Fundamental Science and EngineeringCreative Science and EngineeringAdvanced Science and EngineeringⅠ FeaturesⅡ History and ProfileⅢ RequirementsCONTENTSGuidelines for earning a Master’s Degree 1. To be granted a master’s degree, you must earn 30 or more credits, receive the required SupervisorCourse NameResearch on Computer Vision and Pattern AnalysisResearch on Parallel Knowledge Information ProcessingResearch on Intelligent SoftwareResearch on Reliable Software EngineeringResearch on Distributed SystemsResearch on Advanced Computing SystemsResearch on Parallel and Distributed ArchitectureResearch on Advanced Processor ArchitectureResearch on Wireless AccessResearch on Multimedia Information Distribution SystemsResearch on Audiovisual Information ProcessingResearch on Distributed Computing SystemsResearch on Perceptual ComputingResearch on Image InformationISHIKAWA, HiroshiUEDA, KazunoriSUGAWARA, ToshiharuUBAYASHI, Naoyasu/WASHIZAKI, HironoriNAKAJIMA, TatsuoKASAHARA, HironoriYAMANA, HayatoKIMURA, KeijiSHIMAMOTO, ShigeruKAMEYAMA, Wataru/WEN, ZhengWATANABE, HiroshiNAKAZATO, HidenoriKOBAYASHI, Tetsunori/GOTO, MasatakaKATTO, Jiro6. Optimization and learning for systems We are dedicated to optimization and learning theory and algorithm and its applications, which appear in various technical fields, for example, machine learning, statistical learning and signal processing. Our focus includes optimization and learning algorithms, optimization and learning models, and those practical applications. We investigate them with respect to empirical numerical evaluation and theoretical analysis. We also particularly address non-linear and non-convex optimization and structured learning constrained with non-linear structure.7. Natural language processing We study and develop artificial intelligence systems that can understand language like humans. In particular, by combining findings and technologies of computer science and linguistics, we work on world knowledge acquisition/utilization and text analysis/understanding. Furthermore, we aim at elucidating the mechanisms by which humans understand language and developing systems which incorporate such mechanisms.research guidance, and pass a master’s thesis review.2. Among the 30 credits required for the degree, 12 credits must be earned from seminar courses. Each academic year, you must take the seminar courses provided by your supervisor. If more than 12 credits of seminar courses are taken, credits in excess of 12 are not counted toward the number of credits required for the degree.3. Please consult with your supervisor regarding what other courses should be taken to fulfill the credit requirement toward your degree.4. Students must have earned credits from Special Laboratory A and B in Computer Science and Engineering at the eligible year.5. Students are required to take the research ethics course before submission of master’s thesis. (I) Research guidance (Master’s program)69
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