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The present study addresses the following question: if among a group of decision making units, the decision maker is required to increase inputs and outputs to a particular unit in which the DMU, with respect to other DMUs, maintains or improves its current efficiencylevel, how much should the inputs and outputs of the DMU increase? This question is considered as a problem of inverse data envel...

Visual question answering (VQA) demands a meticulous and concurrent proficiency in image interpretation natural language understanding to correctly answer the about an image. The existing VQA solutions either focus only on improving joint multi-modal embedding or fine-tuning of visual through attention. This research, contrast current trend, investigates feasibility object-assisted strategy tit...

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tentative synthesis of the results of the researches on plague initiated in 1941 with georges blanc in morocco, carried on in the persian kurdistan since 1947 then in india, in syria, in turkey, in irak and in java. new acquisitions on the epidemization of human bubo-septicemic plague, discovery of the mode of spread of the rural plague, of the reasons of the seasonal nature of the disease unde...