53 research outputs found
Distributed Document Representation for Document Classification
No full textThe distributed vector representations learned from the deep learning framework have shown its great power in capturing the semantic meaning of words, phrases and sentences, from which multiple NLP applications have benefited. As words combine to form the meaning of sentences, so do sentences combine to form the meaning of documents, the idea of representing each document with a dense distributed representation holds promise. In this paper, we propose a supervised framework (Compound RNN) for document classification based on document-level distributed representations learned from deep learning architecture. Our framework first obtains the distributed representation at sentence-level by operating on the parse tree structure from recursive neural network, and then obtains the document presentation-level by convoluting the sentence vectors from a recurrent neural network. Our framework (Compound RNN) outperforms existing document representations such as bag-of-words, LDA in multiple text classification/regression tasks.EICPCI-S(ISTP)[email protected]; [email protected]
Understanding pluripotency - how embryonic stem cells keep their options open
No full textCopyright © The Author 2008. Published by Oxford University Press on behalf of the European Society of Human Reproduction and Embryology. All rights reserved.Embryonic stem (ES) cells have the capacity to proliferate indefinitely in culture while maintaining the ability to differentiate to form any of the cells of the body. This unique combination of functions suggests that these cells could provide a potentially unlimited source of differentiated cells for the treatment of disease and aging. Understanding the molecular processes that underpin these functions in ES cells will allow us to harness their potential and develop strategies that control their differentiation. Combination of controlled differentiation with ground-breaking technologies for the reversal of somatic cells to an ES cell-like state promise the generation of patient-derived pluripotent cell lines for the treatment of disease in the future.B.V. Johnson, N. Shindo, P.D. Rathjen, J. Rathjen and R.A. Keoug
Numerical studies of surface-ion neutralization
No full textPT: J; CR: AMOS AT, 1986, PHYS LETT A, V118, P471 DAVISON SG, 1986, J ELECTROANAL CH INF, V204, P173 GRIMLEY TB, 1970, J PHYS C, V3, P1934 MCDOWELL HK, 1982, CHEM PHYS, V72, P451 MCDOWELL HK, 1982, J CHEM PHYS, V77, P3263 MUDA Y, 1980, SURF SCI, V97, P283 SEBASTIAN KL, 1981, SURF SCI, V110, L571 SHINDO S, 1986, SURF SCI, V165, P477 SULSTON KW, 1987, SOLID STATE COMMUN, V62, P781 SULSTON KW, 1988, SURF SCI, V197, P555 YOSHIMORI A, 1986, PROG SURF SCI, V21, P251; NR: 11; TC: 6; J9: CHEM PHYS; PG: 5; GA: P8655Source type: Electronic(1
Comparative study of approximate theoretical treatments of surface-ion neutralization
No full textPT: J; CR: AMOS AT, 1986, PHYS LETT A, V118, P471 BLANDIN A, 1976, J PHYSIQUE, V37, P369 BLOSS W, 1978, SURF SCI, V72, P277 BRAKO R, 1981, SURF SCI, V108, P253 DAVISON SG, 1986, J ELECTROANAL CH INF, V204, P173 ERICKSON RL, 1975, PHYS REV LETT, V34, P297 MCDOWELL HK, 1982, J CHEM PHYS, V77, P3263 MCDOWELL HK, 1985, J CHEM PHYS, V83, P772 MUDA Y, 1980, SURF SCI, V97, P283 ROSEN N, 1932, PHYS REV, V40, P502 RUSCH TW, 1977, INELASTIC ION SURFAC, P73 SEBASTIAN KL, 1981, SURF SCI, V110, L571 SHINDO S, 1986, SURF SCI, V165, P477 SULSTON KW, 1987, SOLID STATE COMMUN, V62, P781 YOSHIMORI A, 1986, PROG SURF SCI, V21, P251; NR: 15; TC: 25; J9: SURFACE SCI; PG: 12; GA: M8964Source type: Electronic(1
The Microteaching for an Intensive Course in the Teaching of Mathematics
No full textThe author applied the microteaching method to the classroom works in the intensive course in teaching of Mathematics at the Faculty of Science in Tohoku University and the Faculty of Education in Yamagata University. The microteaching originated at Stanford University in 1963. It consists of the following series of levels as a fundamental procedure : (1) (initial) lesson, (2) feedback (or critique), (3) improvement, (4) re-lesson and (5) feedback. In an intensive course, there was enough time for the author to try the communication analysis, which is the revised term of "Teacher's Gaze Graph" Method coined by Asst. Prof. Shindo at Fukuoka; students and teacher's "Talk Analysis" according to certain categories, and "Free-Gard Method" and "KJ-Method" coined by Prof. Kawakida at Tsukuba University. So far the author has developed a program of microteaching for an intensive course in the teaching of Mathematics.departmental bulletin pape
Catch-effort Analysis using a Microcomputer Program
No full textIn the present paper, the author introduces two original programs for the micro-computer which stocks as well as their annual changes, using catch and fishing effort data "by statistical areas". With these programs, several important factors of fishing operation and parameters of fish stock are calculated and tabulated (Program No. 600-A). Also, seven graphs and four histograms are generated for quick and easy understanding of situations under study (Program No. 600-B)
Many-electron theory of charge transfer in ion-surface scattering
No full textPT: J; CR: BRAKO R, 1981, SURF SCI, V108, P253 CIZEK J, 1969, ADV CHEM PHYS, V14, P35 COESTER F, 1960, NUCLEAR PHYSCIS, V17, P477 EASA SI, 1987, SURF SCI, V183, P531 GEERLINGS JJC, 1984, PHYS LETT A, V102, P204 GEERLINGS JJC, 1987, SURF SCI, V184, P305 GRANNEMAN EHA, 1983, AIP C P, V111 GRIMLEY TB, 1983, SURF SCI, V124, P305 HERMANN J, 1984, SURF SCI, V138, P570 HURLEY AC, 1976, INTRO ELECTRON THEOR, CH5 KASAI H, 1987, SURF SCI, V183, P147 KAWAI R, 1984, SPRINGER SERIES SOLI, V59, P51 KAWAI R, 1987, SURF SCI, V183, P161 SEBASTIAN KL, 1983, PHYS LETT A, V98, P39 SEBASTIAN KL, 1985, PHYS REV B, V31, P6976 SHINDO S, 1986, SURF SCI, V165, P477 SULSTON KW, IN PRESS CHEM PHYS SULSTON KW, IN PRESS PROG SURF S TULLY JC, 1977, PHYS REV B, V16, P4324 YOSHIMORI A, 1984, PROG THEOR PHYS SUPP, V80, P203 YOSHIMORI A, 1984, SPRINGER SERIES SOLI, V59, P74 YOSHIMORI A, 1986, PROG SURF SCI, V21, P251; NR: 22; TC: 42; J9: PHYS REV B; PG: 8; GA: N7294Source type: Electronic(1
Catch-effort analysis based on total catch and CPUE of standard gear (A Microcomputer program)
No full textThe present paper is a sequel to "Catch-effort Analysis using a microcomputer program" which was published by the SEAFDEC Training Department as the Special Publication No. 1 (TD/SP/1) in May 1983. In the present paper, the author introduce another program for the microcomputer which can be applied to analyze the status of fish stocks as well as its annual change, using the total catch by various gears and CPUE of standard gear. With this program, several important factors of fishing operation and parameters of fish stock can be calculated and tabulated, and seven graphs are generated for quick and easy understanding of the situation under study
Eosinophilic Myocarditis With Hypersegmented Granulocytes and Neutrophilia Without Eosinophilia: A Case Mimicking Neutrophilic Myocarditis
No full text We report a case of a 78-year-old woman with neutrophilia without eosinophilia who was pathologically diagnosed with eosinophilic myocarditis by myocardial biopsy. The biopsy specimen showed infiltrating granulocytes with hypersegmentation, mimicking neutrophils; however, they were confirmed to be eosinophils by Giemsa staining. </jats:p
The Hidden Effect of Return Diaspora to Post-conflict Countries:The Case of Policy and Temporary Return to Rwanda.
No full textIn response to the paucity of human resources in post-conflict societies, various agencies have implemented programmes to facilitate returns of qualified diasporas to their countries of origin. This paper examines the context in which diaspora return programmes have emerged and developed, and implications of the return programmes for post-conflict societies. It specifically looks at Migration for Development in Africa (mida) using the example of Rwanda. The paper demonstrates that the prime purpose of diaspora return programmes is to mitigate the effect of brain drain caused by migration from the South to the North. Furthermore, the paper argues that a secondary purpose of the programmes can be to secure a chance of return for diasporas who would like to return to their countries of origin but would like to stay away from the politics of these countries. In conclusion, the author suggests that diaspora return may increase the multiplicity of voices available in countries that tightly control dissident voices
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