PRICAI 2012: Trends in Artificial Intelligence: 12th Pacific by Hiroaki Kitano (auth.), Patricia Anthony, Mitsuru Ishizuka,

By Hiroaki Kitano (auth.), Patricia Anthony, Mitsuru Ishizuka, Dickson Lukose (eds.)

This quantity constitutes the refereed lawsuits of the twelfth Pacific Rim convention on man made Intelligence, PRICAI 2012, held in Kuching, Malaysia, in September 2012. The 60 revised complete papers awarded including 2 invited papers, 22 brief papers, and eleven poster papers during this quantity have been conscientiously reviewed and chosen from 240 submissions. the subjects approximately comprise AI foundations, functions of AI, cognition and clever interactions, computer-aided schooling, constraint and seek, creativity aid, determination idea, evolutionary computation, online game enjoying, details retrieval and extraction, wisdom mining and acquisition, wisdom illustration and common sense, associated open information and semantic net, desktop studying and knowledge mining, multimedia and AI, typical language processing, robotics, social intelligence, imaginative and prescient and conception, internet and textual content mining, internet and knowledge-based system.

Show description

Read or Download PRICAI 2012: Trends in Artificial Intelligence: 12th Pacific Rim International Conference on Artificial Intelligence, Kuching, Malaysia, September 3-7, 2012. Proceedings PDF

Best international books

Geographic Information Science: 7th International Conference, GIScience 2012, Columbus, OH, USA, September 18-21, 2012. Proceedings

This e-book constitutes the refereed court cases of the seventh foreign convention on Geographic info technology, GIScience 2012, held in Columbus, OH, united states in September 2012. The 26 complete papers awarded have been conscientiously reviewed and chosen from fifty seven submissions. whereas the conventional examine subject matters are good mirrored within the papers, rising issues that contain new learn hot-spots equivalent to cyber infrastructure, gigantic info, web-based computing additionally occupy a good portion of the amount.

Stochastic Algorithms: Foundations and Applications: 5th International Symposium, SAGA 2009, Sapporo, Japan, October 26-28, 2009. Proceedings

This e-book constitutes the refereed complaints of the fifth overseas Symposium on Stochastic Algorithms, Foundations and functions, SAGA 2009, held in Sapporo, Japan, in October 2009. The 15 revised complete papers awarded including 2 invited papers have been rigorously reviewed and chosen from 22 submissions.

Information Infrastructure Systems for Manufacturing: Proceedings of the IFIP TC5/WG5.3/WG5.7 international conference on the Design of Information Infrastructure Systems for Manufacturing, DIISM ’96 Eindhoven, the Netherlands, 15–18 September 1996

At the verge of the worldwide info society, corporations are competing for markets which are turning into international and pushed by means of patron call for, and the place transforming into specialisation is pushing them to target center talents and search for partnerships to supply services and products. concurrently the general public calls for environmentally sustainable industries and urges brands to brain the full existence span in their items and construction assets.

The Rules of the Game in the Global Economy: Policy Regimes for International Business

This examine has been lengthy within the making, and the realm has replaced dramatically whereas we've been at paintings. We at the start expected a considerable part at the Soviet-dominated Council for Mutual fiscal information (CMEA or "COMECON"), which provided a fascinating distinction to the type of foreign company regime in general came across between market-oriented nations and industries.

Extra resources for PRICAI 2012: Trends in Artificial Intelligence: 12th Pacific Rim International Conference on Artificial Intelligence, Kuching, Malaysia, September 3-7, 2012. Proceedings

Sample text

1 Support Vector Machines The basic principle of Support Vector Machines can be expressed as follows. We are given a data set of l training examples xi ∈ Rd , 1 ≤ i ≤ l with labels yi ∈ {−1, +1}, and want to solve the following quadratic problem: l l 1 yi yj αi αj K(xi , xj ) − αi 2 i,j=1 i=1 min L(α) = (1) l yi αi = 0, 0 ≤ αi ≤ C, 1 ≤ i ≤ l subject to i=1 where K(xi , xj ) is a kernel function calculating the dot product between two vectors xi and xj in a feature space. C is a parameter penalizing each “noisy” example in the given training data.

The main reason for that phenomenon is that the common data contains much fewer support vectors than the private data. Since the complexity of SVM training algorithms depends on the number of support vectors, it is not unusual for training data sets of the same size to have different training times. Hierarchical Training of Multiple SVMs for Personalized Web Filtering 35 Table 2. 16% Fig. 5. Detailed Training Time of Web Content Filter The large discrepancy in training time ratio for different training sets seems to be caused by the interference of the memory swapping process.

In: Proceedings of the 24th International Workshop on Description Logics. Description Logics, vol. 745 (2011) 7. : Fast Classification in Protege: Snorocket as an OWL 2 EL Reasoner. In: Proceedings of the Australasian Ontology Workshop 2010: Advances in Ontologies, vol. 122, pp. 45–50 (2010) 8. : Hybrid Learning of Ontology Classes. In: Perner, P. ) MLDM 2007. LNCS (LNAI), vol. 4571, pp. 883–898. Springer, Heidelberg (2007) 9. : Ideal Downward Refinement in the E L Description Logic. In: De Raedt, L.

Download PDF sample

Rated 4.12 of 5 – based on 6 votes