In this paper, we consider the multi-label, multi-class prediction problem in the context of classifying undergraduate education requirements at Stanford University – namely, given a course’s description, determining what general education requirements it satisfies. Given the extremely tough challenge of using a small dataset, we opt to consider models and make modifications that are able to ha...

Lecturers and students as academics are required to be polite not only in behaving, but also language. But reality, often we find lecturers who do show such courtesy, especially the language or called violations of courtesy. This research aims reveal courtesy committed by academic community Toraja Christian University Indonesia (UKI Toraja), specifically learning process. Through this research,...

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An approach is proposed for detecting and eliminating invasion in courtesy amount fields. This is a important step toward automatizing the bank check process. In a real database, 18% of handwritten courtesy amount fields exhibited invasions in the legal amount and signature fields. Experimental results have shown that the proposed approach is robust and efficient for improving the automatic rec...

In this chapter we describe an Italian bank check processing system. The system is made up of several processing modules, including those for data acquisition, image preprocessing, character center detection, character recognition, courtesy amount recognition, and legal amount recognition. The system reads and recognizes (at the character level) the courtesy and the legal amounts separately. Th...

. Figure 1. Cambrian lobopodian diversity. (A) Aysheaia pedunculata, middle Cambrian Burgess Shale (NMNH-83942). (B) Claws of Aysheaia pedunculata (NMNH-365608). (C) Hallucigenia sparsa, middle Cambrian Burgess Shale (NMNH198658; courtesy of M. Smith, University of Cambridge. Nature 523, 75–78). (D) Microdictyon sinicum, early Cambrian Chengjiang (ELRC-30060; courtesy of G. Edgecombe, Natural H...

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across) and UI-21 (1.5 cm across). UI-3 is a websterite, composed of augite (gray), orthopyroxene (white) and spinel (brown); at the top is the host basalt. UI-21 is a spinel lherzolite; spinel is brown, other phases near-white. MINERALOGY DETERMINATIONS BY CHEMIN XRD, TESTED ON ULTRAMAFIC ROCKS (MANTLE XENOLITHS). A. H. Treiman, K. L. Robinson, D. F. Blake, and D. Bish. Lunar and Planetary Ins...