WorldCat Identities

Getoor, Lise

Overview
Works: 20 works in 50 publications in 1 language and 2,091 library holdings
Genres: Conference papers and proceedings 
Roles: Editor, Author
Publication Timeline
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Most widely held works by Lise Getoor
Introduction to statistical relational learning by Lise Getoor( )

15 editions published in 2007 in English and held by 1,651 WorldCat member libraries worldwide

In 'Introduction to Statistical Relational Learning', leading researchers in this emerging area of machine learning describe current formalisms, models, and algorithms that enable effective and robust reasoning about richly structured systems and data
Privacy in social networks by Elena M Zheleva( )

9 editions published in 2012 in English and held by 225 WorldCat member libraries worldwide

This Synthesis lecture provides a survey of work on privacy in online social networks (OSNs). This work encompasses concerns of users, service providers, and third parties. The goal of the authors was to approach such concerns from a computer-science perspective, and building upon existing work on privacy, security, statistical modeling and databases to provide an overview of the technical and algorithmic issues related to privacy in OSNs
KDD-2003 : proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 24-27, 2003, Washington, DC, USA by International Conference on Knowledge Discovery & Data Mining( Book )

2 editions published in 2003 in English and held by 83 WorldCat member libraries worldwide

"This conference brings together researchers and practitioners and focuses on new developments in Knowledge Discovery and Data Mining. The challenge of extracting knowledge from data is an area of common interest to researchers in several fields, including statistics, databases, pattern recognition, machine learning, data visualization, optimization and high-performance computing. On-line, interconnected systems offer unprecedented opportunities for discovery and learning from the wealth of accompanying data
Probabilistic, logical and relational learning - towards a synthesis Dagstuhl seminar 05051, January 30 - February 4, 2005 ; executive summary( )

2 editions published in 2006 in English and held by 32 WorldCat member libraries worldwide

Proceedings of the eighth Workshop on Mining and Learning with Graphs : July 24-25, Washington, DC, USA : MLG'10 by Ulf Brefeld( )

2 editions published in 2010 in English and held by 25 WorldCat member libraries worldwide

Proceedings of the First ACM SIGKDD International Workshop on Knowledge Discovery from Uncertain Data : Paris, France, June 28, 2009 ; in conjunction with KDD'09 by International Workshop on Knowledge Discovery from Uncertain Data( )

1 edition published in 2009 in English and held by 20 WorldCat member libraries worldwide

Probabilistic, logical and relational learning - a further synthesis 07161 abstracts collection ; Dagstuhl seminar( )

1 edition published in 2008 in English and held by 15 WorldCat member libraries worldwide

INDIVIDUAL AND COLLECTIVE GRAPH MINING : principles, algorithms, and applications by Danai Koutra( )

2 editions published in 2017 in English and held by 12 WorldCat member libraries worldwide

"Desired Properties for Similarity Measures"--"DeltaCon: ``'' Connectivity Change Detection" -- "Algorithm Description" -- "Faster Computation" -- "Desired Properties" -- "DeltaCon-Attr: Adding Node and Edge Attribution" -- "Algorithm Description" -- "Scalability Analysis" -- "Empirical Results" -- "Intuitiveness of DeltaCon" -- "Intuitiveness of DeltaCon-Attr" -- "Scalability" -- "Robustness" -- "Applications" -- "Enron" -- "Brain Connectivity Graph Clustering" -- "Recovery of Connectome Correspondences" -- "Related Work" -- "Graph Alignment" -- "Problem Formulation" -- "BiG-Align: Bipartite Graph Alignment" -- "Mathematical Formulation" -- "Problem-specific Optimizations" -- "Algorithm Description" -- "Uni-Align: Extension to Unipartite Graph Alignment" -- "Empirical Results" -- "Accuracy and Runtime of BiG-Align" -- "Accuracy and Runtime of Uni-Align" -- "Discussion" -- "Related Work" -- "Conclusions and Further Research Problems" -- "Bibliography" -- "Authors' Biographies
Proceedings of the Twenty-eighth International Conference on Machine Learning by International Conference on Machine Learning( Book )

3 editions published in 2011 in English and held by 11 WorldCat member libraries worldwide

Learning statistical models from relational data : papers from the AAAI Workshop by AAAI Workshop( Book )

2 editions published in 2000 in English and held by 5 WorldCat member libraries worldwide

Probabilistic relational learning( Book )

2 editions published between 2008 and 2009 in English and held by 2 WorldCat member libraries worldwide

The instance description language : how it can be derived and the use of its derivation by Lise Getoor( Book )

1 edition published in 1989 in English and held by 2 WorldCat member libraries worldwide

Weakly supervised models of aspect-sentiment for online course discussion forums( )

1 edition published in 2015 in English and held by 1 WorldCat member library worldwide

Statistical Relational Learning as an Enabling Technology for Data Acquisition and Data Fusion in Heterogeneous Sensor Networks( Book )

1 edition published in 2008 in English and held by 1 WorldCat member library worldwide

Our work has focused on developing new cost sensitive feature acquisition and classification algorithms, mapping these algorithms onto camera networks, and creating a test bed of video data and implemented vision algorithms that we can use to implement these. First, we will describe a new algorithm that we have developed for feature acquisition in Hidden Markov Models (HMMs). This is particularly useful for inference tasks involving video from a single camera, in which the relationship between frames of video can be modeled as a Markov chain. We describe this algorithm in the context of using background subtraction results to identify portions of video that contain a moving object. Next, we will describe new algorithms that apply to general graphical models. These can be tested using existing test sets that are drawn from a range of domains in addition to sensor networks
A probabilistic approach for collective similarity-based drug–drug interaction prediction( )

1 edition published in 2016 in English and held by 1 WorldCat member library worldwide

Abstract Motivation: As concurrent use of multiple medications becomes ubiquitous among patients, it is crucial to characterize both adverse and synergistic interactions between drugs. Statistical methods for prediction of putative drug–drug interactions (DDIs) can guide in vitro testing and cut down significant cost and effort. With the abundance of experimental data characterizing drugs and their associated targets, such methods must effectively fuse multiple sources of information and perform inference over the network of drugs. Results: We propose a probabilistic approach for jointly inferring unknown DDIs from a network of multiple drug-based similarities and known interactions. We use the highly scalable and easily extensible probabilistic programming framework Probabilistic Soft Logic. We compare against two methods including a state-of-the-art DDI prediction system across three experiments and show best performing improvements of more than 50% in AUPR over both baselines. We find five novel interactions validated by external sources among the top-ranked predictions of our model. Availability and implementation: Final versions of all datasets and implementations will be made publicly available. Contact: dsridhar@ucsc.edu
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining by Ted Senator( Book )

1 edition published in 2003 in English and held by 1 WorldCat member library worldwide

MLG 2010 July 24-25, 2010, Washington, D.C., USA by ACM Workshop on Mining and Learning with Graphs( Book )

1 edition published in 2010 in English and held by 1 WorldCat member library worldwide

Provenance Data in Social Media by Geoffrey Barbier( )

1 edition published in 2011 in English and held by 1 WorldCat member library worldwide

Towards a general platform for effectively analyzing social media by Rui Li( )

1 edition published in 2014 in English and held by 1 WorldCat member library worldwide

Joint models of disagreement and stance in online debate( )

1 edition published in 2015 in English and held by 1 WorldCat member library worldwide

 
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Introduction to statistical relational learning
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English (50)