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Asia-Pacific Conference on software engineering

作者： Min Kang D.D. Grant Centre for Systems Methodologies School of Computer Science and Software Engineering Swinburne University of Technology Hawthorn VIC Australia

An object-oriented model is proposed, designed as a collection of layered components, for process-sensitive software engineering environments (PSEEs). In the model, three types of object (process objects, entity objects and service objects) are identified to abstract and reflect the behaviour in different aspects of a PSEE. An overview of object interaction patterns, which reflects and captures the relationships between these types of object, is presented. To support software development process distribution and concurrency effectively, we introduce the actor (concurrent object) concept into process objects and entity objects, which allows transparent message passing between objects without concern for location and synchronisation.< >

关键词： software engineering Object oriented modeling Scanning probe microscopy Programming Computer science Australia Concurrent computing Message passing Vehicles Access protocols

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Development of multi-modal learning resources for software metrics

Development of multi-modal learning resources for software m...

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software Education Conference

作者： D.D. Grant C. Pilgrim R. Smith H. Younessi Centre for Systems Methodologies School of Computer Science and Software Engineering Swinburne University of Technology Hawthorn VIC Australia

The development of multi modal learning resources for software metrics, suitable for inclusion in both undergraduate and graduate courses, is described. The structure and practice of multi modal learning, the development of learning resources using a formal development framework, and the way ahead for such approaches are discussed.< >

关键词： software metrics Portable computers software engineering Australia Multimedia systems Information technology Educational institutions technology management Educational technology Distributed computing

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Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent systems 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Ngoc Thanh Nguyen Ryszard Kowalczyk Shyi-Ming Chen

ISBN: (数字)9783642044410

ISBN: (纸本)9783642044403

Computational collective intelligence (CCI) is most often understood as a subfield of artificial intelligence (AI) dealing with soft computing methods that enable group decisions to be made or knowledge to be processed among autonomous units acting in distributed environments. The needs for CCI techniques and tools have grown signi- cantly recently as many information systems work in distributed environments and use distributed resources. Web-based systems, social networks and multi-agent systems very often need these tools for working out consistent knowledge states, resolving conflicts and making decisions. Therefore, CCI is of great importance for today’s and future distributed systems. Methodological, theoretical and practical aspects of computational collective int- ligence, such as group decision making, collective action coordination, and knowledge integration, are considered as the form of intelligence that emerges from the collabo- tion and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc. , can support human and other collective intelligence and create new forms of CCI in natural and/or artificial s- tems.

关键词： Artificial Intelligence User Interfaces and Human Computer Interaction software engineering Artificial Intelligence Computation by Abstract Devices Data Mining and Knowledge Discovery

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systems, software and Services Process Improvement 1

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丛书名： Communications in Computer and Information Science

1000年

作者： Dietmar Winkler Rory V. O’Connor Richard Messnarz

ISBN: (数字)9783642311994

ISBN: (纸本)9783642311987

This volume constitutes the refereed proceedings of the 19th EuroSPI conference, held in Vienna, Austria, in June 2012. The 29 revised papers presented in this volume were carefully reviewed and selected. They are organized in topical sections on SPI and business factors; SPI lifecycle and models; SPI assessment and quality; SPI processes and standards; SPI in SMEs; SPI and implementation; creating environments supporting innovation and improvement; standards and experiences with the implementation of functional safety; business process management; SPI in SMEs - a project management perspective.

关键词： software engineering Management of computing and Information systems Computer Appl. in Administrative Data Processing Information systems Applications (incl. Internet) software engineering/Programming and Operating systems

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Network and Parallel computing 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Jian Cao Minglu Li Min-You Wu Jinjun Chen

ISBN: (数字)9783540881407

ISBN: (纸本)9783540881391

Welcome to the proceedings of the 2008 IFIP International Conference on Network and Parallel computing (NPC 2008) held in Shanghai, China. NPC has been a premier conference that has brought together researchers and pr- titioners from academia, industry and governments around the world to advance the theories and technologies of network and parallel computing. The goal of NPC is to establish an international forum for researchers and practitioners to present their - cellent ideas and experiences in all system fields of network and parallel computing. The main focus of NPC 2008 was on the most critical areas of network and parallel computing, network technologies, network applications, network and parallel archit- tures, and parallel and distributed software. In total, the conference received more than 140 papers from researchers and prac- tioners. Each paper was reviewed by at least two internationally renowned referees and selected based on its originality, significance, correctness, relevance, and clarity of presentation. Among the high-quality submissions, only 32 regular papers were accepted by the conferences. All of the selected conference papers are included in the conference proceedings. After the conference, some high-quality papers will be r- ommended to be published in the special issue of international journals. We were delighted to host three well-known international scholars offering the k- note speeches, Sajal K. Das from university Texas at Arlington USA, Matt Mutka from Michigan State university and David Hung-Chang Du from university of M- nesota university of Minnesota.

关键词： Computer Communication Networks Computer systems Organization and Communication Networks Computer engineering Data Structures and Information Theory Models and Principles Cryptology

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Advances in Conceptual Modeling – Challenges and Opportunities 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Il-Yeol Song Mario Piattini Yi-Ping Phoebe Chen Sven Hartmann Fabio Grandi Juan Trujillo Andreas L. Opdahl Fernando Ferri Patrizia Grifoni Maria Chiara Caschera Colette Rolland Carson Woo Camille Salinesi Esteban Zimányi Christophe Claramunt Flavius Frasincar Geert-Jan Houben Philippe Thiran

ISBN: (数字)9783540879916

ISBN: (纸本)9783540879909

This book constitutes the refereed joint proceedings of seven international workshops held in conjunction with the 27th International Conference on Conceptual Modeling, ER 2008, in Barcelona, Spain, in October 2008. The 42 revised full papers presented were carefully reviewed and selected from 108 submissions. Topics addressed by the workshops are conceptual modeling for life sciences applications (CMLSA 2008), evolution and change in data management (ECDM 2008), foundations and practices of UML (FP-UML 2008), modeling mobile applications and services (M2AS 2008), requirements, intentions and goals in conceptual modeling (RIGiM 2008), semantic and conceptual issues in geographic information systems (SeCoGIS 2008), and Web information systems modeling (WISM 2008).

关键词： Information systems Applications (incl. Internet) Database Management Information Storage and Retrieval User Interfaces and Human Computer Interaction Artificial Intelligence Computational Biology/Bioinformatics

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Computational Intelligence in Healthcare 4 1

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丛书名： Studies in Computational Intelligence

1000年

作者： Isabelle Bichindaritz Sachin Vaidya Ashlesha Jain Lakhmi C. Jain

ISBN: (数字)9783642144646

ISBN: (纸本)9783642144639;9783642264924

Computational Intelligence is comparatively a new field but it has made a tremendous progress in virtually every discipline right from engineering, science, business, m- agement, aviation to healthcare. Computational intelligence already has a solid track-record of applications to healthcare, of which this book is a continuation. We would like to refer the reader to the excellent previous volumes in this series on computational intelligence in heal- care [1-3]. This book is aimed at providing the most recent advances and state of the art in the practical applications of computational intelligence paradigms in healthcare. It - cludes nineteen chapters on using various computational intelligence methods in healthcare such as intelligent agents and case-based reasoning. A number of fielded applications and case studies are presented. Highlighted are in particular novel c- putational approaches to the semantic management of health information such as in the Web 2.0, mobile agents such as in portable devices, learning agents capable of adapting to diverse clinical settings through case-based reasoning, and statistical - proaches in computational intelligence. This book is targeted towards scientists, application engineers, professors, health professionals, professors, and students. Background information on computational intelligence has been provided whenever necessary to facilitate the comprehension of a broad audience including healthcare practitioners.

关键词： Computational Intelligence Artificial Intelligence Biomedical engineering and Bioengineering Health Informatics

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Vehicle Dynamics and Interaction for Trajectory Prediction and Traffic Control

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ACM Transactions on Autonomous and Adaptive systems 1000年

作者： Jian Chen Shaorui Zhou Wei Wang Yuzhu Hu Jianqing Li Ben-Guo He Junxin Chen Marwan Omar Ali Kashif Bashir Xiping Hu School of Intelligent Systems Engineering Sun Yat-Sen University China Guangdong-Hong Kong-Macao Joint Laboratory for Emotion Intelligence and Pervasive Computing Artificial Intelligence Research Institute Shenzhen MSU-BIT University China School of Computer Science and Engineering Faculty of Innovation Engineering Macau University of Science and Technology Macao SAR China Key Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines Northeastern University China the School of Software Dalian University of Technology China Information Technology and Management Illinois Institute of Technology USA Department of Computing and Mathematics Manchester Metropolitan University UK Centre for Research Impact & Outcome Chitkara University Institute of Engineering and Technology Chitkara University Rajpura 140401 Punjab India

Trajectory prediction is a crucial challenge in autonomous vehicle motion planning and decision-making techniques. However, existing methods face limitations in accurately capturing vehicle dynamics and interactions. To address this issue, this paper proposes a novel approach to extracting vehicle velocity and acceleration, enabling the learning of vehicle dynamics and encoding them as auxiliary information. The VDI-LSTM model is designed, incorporating graph convolution and attention mechanisms to capture vehicle interactions using trajectory data and dynamic information. Specifically, a dynamics encoder is designed to capture the dynamic information, a dynamic graph is employed to represent vehicle interactions, and an attention mechanism is introduced to enhance the performance of LSTM and graph convolution. To demonstrate the effectiveness of our model, extensive experiments are conducted, including comparisons with several baselines and ablation studies on real-world highway datasets. Experimental results show that VDI-LSTM outperforms other baselines compared, which obtains a 3% improvement on the average RMSE indicator over the five prediction steps.

关键词： Trajectory Prediction Vehicle Dynamics Interaction Perception Graph Convolution Attention Mechanism

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Service-Oriented computing: Agents, Semantics, and engineering 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Ryszard Kowalczyk Quoc Bao Vo Zakaria Maamar Michael Huhns

ISBN: (数字)9783642107399

ISBN: (纸本)9783642107382

This book constitutes the thoroughly refereed post-conference proceedings of the International Workshop on Service-Oriented computing: Agents, Semantics and engineering, SOCASE 2009, held in Budapest, Hungary, as an associated event of AAMAS 2009, the main international conference on autonomous agents and multi-agent systems. The 10 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers address a range of topics at the intersection of service-oriented computing, semantic technology, and intelligent multiagent systems, such as: service description and discovery; planning, composition and negotiation; semantic processes and service agents; as well as applications.

关键词： Computer Communication Networks Information systems Applications (incl. Internet) Data Mining and Knowledge Discovery Database Management Multimedia Information systems Artificial Intelligence

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