A Social Network framework to explore healthcare collaboration
A patient-centric approach to healthcare leads to an informal social network among medical professionals.
This chapter presents a research framework to:
View Paper 18-03-15
Leveraging Big Data Analytics to reduce healthcare costs
The healthcare sector deals with large volumes of electronic data related to patient services.
View Paper 18-03-15
Anomalies Detection in Healthcare Services
Srinivasan, U. “Anomalies Detection in Healthcare Services” Using several practical examples of cost and quality-of-care outliers, the author presents a framework to detect outliers and anomalies in healthcare services.
View Paper 18-03-15
Application of network analysis on healthcare
Fei Wang, Uma Srinivasan, Shahadat Uddin, and Sanjay Chawla. “Application of network analysis on healthcare”. In Advances in Social Networks Analysis and Mining (ASONAM), 2013 IEEE/ACM International Conference on IEEE, 2014.
View Paper 18-03-15
Tikhonov or lasso regularization: Which is better and when. In Tools with Artificial Intelligence
Fei Wang, Sanjay Chawla, and Wei Liu. “Tikhonov or lasso regularization: Which is better and when. In Tools with Artificial Intelligence” (ICTAI), 2013 IEEE 25th International Conference on, pages 795–802. IEEE, 2013.
View paper 18-03-15
Data Science and the Policy Completion Problem
Sanjay Chawla, Federico Girosi, Fei Wang “Data Science and the Policy Completion Problem” The link between policy analysis and data science is more delicate than it may appear.
Full Article 16-03-15
Joint Apposition Extraction with Syntactic and Semantic Constraints
A study by CMCRC researchers presents a fresh look at extracting apposition from large collections of news, web and broadcast text in order to turn unstructured news stories into “computable data”.
Summary
Full Article 31-10-13
Data mining researchers use innovative techniques to build robust classifier
Researcher discovers that a combination of adversarial learning and sparse modelling techniques improves the performance of an email/spam classifier.
Summary
News Release
Full Article 10-07-13
Computer science research produces new type of regression algorithm for stock picking
Study looks at combining text data and financial quantitative data to produce a model for predicting a stocks daily return.
Summary
News Release
Full Article 03-07-13
Pioneering visualization framework makes the picture clearer
Researchers produce a new framework, StreamEB, which could revolutionise the visual analysis of data and graph streams.
Summary
Full Article 27-06-13
Computer scientists push boundaries to create automated news software
The development of a sophisticated and workable Named Entity Linking (NEL) system will enable the creation of new software allowing users to find vast amounts of news information about a named entity at the touch of a button.
Summary
Full Article 22-05-13
Multi-Fund Data Analytics targets enhanced value-for-money in healthcare services
Governments as well as health and accident compensation insurers are grappling to improve health outcomes while keeping spiralling costs under control.
Summary
Full Article 10-03-13
Social network research in health could open the door for significant savings
The health industry consumes vast amounts of money and resources and is seen as a “black-hole” in many Government budgets. A ground breaking study using new science could save the industry millions and point the way for future research.
Summary
Full Article 05-03-11
Agent-Based Distributed Data Mining: A Survey
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10-05-09
Negative-GSP: An Efficient Method for Mining Negative Sequential Patterns
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10-05-09
Multi-Agent System for Customer Relationship Management with SVMs Tool
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10-05-09
A Game Theoretical Model for Adversarial Learning
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10-05-09
Robust Record Linkage Blocking using Suffix Arrays
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10-05-09
Decision Support for Fraud Investigation
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10-05-09
Unifying Global and Local Outlier Detection Using Commute Time Distance
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10-05-09
Mining Minimal Constrained Flow Cycles from Complex Transaction Data
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10-05-09
Recent Advances of Exception Mining in Stock Market
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10-05-09
Mining Exceptional Activity Patterns in Microstructure Data
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10-05-08
A Learning Process Using SVMs for Multi-Agents Decision Classification
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10-05-08