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Subgraphs PowerPoint PPT Presentation
Subgraphs - ... there are k pair-wise internally disjoint paths between ... Homework. H1. Let C be the shortest cycle in graph G. Show that C is an induced subgraph of G. ...
... there are k pair-wise internally disjoint paths between ... Homework. H1. Let C be the shortest cycle in graph G. Show that C is an induced subgraph of G. ...
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SI 614 Network subgraphs (motifs) PowerPoint PPT Presentation
SI 614 Network subgraphs (motifs) - SI 614 Network subgraphs (motifs) Biological networks Lecture 11 Instructor: Lada Adamic Outline motifs motif detection (software & Pajek) review of network ...
SI 614 Network subgraphs (motifs) Biological networks Lecture 11 Instructor: Lada Adamic Outline motifs motif detection (software & Pajek) review of network ...
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Discovering Informative Subgraphs in RDF Graphs PowerPoint PPT Presentation
Discovering Informative Subgraphs in RDF Graphs - http://www.semagix.com/ 8/4/2005. Development Interface. 8/4/2005. Graphical Visualization ... Greedy algorithm. Start with an empty subgraph ...
http://www.semagix.com/ 8/4/2005. Development Interface. 8/4/2005. Graphical Visualization ... Greedy algorithm. Start with an empty subgraph ...
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Finding Communities by Clustering a Graph into Overlapping Subgraphs PowerPoint PPT Presentation
Finding Communities by Clustering a Graph into Overlapping Subgraphs - Partitioning is well researched; many algorithms and software packages exist ... First overlapping clustering algorithms successfully developed and tested ...
Partitioning is well researched; many algorithms and software packages exist ... First overlapping clustering algorithms successfully developed and tested ...
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Approximation Schemes for Minimum 2-Edge-Connected and Biconnected Subgraphs in Planar Graphs PowerPoint PPT Presentation
Approximation Schemes for Minimum 2-Edge-Connected and Biconnected Subgraphs in Planar Graphs - Approximation Schemes for Minimum 2-Edge-Connected and Biconnected Subgraphs in Planar Graphs Artur Czumaj Michelangelo Grigni Papa Sissokho Hairong Zhao
Approximation Schemes for Minimum 2-Edge-Connected and Biconnected Subgraphs in Planar Graphs Artur Czumaj Michelangelo Grigni Papa Sissokho Hairong Zhao
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Mining Frequent Subgraphs PowerPoint PPT Presentation
Mining Frequent Subgraphs - An Efficient Data Structure: CAM Tree. Two Operations: CAM-join, CAM-extension. 17 ... with the label of the edge between the two vertices and zero if there is ...
An Efficient Data Structure: CAM Tree. Two Operations: CAM-join, CAM-extension. 17 ... with the label of the edge between the two vertices and zero if there is ...
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An efficient algorithm for detecting frequent subgraphs in biological networks PowerPoint PPT Presentation
An efficient algorithm for detecting frequent subgraphs in biological networks - ... they are isomorphic? Given two graphs, if one graph is isomorphic to a ... G2' of k edges in G2 such that there is an isomorphic mapping from G1' to G2' ...
... they are isomorphic? Given two graphs, if one graph is isomorphic to a ... G2' of k edges in G2 such that there is an isomorphic mapping from G1' to G2' ...
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Web Projections Learning from Contextual Subgraphs of the Web PowerPoint PPT Presentation
Web Projections Learning from Contextual Subgraphs of the Web - Can we predict users' behaviors with issuing and reformulating queries? ... Given query reformulation predictions we know whether the user will be happy or not ...
Can we predict users' behaviors with issuing and reformulating queries? ... Given query reformulation predictions we know whether the user will be happy or not ...
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Web Projections Learning from Contextual Subgraphs of the Web PowerPoint PPT Presentation
Web Projections Learning from Contextual Subgraphs of the Web - Information retrieval traditionally considered documents as independent ... Q: strawberry shortcake. Q: strawberry shortcake pictures. Type of transition: task ...
Information retrieval traditionally considered documents as independent ... Q: strawberry shortcake. Q: strawberry shortcake pictures. Type of transition: task ...
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Subgraphs Crossing number incidences PowerPoint PPT Presentation
Subgraphs Crossing number incidences - (Kovari) Theorem: Let Gm,n be a bipartite graph. Assume Gm,n does not contain Kr,s as a subgraph. ... Proof: by the Lemma, there is a bipartite graph satisfying: ...
(Kovari) Theorem: Let Gm,n be a bipartite graph. Assume Gm,n does not contain Kr,s as a subgraph. ... Proof: by the Lemma, there is a bipartite graph satisfying: ...
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Learning Semantic Subgraphs for Document Summarization PowerPoint PPT Presentation
Learning Semantic Subgraphs for Document Summarization - North and South Korea. North Korea - the 'Hermit Kingdom' Ideology called 'Juche' ... Then to South Korea, although that's limited. 50% of attempts fail ...
North and South Korea. North Korea - the 'Hermit Kingdom' Ideology called 'Juche' ... Then to South Korea, although that's limited. 50% of attempts fail ...
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Learning Semantic Subgraphs for Document Summarization PowerPoint PPT Presentation
Learning Semantic Subgraphs for Document Summarization - Learn a machine learning model for selecting sentences ... in help from Arab nations and other U.S. allies for Operation Desert Shield. ...
Learn a machine learning model for selecting sentences ... in help from Arab nations and other U.S. allies for Operation Desert Shield. ...
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Graph-Based Anomaly Detection PowerPoint PPT Presentation
Graph-Based Anomaly Detection - Anomaly detection is an area that has received much attention in ... subdue. robotics. parallel. hyperlink. work. word. word. planning. Graph To Subgraphs ...
Anomaly detection is an area that has received much attention in ... subdue. robotics. parallel. hyperlink. work. word. word. planning. Graph To Subgraphs ...
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Small Group Evolution PowerPoint PPT Presentation
Small Group Evolution - Rajesh Kasturirangan, Kobi Gal. AFOSR MURI Review 17 Dec 07. The Problem ... Proposed Solution: Three subgraphs that capture key properties of group formation ...
Rajesh Kasturirangan, Kobi Gal. AFOSR MURI Review 17 Dec 07. The Problem ... Proposed Solution: Three subgraphs that capture key properties of group formation ...
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Distributed Algorithms for Secure Multipath Routing PowerPoint PPT Presentation
Distributed Algorithms for Secure Multipath Routing - Recursively solve minimax problems on subgraphs. Limitations: Centralized solution ... Map minimax problem to max-flow problem. Preflow-push algorithm [Goldberg ...
Recursively solve minimax problems on subgraphs. Limitations: Centralized solution ... Map minimax problem to max-flow problem. Preflow-push algorithm [Goldberg ...
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A Clustering Algorithm based on Graph Connectivity PowerPoint PPT Presentation
A Clustering Algorithm based on Graph Connectivity - Edge Connectivity: ... connected if its edge-connectivity k(G) n/2. ... Clusters are defined as subgraphs with connectivity above half the number of vertices ...
Edge Connectivity: ... connected if its edge-connectivity k(G) n/2. ... Clusters are defined as subgraphs with connectivity above half the number of vertices ...
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Distributed Algorithms for Secure Multipath Routing PowerPoint PPT Presentation
Distributed Algorithms for Secure Multipath Routing - Distributed Algorithms for Secure Multipath Routing. Patrick P. C. ... Georgiadis et al.'s solution [ToN '02]: Recursively solve minimax problems on subgraphs ...
Distributed Algorithms for Secure Multipath Routing. Patrick P. C. ... Georgiadis et al.'s solution [ToN '02]: Recursively solve minimax problems on subgraphs ...
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Backtracking Procedures for Hypertree, HyperSpread and Connected Hypertree Decomposition of CSPs PowerPoint PPT Presentation
Backtracking Procedures for Hypertree, HyperSpread and Connected Hypertree Decomposition of CSPs - Backtracking Procedures for Hypertree, ... Isomorphic subgraphs. a. b. c. d. e. f. g. h. i. j. a. b. d. f. g. h. i. a. b. d. g. h. i. j. Choice 2. Choice 1 ...
Backtracking Procedures for Hypertree, ... Isomorphic subgraphs. a. b. c. d. e. f. g. h. i. j. a. b. d. f. g. h. i. a. b. d. g. h. i. j. Choice 2. Choice 1 ...
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Trajectory Sampling for Direct Traffic Observation PowerPoint PPT Presentation
Trajectory Sampling for Direct Traffic Observation - Set of packets with 'same' src and dest IP addresses. Packets that are 'close' together in time (a few seconds) ... Rule for acyclic subgraphs unicast packets: ...
Set of packets with 'same' src and dest IP addresses. Packets that are 'close' together in time (a few seconds) ... Rule for acyclic subgraphs unicast packets: ...
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Association Analysis (7) (Mining Graphs) PowerPoint PPT Presentation
Association Analysis (7) (Mining Graphs) - Extend association rule mining to finding frequent subgraphs ... A graph G1 is isomorphic to another graph G2, if G1 is topologically equivalent to G2 ...
Extend association rule mining to finding frequent subgraphs ... A graph G1 is isomorphic to another graph G2, if G1 is topologically equivalent to G2 ...
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Graph Classification PowerPoint PPT Presentation
Graph Classification - Graph Classification SEG 5010 Week 3 A Summary of Graph Features Fingerprint Maccs keys Tree and cyclic patterns Frequent subgraphs Graph fragments A Boosting ...
Graph Classification SEG 5010 Week 3 A Summary of Graph Features Fingerprint Maccs keys Tree and cyclic patterns Frequent subgraphs Graph fragments A Boosting ...
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Workflow Management and Virtual Data PowerPoint PPT Presentation
Workflow Management and Virtual Data - Two editors cannot edit two subgraphs at the same time if these subgraphs have ... time. Levels of. abstraction. Application -level. knowledge. Logical. tasks ...
Two editors cannot edit two subgraphs at the same time if these subgraphs have ... time. Levels of. abstraction. Application -level. knowledge. Logical. tasks ...
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Efficient Unsupervised Discovery of Word Categories Using Symmetric Patterns and High Frequency Words PowerPoint PPT Presentation
Efficient Unsupervised Discovery of Word Categories Using Symmetric Patterns and High Frequency Words - ... Ari Rappoport. The Hebrew University. ACL 2006. Introduction ... Strong n-cliques. subgraphs containing n nodes that are all bidirectionally interconnected ...
... Ari Rappoport. The Hebrew University. ACL 2006. Introduction ... Strong n-cliques. subgraphs containing n nodes that are all bidirectionally interconnected ...
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Commutativity Analysis: A New Analysis Framework for Parallelizing Compilers PowerPoint PPT Presentation
Commutativity Analysis: A New Analysis Framework for Parallelizing Compilers - ... Example: Entire graph::traverse Computation. Compiler Computes Extent ... left and right traverse Must Be Independent. left and right Subgraphs Must Be Disjoint ...
... Example: Entire graph::traverse Computation. Compiler Computes Extent ... left and right traverse Must Be Independent. left and right Subgraphs Must Be Disjoint ...
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Design principle of biological networksnetwork motif PowerPoint PPT Presentation
Design principle of biological networksnetwork motif - Motifs are those subgraphs that occur significantly more often in the real ... Homo Sapiens. Mus musculus. Drosophila melanogaster. C. elegans. Arabidopsis thaliana ...
Motifs are those subgraphs that occur significantly more often in the real ... Homo Sapiens. Mus musculus. Drosophila melanogaster. C. elegans. Arabidopsis thaliana ...
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Graph mining techniques applied to blogs PowerPoint PPT Presentation
Graph mining techniques applied to blogs - Dlisted. MichelleMalkin. Blog network. 7. Blogosphere network. Representing blogs as graphs ... Dlisted. MichelleMalkin. 8. Extracting subgraphs: Cascades ...
Dlisted. MichelleMalkin. Blog network. 7. Blogosphere network. Representing blogs as graphs ... Dlisted. MichelleMalkin. 8. Extracting subgraphs: Cascades ...
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External Memory Multi-Way Planar Graph Separation PowerPoint PPT Presentation
External Memory Multi-Way Planar Graph Separation - This yields an O(log(V/R) sort(V)) I/Os algorithm. ... Bounded height subgraphs can be separated 'immediately', using a total of O(sort(N)) I/Os. ...
This yields an O(log(V/R) sort(V)) I/Os algorithm. ... Bounded height subgraphs can be separated 'immediately', using a total of O(sort(N)) I/Os. ...
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Taehyun Hwang and Yungil Kim PowerPoint PPT Presentation
Taehyun Hwang and Yungil Kim - Log-likelihood additive score complete bipartite sub-graphs ... A weighted bipartite graph G. Finding heavy subgraphs (statistically significant modules) ...
Log-likelihood additive score complete bipartite sub-graphs ... A weighted bipartite graph G. Finding heavy subgraphs (statistically significant modules) ...
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Random Graphs 2 PowerPoint PPT Presentation
Random Graphs 2 - Evolutionary reasoning allows us to reason more intuitively ... large component swallows entire graph, and it becomes dense. Appearance of arbitrary subgraphs ...
Evolutionary reasoning allows us to reason more intuitively ... large component swallows entire graph, and it becomes dense. Appearance of arbitrary subgraphs ...
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A phylogenetic application of the combinatorial graph Laplacian PowerPoint PPT Presentation
A phylogenetic application of the combinatorial graph Laplacian - All cuts yield connected subgraphs No help from Fiedler. Recap thus far ... Notion of 'Fiedler cut' extends concept to 'Fiedler split' ...
All cuts yield connected subgraphs No help from Fiedler. Recap thus far ... Notion of 'Fiedler cut' extends concept to 'Fiedler split' ...
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Definition 6'1'7 PowerPoint PPT Presentation
Definition 6'1'7 - ... a 3-regular graph with edge-connectivity 2, then G has subgraphs G1, ... 2. We assume that the four endpoints in our minimum edge cut xu, yv are distinct. ...
... a 3-regular graph with edge-connectivity 2, then G has subgraphs G1, ... 2. We assume that the four endpoints in our minimum edge cut xu, yv are distinct. ...
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Mining Graphs PowerPoint PPT Presentation
Mining Graphs - Uncertainty ... Mining Graphs
Uncertainty ... Mining Graphs
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Application-Specific Processing on a General Purpose Core via Transparent Instruction Set Customization PowerPoint PPT Presentation
Application-Specific Processing on a General Purpose Core via Transparent Instruction Set Customization - Title: Hello Author: Kevin Fan Last modified by: some guy Created Date: 3/21/2003 5:39:52 AM Document presentation format: On-screen Show Other titles
Title: Hello Author: Kevin Fan Last modified by: some guy Created Date: 3/21/2003 5:39:52 AM Document presentation format: On-screen Show Other titles
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Mining, Indexing and Searching Graphs in Biological Databases PowerPoint PPT Presentation
Mining, Indexing and Searching Graphs in Biological Databases - Title: No Slide Title Author: Jiawei Han Last modified by: dlewis Created Date: 6/19/1998 4:38:52 AM Document presentation format: On-screen Show Company
Title: No Slide Title Author: Jiawei Han Last modified by: dlewis Created Date: 6/19/1998 4:38:52 AM Document presentation format: On-screen Show Company
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Frequent Subgraph Discovery PowerPoint PPT Presentation
Frequent Subgraph Discovery - FSG algo. Canonical Labeling. Conclusion. Introduction. n Most of existing data mining algorithms assume that the data is. represented via ...
FSG algo. Canonical Labeling. Conclusion. Introduction. n Most of existing data mining algorithms assume that the data is. represented via ...
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HCS Clustering Algorithm PowerPoint PPT Presentation
HCS Clustering Algorithm - HCS Clustering Algorithm A Clustering Algorithm Based on Graph Connectivity Presentation Outline The Problem HCS Algorithm Overview Main Players General Algorithm ...
HCS Clustering Algorithm A Clustering Algorithm Based on Graph Connectivity Presentation Outline The Problem HCS Algorithm Overview Main Players General Algorithm ...
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HCS Clustering Algorithm PowerPoint PPT Presentation
HCS Clustering Algorithm - ... Algorithm (by example) HCS: Algorithm (by example) HCS: Algorithm HCS( G ) { MINCUT( G ) = { H1, , Ht } for each Hi, i = [ 1, t ] { if k( Hi ) n ...
... Algorithm (by example) HCS: Algorithm (by example) HCS: Algorithm HCS( G ) { MINCUT( G ) = { H1, , Ht } for each Hi, i = [ 1, t ] { if k( Hi ) n ...
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Introduction to Graph Mining PowerPoint PPT Presentation
Introduction to Graph Mining - Introduction to Graph Mining Sangameshwar Patil Systems Research Lab TRDDC, TCS, Pune Outline Motivation Graphs as a modeling tool Graph mining Graph Theory: basic ...
Introduction to Graph Mining Sangameshwar Patil Systems Research Lab TRDDC, TCS, Pune Outline Motivation Graphs as a modeling tool Graph mining Graph Theory: basic ...
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Identifying%20Bug%20Signatures%20Using%20Discriminative%20Graph%20Mining PowerPoint PPT Presentation
Identifying%20Bug%20Signatures%20Using%20Discriminative%20Graph%20Mining - ISSTA 09 Identifying Bug Signatures Using Discriminative Graph Mining Hong Cheng1, David Lo2, Yang Zhou1, Xiaoyin Wang3, and Xifeng Yan4 1Chinese University of Hong ...
ISSTA 09 Identifying Bug Signatures Using Discriminative Graph Mining Hong Cheng1, David Lo2, Yang Zhou1, Xiaoyin Wang3, and Xifeng Yan4 1Chinese University of Hong ...
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ApplicationSpecific Processing on a General Purpose Core via Transparent Instruction Set Customizati PowerPoint PPT Presentation
ApplicationSpecific Processing on a General Purpose Core via Transparent Instruction Set Customizati - Electrical Engineering and Computer Science ... Electrical Engineering and Computer Science. ADD r4, r1, #1. LSR r2, r2, #4. XOR r5, r4, r2 ...
Electrical Engineering and Computer Science ... Electrical Engineering and Computer Science. ADD r4, r1, #1. LSR r2, r2, #4. XOR r5, r4, r2 ...
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Congestion Control for Multicast Flows with Network Coding PowerPoint PPT Presentation
Congestion Control for Multicast Flows with Network Coding - Flow control at end-systems for network coding based multicast flows with elastic ... Strong duality holds. Decentralized solution using Lagrange dual methods ...
Flow control at end-systems for network coding based multicast flows with elastic ... Strong duality holds. Decentralized solution using Lagrange dual methods ...
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Complex%20networks%20in%20nature PowerPoint PPT Presentation
Complex%20networks%20in%20nature - ... epidemic model Rate of becoming infected by an infected neighbor: ... Traditional method: ... the protein interaction network of yeast ...
... epidemic model Rate of becoming infected by an infected neighbor: ... Traditional method: ... the protein interaction network of yeast ...
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Graph Partitions PowerPoint PPT Presentation
Graph Partitions - A homomorphism f of G to C5 corresponds to a partition of V(G) ... PowerPoint Presentation - From Graph Colouring To Constraint Satisfaction: Author:
A homomorphism f of G to C5 corresponds to a partition of V(G) ... PowerPoint Presentation - From Graph Colouring To Constraint Satisfaction: Author:
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Network Partition PowerPoint PPT Presentation
Network Partition - Title: Mining Networks (III) Author: Jiong Yang Last modified by: azhang Created Date: 11/17/2005 10:07:07 PM Document presentation format: On-screen Show
Title: Mining Networks (III) Author: Jiong Yang Last modified by: azhang Created Date: 11/17/2005 10:07:07 PM Document presentation format: On-screen Show
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Network Partition PowerPoint PPT Presentation
Network Partition - Network Partition Network Partition Finding modules of the network. Graph Clustering Partition graphs according to the connectivity. Nodes within a cluster is highly ...
Network Partition Network Partition Finding modules of the network. Graph Clustering Partition graphs according to the connectivity. Nodes within a cluster is highly ...
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Integration of Classification and Pattern Mining: A Discriminative and Frequent Pattern-Based Approach PowerPoint PPT Presentation
Integration of Classification and Pattern Mining: A Discriminative and Frequent Pattern-Based Approach - Integration of Classification and Pattern Mining: A Discriminative and Frequent Pattern-Based Approach Hong Cheng Jiawei Han
Integration of Classification and Pattern Mining: A Discriminative and Frequent Pattern-Based Approach Hong Cheng Jiawei Han
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Interactive Context Driven Visualization Tools for Augmented Reality PowerPoint PPT Presentation
Interactive Context Driven Visualization Tools for Augmented Reality - Introduced by Bier et al. in 1993. Reveal hidden information. Enhance data of interest ... Bier et al. 1993. Ropinski et al. 2004. erick m ndez [ mendez@icg. ...
Introduced by Bier et al. in 1993. Reveal hidden information. Enhance data of interest ... Bier et al. 1993. Ropinski et al. 2004. erick m ndez [ mendez@icg. ...
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Shape Analysis by Graph Decomposition PowerPoint PPT Presentation
Shape Analysis by Graph Decomposition - Polynomial time efficient transformers. Sufficiently precise ... Most precise transformers by partial concretization. Avoids exponential space blow-up ...
Polynomial time efficient transformers. Sufficiently precise ... Most precise transformers by partial concretization. Avoids exponential space blow-up ...
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Introduction to Graph Theory PowerPoint PPT Presentation
Introduction to Graph Theory - Introduction to Graph Theory Day 3: Elementary Concepts of Graph Theory
Introduction to Graph Theory Day 3: Elementary Concepts of Graph Theory
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DISCOVERING LARGER NETWORK MOTIFS PowerPoint PPT Presentation
DISCOVERING LARGER NETWORK MOTIFS - Discovering Larger Network Motifs ... Represent the network as an adjacency matrix A (1, -1, 0) Scan A for all t x t sub-matrices ...
Discovering Larger Network Motifs ... Represent the network as an adjacency matrix A (1, -1, 0) Scan A for all t x t sub-matrices ...
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Research on Graph-Cut for Stereo Vision PowerPoint PPT Presentation
Research on Graph-Cut for Stereo Vision - Research on Graph-Cut for Stereo Vision Presenter: Nelson Chang Institute of Electronics, National Chiao Tung University
Research on Graph-Cut for Stereo Vision Presenter: Nelson Chang Institute of Electronics, National Chiao Tung University
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Mining static and time-evolving graphs PowerPoint PPT Presentation
Mining static and time-evolving graphs - LLNL, Feb. '07. C. Faloutsos. 1. School of Computer Science. Carnegie Mellon ... LLNL, Feb. '07. C. Faloutsos. 5. School of Computer Science. Carnegie Mellon ...
LLNL, Feb. '07. C. Faloutsos. 1. School of Computer Science. Carnegie Mellon ... LLNL, Feb. '07. C. Faloutsos. 5. School of Computer Science. Carnegie Mellon ...
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Network motifs: discovery and applications PowerPoint PPT Presentation
Network motifs: discovery and applications - Title: Slide 1 Author: Guy Last modified by: Guy Created Date: 3/30/2005 10:24:13 AM Document presentation format: Custom Company: Zinman Other titles
Title: Slide 1 Author: Guy Last modified by: Guy Created Date: 3/30/2005 10:24:13 AM Document presentation format: Custom Company: Zinman Other titles
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Advanced Association Rule Mining and Beyond PowerPoint PPT Presentation
Advanced Association Rule Mining and Beyond - For 1-sided test at 95% confidence level, critical Z-value for rejecting null ... {Homepage} {Electronics} {Digital Cameras} {Canon Digital Camera} {Shopping Cart} ...
For 1-sided test at 95% confidence level, critical Z-value for rejecting null ... {Homepage} {Electronics} {Digital Cameras} {Canon Digital Camera} {Shopping Cart} ...
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