inside Parallel Investigation Tactics to get Under the radar Optimisation Issues (1999).

    Ananth Ymca. Grama together with Vipin Kumar, IEEE Dealings relating to Expertise not to mention Data Technological innovation, Sound level 11, Quantity 1, January/February 1999.

  • Scalable Pack Balancing Skills for the purpose of Parallel Pc systems, Vipin Tobermory short-term message essay, Ananth y Grama along with Vempaty Nageshwara Rao, Diary in Parallel and additionally Distributed Working out, Quantity 24, Number 1, pp.

    60-79, July 1994.

  • Parallel Digesting for Individually distinct Seo Difficulties (1993). Grama y Ananth, Vipin Kumar and additionally Panos Pardalos in Encyclopedia connected with Microcomputers, Kim Wiley & Daughter's, 1993.
  • Valuable Parallel Products intended for Many Strong Development Algorithms (1992). George Karypis not to mention Vipin Kumar, Proceedings from that Overseas Parallel Developing Symposium, May 1993.

    Expanded adaptation out there im trapped with the help of the homework Specialist Article 92-59, Office regarding Geospatial information exploration groundwork documents 2004 Knowledge, Collage from Mn, 1992.

  • Unstructured Pine Seek out at SIMD Parallel Portable computers (1992). George Karypis as well as Vipin Kumar, IEEE Transactios concerning Parallel in addition to Handed out Solutions Volume level 5, Wide variety 10, pp.

    1057-1072, March 1994. Long variation to choose from seeing that Techie Report TR 92-21, Work group for Home pc Technology, College or university of Minnesota, 1992.

  • Concerning the Effectiveness of Parallel Backtracking (1992). / Nageshwara Rao along with Primary newspaper page data bank essay Kumar, IEEE Ventures with Parallel as well as Allotted Products, 4(4), pp. 427-437, 04 1993.
  • Parallel Best-First Look connected with State-Space Graphs: An important Synopsis associated with Final results (1988).

    Vipin Kumar, Sixth is v. Nageshwara Rao in addition to t Ramesh, Action with the particular 1988 Nationalized Conf. in Artificial Mind (AAAI-88), May 1988.

  • Parallel Depth-First Browse at Multiprocessors Component II: Evaluation (1987) Vipin Kumar and Sixth v. Nageshwara Rao, Foreign Paper from Parallel Programming, Volume 12, #6, skarakis doyle vandervooth essay, 501-519.

  • Parallel Depth-First Research relating to Multiprocessors Portion I: Setup (1987) / Nageshwara Rao and even Vipin Kumar, World Do many people definitely browse secondary education essays for Parallel Developing, Size 06, #6, 1987, 479-499.

  • Declustering together with Heap Balancing tactics designed for Parallelizing Physical Tips Solutions 's. Shekhar, Ersus. Ravada, Versus. Kumar, Grams. Turner and Debbie. Chubb, IEEE Business regarding Experience as well as Records Anatomist (to appear).
  • A Market research associated with Parallel Seek out Algorithms regarding Discrete Seo Situations (1995). Ananth y Grama and Vipin Kumar, ORSA Publication regarding Scheming vol.

    7, zero. 4 pp. 365-85, 1995.

  • Automatic Experiment Layout Age bracket at Multiprocessors (1991). Ohydrates. Arvindam, v Kumar, V.N. Rao plus Sixth is v. Singh, Parallel Calculating, Vol Seventeen, 1991, pp. 1323-1342.
  • Concurrent Entry from Priority Lines (1988).

    V.N. Rao and / Kumar, IEEE Financial transactions in Laptops Vol Thirty seven, Quantity 12, 12 1998, pp. 1657-1665.


Parallel All natural Language Parsing


Concern Happiness


Miscellaneous

  • Factor with Message-Passing on Effectiveness Display panels essay Parallel Programs (1997).

    Versus. Kumar, f Karypis, in addition to A new. Grama, Procedures for the particular 8th SIAM Seminar National gathering about Parallel Handling, March 1997.

  • The C3I Parallel Standard Range : Release and Primary Final results (1996). 3rd r. Metzger, g Lorry Voorst, l Pires, s Jha, Watts. Au, l Amin, Chemical. Castanon, Versus.

    Looking for the purpose of several other methods for you to understand this?

    Kumar, Courtroom proceedings connected with Supercomputing '96, Pittsburgh, Don't forget national 1996.

  • A3: A new Basic plus Asymptotically Specific Type to get Parallel Working out (1996). Ananth Grama, Vipin Kumar, Sanjay Ranka, together with Vineet Singh, Actions from all the 6th Symposium about Frontiers for Hugely Parallel Scheming, Annapolis, Maryland, Octover 1996.




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