Advances in Artificial Intelligence: 23rd Canadian by Atefeh Farzindar, Vlado Keselj

By Atefeh Farzindar, Vlado Keselj

This e-book constitutes the refereed lawsuits of the twenty third convention on synthetic Intelligence, Canadian AI 2010, held in Ottawa, Canada, in May/June 2010. The 22 revised complete papers provided including 26 revised brief papers, 12 papers from the graduate scholar symposium and the abstracts of three keynote displays have been rigorously reviewed and chosen from ninety submissions. The papers are geared up in topical sections on textual content class; textual content summarization and IR; reasoning and e-commerce; probabilistic desktop studying; neural networks and swarm optimization; computing device studying and knowledge mining; average language processing; textual content analytics; reasoning and making plans; e-commerce; semantic internet; laptop studying; and knowledge mining.

Show description

Read Online or Download Advances in Artificial Intelligence: 23rd Canadian Conference on Artificial Intelligence, Canadian AI 2010, Ottawa, Canada, May 31 - June 2, 2010, PDF

Similar data mining books

Geographic Information Systems and Health Applications

Using Geographic details platforms (GIS) within the wellbeing and fitness area is an concept whose time has come. the present functions of GIS in health and wellbeing are various and huge. the current GIS atmosphere is seriously pushed by way of expertise and such an method is certainly logical for the main half. although, the wishes of less-developed nations in using the strategies and applied sciences of mapping shouldn't be missed within the carrying on with evolution of GIS.

PRICAI 2014: Trends in Artificial Intelligence: 13th Pacific Rim International Conference on Artificial Intelligence, Gold Coast, QLD, Australia, December 1-5, 2014. Proceedings

This e-book constitutes the refereed complaints of the thirteenth Pacific Rim convention on synthetic Intelligence, PRICAI 2014, held in Gold Coast, Queensland, Australia, in December 2014. The seventy four complete papers and 20 brief papers provided during this quantity have been conscientiously reviewed and chosen from 203 submissions.

Thinking Ahead: Essays on Big Data, Digital Revolution, and Participatory Market Society

The quickly progressing electronic revolution is now touching the principles of the governance of societal buildings. people are at the verge of evolving from shoppers to prosumers, and previous, entrenched theories – specifically sociological and financial ones – are falling prey to those quick advancements.

Architecting HBase Applications: A Guidebook for Successful Development and Design

Plenty of HBase books, on-line HBase publications, and HBase mailing lists/forums can be found if you want to understand how HBase works. but when you need to take a deep dive into use instances, beneficial properties, and troubleshooting, Architecting HBase functions is definitely the right resource for you. With this e-book, you are going to study a managed set of APIs that coincide with use-case examples and simply deployed use-case versions, in addition to sizing / top practices to assist bounce begin your business software improvement and deployment.

Extra resources for Advances in Artificial Intelligence: 23rd Canadian Conference on Artificial Intelligence, Canadian AI 2010, Ottawa, Canada, May 31 - June 2, 2010,

Sample text

Inkpen, and S. Szpakowicz 13. : Using Sentiment Orientation Features for Mood Classification in Blog Corpus. In: IEEE International Conf. on Natural Language Processing and Knowledge Engineering, Dalian, China, September 24-27 (2009) 14. : Hierarchically Classifying Documents Using Very Few Words. In: Proc. International Conference on Machine Learning, pp. 170–178 (1997) 15. : Learning and Evaluation in the Presence of Class Hierarchies: Application to Text Categorization. LNCS, pp. 395–406. Springer, Heidelberg (2006) 16.

C P r(xi |C ) P r(C) λN P − λBP (22) A new pair of threshold values α and β can be defined as: λP N − λBN P r(C c ) + log , P r(C) λBP − λP P λBN − λN N P r(C c ) β = log + log , P r(C) λN P − λBP α = log (23) where P r(C)/P r(C c ) can be easily estimated from the frequencies of the training data by putting: P r(C) = |C| |C c | and P r(C c ) = . |U | |U | (24) We can then get the (α , β )-probabilistic positive, negative and boundary regions written as: n POS(α ,β ) (C) = {x ∈ U | log i=1 P r(xi |C) ≥ α }, P r(xi |C c ) n BND(α ,β ) (C) = {x ∈ U | β < n NEG(α ,β ) (C) = {x ∈ U | log i=1 log i=1 P r(xi |C) < α }, P r(xi |C c ) P r(xi |C) ≤ β }.

Do statistical inferences allowing three alternative decision give better feedback for environmentally precautionary decision-making. Journal of Environmental Management 85, 338–344 (2007) 8. : Rough set based decision model in information retrieval and filtering. In: Third World Multiconference on Systemics, Cybernetics and Informatics (SCI 1999) and Fifth International Conference on Information Systems Analysis and Synthesis (ISAS 1999), vol. 5, pp. 398–403 (1999) 9. : Classifying news stories using memory based reasoning.

Download PDF sample

Rated 4.34 of 5 – based on 36 votes