Advances in Machine Learning: First Asian Conference on by Thomas G. Dietterich (auth.), Zhi-Hua Zhou, Takashi Washio

By Thomas G. Dietterich (auth.), Zhi-Hua Zhou, Takashi Washio (eds.)

The First Asian convention on computing device studying (ACML 2009) used to be held at Nanjing, China in the course of November 2–4, 2009.This used to be the ?rst version of a sequence of annual meetings which goal to supply a number one overseas discussion board for researchers in computing device studying and similar ?elds to proportion their new rules and learn ?ndings. This 12 months we obtained 113 submissions from 18 international locations and areas in Asia, Australasia, Europe and North the US. The submissions went via a r- orous double-blind reviewing approach. so much submissions got 4 experiences, a couple of submissions bought ?ve studies, whereas in basic terms numerous submissions bought 3 studies. every one submission was once dealt with through a space Chair who coordinated discussions between reviewers and made advice at the submission. this system Committee Chairs tested the studies and meta-reviews to extra warrantly the reliability and integrity of the reviewing procedure. Twenty-nine - pers have been chosen after this technique. to make sure that vital revisions required by means of reviewers have been included into the ?nal approved papers, and to permit submissions which might have - tential after a cautious revision, this yr we introduced a “revision double-check” approach. in brief, the above-mentioned 29 papers have been conditionally authorized, and the authors have been asked to include the “important-and-must”re- sionssummarizedbyareachairsbasedonreviewers’comments.Therevised?nal model and the revision record of every conditionally accredited paper was once tested via the realm Chair and application Committee Chairs. Papers that did not move the exam have been ?nally rejected.

Show description

Read or Download Advances in Machine Learning: First Asian Conference on Machine Learning, ACML 2009, Nanjing, China, November 2-4, 2009. Proceedings PDF

Similar asian books

Spiral ('Ring' series, book 2)

Dr. Ando who has but to get over his son's dying at sea, conducts an post-mortem on an previous pal who has died less than strange conditions. The corpse, that of cynical philosophy professor Ryuji Takayama, has whatever to inform him. And Ryuji is not the just one who chooses to make a reappearance during this tale.

Heart's Agony: Selected Poems of Chiha Kim (Human Rights Series)

Within the again alley at daybreak¶I write you identify, O democracy-Chiha Kim

Indonesian Postcolonial Theatre: Spectral Genealogies and Absent Faces (Studies in International Performance)

Drawing examples from as early as a 1619 construction of Hamlet and as contemporary as 2007 performances by way of Indonesia’s most famed presidential impersonator, this e-book considers how theatre services as a uniquely potent medium for representing the contradictions of Indonesian identification within the city colonial/postcolonial metropole.

Religion and Security in South and Central Asia

Faith and safety play a massive function in conventional societies. In South and critical Asia, conventional and reasonable Islamic ideals and practices with powerful indigenous and Sufi content material are diametrically against radical Wahabi and Taliban manufacturers of Islam illiberal of different cultures and teams.

Additional resources for Advances in Machine Learning: First Asian Conference on Machine Learning, ACML 2009, Nanjing, China, November 2-4, 2009. Proceedings

Sample text

However, these improvements come at a cost of runtime and memory. In fact, the results indicate that memory is not as big an issue as the runtime accuracy tradeoff. We observe that the variance in accuracy goes up when the drift increases, and vice versa. All classifiers have a small accuracy variance for the dataset RandomRBF with no drift, as shown in Table 2. 001 - in Hyperplane the same change in drift elicits only a fractional change in accuracy. For RCD drift all methods drop significantly. The bagging methods have the most to lose and go down between 14-17% (top three) and 10-18% (bottom of table).

The hierarchical algorithm is flexible in selecting features relevant for the face recognition task at hand. In this paper, we explore various features based on outline recognition, PCA classifiers applied to part of the face and exploitation of symmetry in faces. 25% accuracy on the ATT dataset) at reduced computation cost compared to full PCA. 1 Introduction Many face recognition algorithms rely on general purpose techniques like principle component analysis (PCA) [10], linear discriminant analysis (LDA) [9] or independent component analysis (ICA) [4,8]1 .

Bilingual topic aspect classification with a few training examples. In: SIGIR 2008: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, pp. 203–210. ACM, New York (2008) 35. : An em based training algorithm for cross-language text categorization. In: WI 2005: Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence, Washington, DC, USA, pp. 529–535. IEEE Computer Society, Los Alamitos (2005) 36. : On information and sufficiency.

Download PDF sample

Rated 4.42 of 5 – based on 37 votes
Posted In CategoriesAsian