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Human motion retrieval based on feedback learning

Human motion retrieval based on feedback learning

引用

作者： Xiao, Qinkun Zhao, Yidan Li, Kin Fun Department of Electronic Information Engineering Xi'An Technological University Xi'an City710032 China Electrical and Computer Engineering University of Victoria Victoria CityV8W 2Y2 Canada

ISBN: (纸本)9781538636749

A novel content-based feedback learning motion retrieval approach is presented. the approach includes two primary stages. (1) In the learning stage, fuzzy clustering is first utilized to get the representative frames of motions, and the body gesture features are extracted to build a motion feature database. (2) In the motion retrieval stage, the query motion feature is extracted according to stage (1). Similarity measurements are then conducted by employing a novel method that combines Manhattan distance dynamic programming (MDP) and support vector machine (SVM) feedback learning. the retrieval results are ranked according to the feedback learning values. the effectiveness of the proposed method is verified experimentally. © 2017 IEEE.

关键词： Dynamic programming Feedback learning Manhattan distance Motion retrieval SVM

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Parallel break construct, or how to kill an activity tree

Parallel break construct, or how to kill an activity tree

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Proceedings of the 1996 10th international Parallel Processing symposium

作者： Friedman, Yair I. Feitelson, Dror G. Exman, Iaakov Hebrew Univ Jerusalem Israel

Most parallel languages provide means to express parallelism, e.g. a parallel-do construct, but no means to terminate the parallel activities spawned by such constructs. We propose three high-level primitives for this purpose, which are defined by analogies with primitives that break out of sequential iterative constructs. the primitives are pcontinue, which terminates the calling activity, pbreak, which terminates all the activities in the construct that spawned the calling activity, and return, which terminates all the activities created in the current function call. these constructs are especially useful in search problems, where an activity that finds a solution can terminate other activities that are investigating inferior approaches. Given that parallel constructs can be nested, activities form a tree rooted at the original activity that started the program. the main challenge in implementing pbreak and return is identifying the subtree of activities that should be killed. three algorithms were designed and implemented, and experiments show that using these constructs can provide significant performance benefits.

关键词： C (programming language)

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Efficient bottom-up heap analysis for symbolic path-based data access summaries 12

Efficient bottom-up heap analysis for symbolic path-based da...

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10th international symposium on Code Generation and Optimization, CGO 2012

作者： Matosevic, Ivan Abdelrahman, Tarek S. Edwards S. Rogers Sr. Department of Electrical and Computer Engineering University of Toronto Toronto ON M5S3G4 Canada

ISBN: (纸本)9781605586359

We propose a heap analysis for extracting data access summaries based on symbolic access paths (SAPs) of methods in object-oriented languages. the analysis takes advantage of the insight that typical programs access dynamic data structures in regular manners. We combine this insight with a bottom-up approach that computes a local summary for each basic block, loop, and method in the program, which is then encapsulated into an abstract block in order to efficiently handle the higher levels of the analysis. We solve the problem of the dependence of local analysis results on the global heap aliasing by inferring the sets of aliases on which the correctness of the local results is predicated. Experimental evaluation for Java shows that for typical programs that use dynamic data structures, our analysis runs in a fast single pass and produces useful results. Copyright © 2012 ACM.

关键词： Object oriented programming

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Automatic coding rule conformance checking using logic programming

Automatic coding rule conformance checking using logic progr...

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10th international symposium on Practical Aspects of Declarative languages, PADL 2008

作者： Marpons, Guillem Mariño, Julio Carro, Manuel Herranz, Ángel Moreno-Navarro, Juan José Fredlund, Lars-Åke Universidad Politécnica de Madrid IMDEA Software

ISBN: (纸本)3540774416

An extended practice in the realm of Software Engineering and programming in industry is the application of coding rules. Coding rules are customarily used to constrain the use (or abuse) of certain programming language constructions. However, these rules are usually written using natural language, which is intrinsically ambiguous and which may complicate their use and hinder their automatic enforcement. this paper presents some early work aiming at defining a framework to formalise and check for coding rule conformance using logic programming. We show how a certain class of rules - structural rules - can be reformulated as logic programs, which provides both a framework for formal specification and also for automatic conformance checking using a Prolog engine. Some examples of rules belonging to actual, third-party coding rule sets are discussed, along with the corresponding Prolog code. Experimental data regarding the practicality and impact of their application to real-life software projects is presented and discussed. © Springer-Verlag Berlin Heidelberg 2008.

关键词： Encoding (symbols)

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Automatic runtime calculation of communications for data-parallel expressions with periodic conditions

Automatic runtime calculation of communications for data-par...

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10th international symposium on High-Level Parallel programming and Applications (HLPP)

作者： Moreton-Fernandez, Ana Gonzalez-Escribano, Arturo Univ Valladolid Dept Informat Valladolid Spain

Many real-world applications feature data accesses on periodic domains. Manually implementing the synchronizations and communications associated to the data dependences on each case is cumbersome and error-prone. It is increasingly interesting to support these applications in high-level parallel programming languages or parallelizing compilers. In this paper, we present a technique that, for distributed-memory systems, calculates the specific communications derived from data-parallel codes with or without periodic boundary conditions on affine access expressions. It makes transparent to the programmer the management of aggregated communications for the chosen data partition. Our technique moves to runtime part of the compile-time analysis typically used to generate the communication code for affine expressions, introducing a complete new technique that also supports the periodic boundary conditions. We present an experimental study to evaluate our proposal using several study cases. Our experimental results show that our approach can automatically obtain communication codes as efficient as those found in MPI reference codes, reducing the development effort.

关键词： communications distributed memory parallel programming periodic boundary condition

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NASA Formal Methods 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Aaron Dutle César Muñoz Anthony Narkawicz

ISBN: (数字)9783319779355

ISBN: (纸本)9783319779348

this book constitutes the proceedings of the 10th international symposium on NASA Formal Methods, NFM 2018, held in Newport News, VA, USA, in April 2018.;the 24 full and 7 short papers presented in this volume were carefully reviewed and selected from 92 submissions. the papers focus on formal techniques and other approaches for software assurance, their theory, current capabilities and limitations, as well as their potential application to aerospace, robotics, and other NASA-relevant safety-critical systems during all stages of the software life-cycle.

关键词： Software Engineering programming languages, Compilers, Interpreters Simulation and Modeling Artificial Intelligence theory of Computation System Performance and Evaluation

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Query-Driven Program Testing

Query-Driven Program Testing

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10th international Conference on Verification, Model Checking and Abstract Interpretation

作者： Holzer, Andreas Schallhart, Christian Tautschnig, Michael Veith, Helmut Tech Univ Darmstadt FB Informat Formal Methods Syst Engn Darmstadt Germany

ISBN: (纸本)9783540938996

We present a new approach to program testing which enables the programmer to specify test suites in terms of a versatile query language. Our query language subsumes standard coverage criteria ranging from simple basic block coverage all the way to predicate complete coverage and multiple condition coverage, but also facilitates on-the-fly requests for test suites specific to the code structure, to external requirements, or to ad hoc needs arising in program understanding/exploration. the query language is supported by a model checking backend which employs the CBMC framework. Our main algorithmic contribution is a method called iterative constraint strengthening which enables us to solve a query for an arbitrary coverage criterion by a single call to the model checker and a novel form of incremental SAT solving: Whenever the SAT solver finds a solution, our algorithm compares this solution against the coverage criterion, and strengthens the clause database with additional clauses which exclude redundant new solutions. We demonstrate the scalability of our approach and its ability to compute compact test suites with experiments involving device drivers, automotive controllers, and open source projects.

关键词： Query languages

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Logic programming and model checking 10th

Logic programming and model checking

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10th international symposium on programming languages, Implementations, Logics and Programs, PLILP 1998, Held Jointly with the 6th international Conference, ALP 1998

作者： Cui, Baoqiu Dong, Yifei Du, Xiaoqun Kumar, K. Narayan Ramakrishnan, C.R. Ramakrishnan, I.V. Roychoudhury, Abhik Smolka, Scott A. Warren, David S. Department of Computer Science SUNY at Stony Brook Stony BrookNY11794-4400 United States

ISBN: (纸本)3540650121

We report on the current status of the LMC project, which seeks to deploy the latest developments in logic-programming technology to advance the state of the art of system specification and verification. In particular, the XMC model checker for value-passing CCS and the modal mu-calculus is discussed, as well as the XSB tabled logic programming system, on which XMC is based. Additionally, several ongoing efforts aimed at extending the LMC approach beyond traditional finite-state model checking are considered, including compositional model checking, the use of explicit induction techniques to model check parameterized systems, and the model checking of real-time systems. Finally, after a brief conclusion, future research directions are identified. © Springer-Verlag Berlin Heidelberg 1998.

关键词： Model checking

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10th international symposium on Foundations of Information and Knowledge Systems, FoIKS 2018

10th International Symposium on Foundations of Information a...

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10th international symposium on Foundations of Information and Knowledge Systems, FoIKS 2018

ISBN: (纸本)9783319900490

the proceedings contain 21 papers. the special focus in this conference is on Foundations of Information and Knowledge Systems. the topics include: Probabilistic team semantics;strategic dialogical argumentation using multi-criteria decision making with application to epistemic and emotional aspects of arguments;first-order definable counting-only queries;the power of tarski’s relation algebra on trees;improving the performance of the k rare class nearest neighbor classifier by the ranking of point patterns;preference learning and optimization for partial lexicographic preference forests over combinatorial domains;enumeration complexity of poor man’s propositional dependence logic;refining semantic matching for job recruitment: An application of formal concept analysis;ontodebug: Interactive ontology debugging plug-in for protégé;concatenation, separation, and other properties of variably polyadic relations;a framework for comparing query languages in their ability to express boolean queries;a generalized iterative scaling algorithm for maximum entropy model computations respecting probabilistic independencies;compilation of conditional knowledge bases for computing C-inference relations;characterizing and computing causes for query answers in databases from database repairs and repair programs;inferences from attribute-disjoint and duplicate-preserving relational fragmentations;ASP programs with groundings of small treewidth;rationality and context in defeasible subsumption;haydi: Rapid prototyping and combinatorial objects;argumentation frameworks with recursive attacks and evidence-based supports.

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Foundations of Information and Knowledge Systems 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Flavio Ferrarotti Stefan Woltran

ISBN: (数字)9783319900506

ISBN: (纸本)9783319900490

this book constitutes the refereed proceedings of the 10th international symposium on Foundations of Information and Knowledge Systems, FoIKS 2018, held in Budapest, Hungary, in May 2018.;the 20 revised full papers presented together with 1 invited talk were carefully reviewed and selected from 40 submissions. the papers address various topics such as big data; database design; dynamics of information; information fusion; integrity and constraint management; intelligent agents; knowledge discovery and information retrieval; knowledge representation, reasoning and planning; logics in databases and AI; mathematical foundations; security in information and knowledge systems; semi-structured data and XML; social computing; the semantic web and knowledge management; and the world wide web.

关键词： Mathematical Logic and Formal languages database Management Artificial Intelligence Computer Appl. in Administrative Data Processing

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