By Dekang Lin (auth.), Atefeh Farzindar, Vlado Kešelj (eds.)

ISBN-10: 3642130593

ISBN-13: 9783642130595

This ebook constitutes the refereed court cases of the twenty third convention on man made Intelligence, Canadian AI 2010, held in Ottawa, Canada, in May/June 2010. The 22 revised complete papers awarded including 26 revised brief papers, 12 papers from the graduate pupil symposium and the abstracts of three keynote displays have been rigorously reviewed and chosen from ninety submissions. The papers are prepared in topical sections on textual content type; textual content summarization and IR; reasoning and e-commerce; probabilistic desktop studying; neural networks and swarm optimization; laptop studying and knowledge mining; common language processing; textual content analytics; reasoning and making plans; e-commerce; semantic net; laptop studying; and information 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. Proceedings PDF

Best canadian books

Get The Fault Lines of Empire: Political Differentiation in PDF

The Fault traces of Empire  is an engaging comparative learn of 2 groups within the early smooth British Empire--one in Massachusetts, the opposite in Nova Scotia. Elizabeth Mancke makes a speciality of those destinations to ascertain how British makes an attempt at reforming their empire impacted the improvement of divergent political customs within the usa and Canada.

Download e-book for iPad: Red Serge and Polar Bear Pants: The Biography of Harry by William Barr

This can be the biography of a superb Canadian who as a member of the RCMP, performed an important function in announcing Canada’s sovereignty within the Arctic. Having emigrated to Canada from England in 1913 Harry Stallworthy joined the strength in 1914 and until eventually 1921 served at a number of detachments within the Yukon, aside from the interval 1918-19 while he participated within the RNWMP’s Cavalry Detachment as a part of the Canadian Expeditionary strength in the course of the ultimate bloody months of worldwide battle I in Flanders.

Canada's Fighting Pilots - download pdf or read online

First released within the Sixties and lengthy out of print, Edmund Cosgrove recounts the lives of Canada's awesome pilots and their exploits within the global wars. From the bright individualists who flew within the First international struggle to the harsh and committed bomber crews of the second one, this is often the tale of Canadian airmen and their awesome contribution to the warfare attempt.

Download e-book for kindle: Canadian Marxists and the Search for a Third Way by J. Peter Campbell

Targeting 4 participants, Canadian Marxists and the hunt for a 3rd manner describes the lives and concepts of Ernest Winch, invoice Pritchard, Bob Russell, and Arthur mold and examines their efforts to place their rules into perform. Campbell starts by way of taking a look at their childhoods in nice Britain, rather their spiritual upbringing.

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

Sample text

We also find that when λ changed to a bigger value, the performances of both approaches are increased, but the threeway decision approach performs out the naive Baysian spam filter in all three settings. 6 Conclusion In this paper, we present a three-way decision approach to email spam filtering. In addition to the most commonly used binary classification for spam filtering, a third action is added to allow users make further examinations for undecided cases. The main advantage of our approach is that it provides a more sensible feedback to users for handling their emails, thus reduces the misclassification rate.

H. Razavi et al. We used a total number of 1525 messages (1038 (68%) Okay and 487 (32%) Flame), from the two datasets together, from which 10% was used as a test set, and the rest was used as training set for our multi-level classifier. 4 Methodology After data preprocessing1, we run a three-level classification for flame detection. Considering the attributes of each level we tried most of the applicable machine learning algorithms implemented in Weka (the standard machine learning software developed at the University of Waikato) [11].

As we apply some patterns from IALD, as well as classifier models for flame detection, it is important to prevent training the classifiers based on some instances in which the assigned labels are opposed to some of IALD built-in weighted patterns and vice versa. Otherwise, the system will suffer from a considerable level of noise in the data. 7 Conclusion and Future Work We designed and implemented novel and very efficient flame detection software. It applies models from multi-level classifiers, boosted by an Insulting and Abusing Language Dictionary.

Download PDF sample

Advances in Artificial Intelligence: 23rd Canadian Conference on Artificial Intelligence, Canadian AI 2010, Ottawa, Canada, May 31 – June 2, 2010. Proceedings by Dekang Lin (auth.), Atefeh Farzindar, Vlado Kešelj (eds.)

by Anthony

Rated 4.55 of 5 – based on 12 votes