PPT-Hierarchical Semi-supervised Classification

with Incomplete Class Hierarchies Bhavana Dalvi Aditya Mishra William W Cohen Semisupervised Entity Classification 2 Semisupervised Entity Classification Subset 3 Disjoint Semisupervised Entity Classification. William Cohen. 1. Review – . Graph Algorithms so far….. PageRank and how to scale it up. Personalized PageRank/Random Walk with Restart and. how to implement it. how to use it for extracting part of a graph. Rongcheng Lin. Computer Science Department. Contents. Motivation, Definition & Problem. Review of SVM. Hierarchical Classification. Path-based Approaches. Regularization-based Approaches. Motivation. John Blitzer. 自然语言计算组. http://research.microsoft.com/asia/group/nlc/. Why should I know about machine learning? . This is an NLP summer school. Why should I care about machine learning?. Introductions . Name. Department/Program. If research, what are you working on.. Your favorite fruit.. How do you estimate P(. y|x. ) . Types of Learning. Supervised Learning. Unsupervised Learning. Semi-supervised Learning. Yacine . Jernite. Text-as-Data series. September 17. 2015. What do we want from text?. Extract information. Link to other knowledge sources. Use knowledge (Wikipedia, . UpToDate,…). How do we answer those questions?. . Rob Fergus (New York University). Yair Weiss (Hebrew University). Antonio Torralba (MIT). . Presented by Gunnar Atli Sigurdsson. TexPoint fonts used in EMF. . Read the TexPoint manual before you delete this box.: AAAAAAAAAA. Omer Levy. . Ido. Dagan. Bar-. Ilan. University. Israel. Steffen Remus Chris . Biemann. Technische. . Universität. Darmstadt. Germany. Lexical Inference. Lexical Inference: Task Definition. Dena B. French, . EdD. , RDN, . LD. ISPP Program Director & Experiential Coordinator. ISPP Class of 2017. Objectives. What is an ISPP?. Fontbonne’s. ISPP. Campus . “Tour”. Program overview & curriculum . Walker Wieland. GEOG 342. Introduction. Isocluster. Unsupervised. Interactive Supervised . Raster Analysis. Conclusions. Outline. GIS work, watershed analysis. Characterize amounts of impervious cover (IC) at spatial extents . Learn . About You.. Luke K. McDowell. U.S. Naval Academy. http://www.usna.edu/Users/cs/lmcdowel. . Joint work with:. MIDN Josh King, USNA. David Aha, NRL. Bio. 1993-1997: Princeton University. B.S.E., Electrical Engineering. Dongyeop. Kang. 1. , Youngja Park. 2. , Suresh . Chari. 2. . 1. . . IT Convergence Laboratory, KAIST . Institute,Korea. 2. . IBM T.J. Watson Research . Center, NY, USA. Produces a set of . nested clusters . organized as a hierarchical tree. Can be visualized as a . dendrogram. A tree-like diagram that records the sequences of merges or splits. Strengths of Hierarchical Clustering. Unsu. pervised . approaches . for . word sense disambiguation. Under the guidance of. Slides by. Arindam. . Chatterjee. &. Salil. Joshi. Prof. . Pushpak . Bhattacharyya. May 01, 2010. roadmap. Bird’s Eye View.. Connecting Networks. Chapter 1. 1.0 Introduction. 1.1 . Hierarchical Network Design  Overview. 1.2 Cisco Enterprise Architecture. 1.3 Evolving Network Architectures. 1.4 Summary. Chapter 1: Objectives.