• Proceedings of the Korean Institute of Intelligent Systems Conference
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• 2001.05a
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• pp.105-108
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• 2001

In this paper, the learning algorithm called advanced expanded and truncate algorithm(AETLA) is proposed to training multilayer binary neural network to approximate binary to binary mapping. AETLA used merit of ETL and MTGA learning algorithm. We proposed to new learning algorithm to decrease number of hidden layer. Therefore, learning speed of the proposed AETLA learning algorithm is much faster than other learning algorithm.

• Geomechanics and Engineering
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• v.6 no.5
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• pp.419-436
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• 2014

Soil improvement by preloading with PVD in combination with vacuum is helpful when a considerable load is required to meet the desired rate of settlement in a relative short time. To facilitate the vacuum propagation, vertical drains are usually employed in conjunction. This ground improvement method is more and more applied in the Mekong delta of Vietnam to meet the needs of fast infrastructure development. This paper reports on a pilot test that was carried out to investigate the effect of ground improvement by vacuum and PVD on the rate of consolidation at the site of Saigon International Terminals Vietnam (SITV) in Ba Ria-Vung Tau Province, Viet Nam. Three main aspects of the test will be presented, and namely, instrumentation and field monitoring program, calculation of consolidation settlement and back-analysis of soil properties to see the difference before and after ground improvement.

• Applied Microscopy
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• v.20 no.2
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• pp.102-116
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• 1990

To investigate the ultrastructural features of rat back skin tumor induced by 7, 12-Dimethylbenz[a]anthracene(DMBA), morphological changes during carcinogenesis were undertaken by the light and the electron microscopes. On the light microscopic levels, dysplasia was observed at the 6th week of treatment with 0.5% DMBA, hyperplasia at the 8th week, and carcinoma in sitv or invasive carcinoma at the 12th week. In addition to those characteristics, papillomatosis was observed at the 18th week. Under the electron microscopy, intercellular spaces were enlarged in the early phase. Nucleolar enlargement, the increase of free ribosomes, the condensation of tonofibrils, and the irregular arrangement of desmosomes appeared at the 6th week of application. Thereafter, the degradation of desmosomes and the discontinuity of basal lamina were characterized. And then, epidermal cell processes were protruded toward the connective tissue at the site of discontinuity of basal lamina at the 12th week. At the 14th to 18th week, DMBA-induced fibrosarcomas or papillomas were observed.