Some of the most challenging problems in science and engineering are being addressed by the integration of computation and science, a research ?eld known as computational science. Computational science plays a vital r...
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ISBN:
(数字)9783540448600
ISBN:
(纸本)9783540401940
Some of the most challenging problems in science and engineering are being addressed by the integration of computation and science, a research ?eld known as computational science. Computational science plays a vital role in fundamental advances in biology, physics, chemistry, astronomy, and a host of other disciplines. This is through the coordination of computation, data management, access to instrumentation, knowledge synthesis, and the use of new devices. It has an impact on researchers and practitioners in the sciences and beyond. The sheer size of many challenges in computational science dictates the use of supercomputing, parallel and distri- ted processing, grid-based processing, advanced visualization and sophisticated algorithms. At the dawn of the 21st century the series of International Conferences on Computational science (ICCS) was initiated with a ?rst meeting in May 2001 in San Francisco. The success of that meeting motivated the organization of the - cond meeting held in Amsterdam April 21–24, 2002, where over 500 participants pushed the research ?eld further. The International Conference on Computational science 2003 (ICCS 2003) is the follow-up to these earlier conferences. ICCS 2003 is unique, in that it was a single event held at two di?erent sites almost opposite each other on the globe – Melbourne, Australia and St. Petersburg, Russian Federation. The conference ran on the same dates at both locations and all the presented work was published in a single set of proceedings, which you hold in your hands right now.
The Second Workshop of Blended Learning (WBL 2008), as part of the 7th Inter- tional Conference on Web-Based Learning (ICWL 2008), was held in Zhejiang N- mal University, Jinhua, Zhejiang, China during August 20–22, ...
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ISBN:
(数字)9783540899624
ISBN:
(纸本)9783540899617
The Second Workshop of Blended Learning (WBL 2008), as part of the 7th Inter- tional Conference on Web-Based Learning (ICWL 2008), was held in Zhejiang N- mal University, Jinhua, Zhejiang, China during August 20–22, 2008. WBL 2008 provided an international forum for the dissemination of original results in the design, implementation, and evaluation of blended learning systems and related areas. In particular, the aim of WBL 2008 was to bring together researchers from academia as well as commercial developers from industry to explore ideas, exchange and share experiences, and further build the blended learning research network. The inspirations and new ideas were expected to emerge from intensive discussions during formal sessions and social activities. The main focus of WBL 2008 was on the most critical areas of blended learning, namely, ‘e-Learning Platforms and Tools,’ ‘Design, Model and Framework of e- Learning Systems,’ ‘Practice and Experience Sharing,’ and ‘Pedagogical Issues.’ In total, the workshop selected 17 papers from authors of different countries for presen- tion and publication, a task which was not easy due to the high quality of the subm- ted papers. Using stringent selection criteria, submissions were rigorously reviewed based on their originality, significance, relevance, and clarity of presentation by an international Program Committee from Germany, Spain, UK, Italy, Ireland, Romania, Hong Kong, Japan, Taiwan, and Macao.
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. ...
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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.
It was our great pleasure to extend a welcome to all who participated in SERA 2003, the ?rst world-classs International Conference on softwareengineering Research and Applications, which was held at Crowne Plaza Unio...
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ISBN:
(数字)9783540246756
ISBN:
(纸本)9783540219750
It was our great pleasure to extend a welcome to all who participated in SERA 2003, the ?rst world-classs International Conference on softwareengineering Research and Applications, which was held at Crowne Plaza Union Square Hotel, San Francisco, California, USA. The conference was sponsored by the International Association for computer and informationscience (ACIS), in cooperation with the software Engine- ing and information Technology institute at Central Michigan University. This conference was aimed at discussing the wide range of problems encountered in present and future high technologies. In this conference, we had keynote speeches by Dr. Barry Boehm and Dr. C.V. Ramamoorthy and invited talks by Dr. RaymondYeh, Dr. Raymond Paul, Dr. Mehmet S ¸ahinoglu, which were fruitful to all who participated in SERA 2003. We would like to thank the publicity chairs and the members of our program c- mittees for their work on this conference. We hope that SERA 2003 was enjoyable for all participants.
This book aims at improving the mathematical modelling skills of users by enhancing the ability to understand, connect, apply and use the mathematical concepts to the problem at hand. This book provides the reade...
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ISBN:
(数字)9789811988288
ISBN:
(纸本)9789811988271;9789811988301
This book aims at improving the mathematical modelling skills of users by enhancing the ability to understand, connect, apply and use the mathematical concepts to the problem at hand. This book provides the readers with an in-depth knowledge of the various categories/classes of research problems that professionals, researchers and students might encounter following which the applications of appropriate mathematical models is explained with the help of case studies. The book is targeted at academicians, researchers, students and professionals who belong to all engineering disciplines.
The two-volume set LNCS 6987 and 6988 constitutes the refereed proceedings of the International Conference on Web information Systems and Mining, WISM 2011, held in Taiyuan, China, in September 2011. The 112 revised f...
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ISBN:
(数字)9783642239823
ISBN:
(纸本)9783642239816
The two-volume set LNCS 6987 and 6988 constitutes the refereed proceedings of the International Conference on Web information Systems and Mining, WISM 2011, held in Taiyuan, China, in September 2011. The 112 revised full papers presented were carefully reviewed and selected from 472 submissions. The second volume includes 56 papers organized in the following topical sections: management information systems; semantic Web and ontologies; Web content mining; Web information classification; Web information extraction; Web intelligence; Web interfaces and applications; Web services and e-learning; and XML and semi-structured data.
This LNCS volume contains the papers presented at SEAL 2008, the 7th Int- nationalConference on Simulated Evolutionand Learning,held December 7–10, 2008, in Melbourne, Australia. SEAL is a prestigious international c...
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ISBN:
(数字)9783540896944
ISBN:
(纸本)9783540896937
This LNCS volume contains the papers presented at SEAL 2008, the 7th Int- nationalConference on Simulated Evolutionand Learning,held December 7–10, 2008, in Melbourne, Australia. SEAL is a prestigious international conference series in evolutionary computation and learning. This biennial event was ?rst held in Seoul, Korea, in 1996, and then in Canberra, Australia (1998), Nagoya, Japan (2000), Singapore (2002), Busan, Korea (2004), and Hefei, China (2006). SEAL 2008 received 140 paper submissions from more than 30 countries. After a rigorous peer-review process involving at least 3 reviews for each paper (i.e., over 420 reviews in total), the best 65 papers were selected to be presented at the conference and included in this volume, resulting in an acceptance rate of about 46%. The papers included in this volume cover a wide range of topics in simulated evolution and learning: from evolutionarylearning to evolutionary optimization, from hybrid systems to adaptive systems, from theoretical issues to real-world applications. They represent some of the latest and best research in simulated evolution and learning in the world.
It is our great pleasure to present the proceedings of the second Russia–Taiwan Symposium on Methods and Tools of Parallel Programming (MTPP 2010). MTPP is the main regular event of the Russia–Taiwan scientific foru...
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ISBN:
(数字)9783642148224
ISBN:
(纸本)9783642148217
It is our great pleasure to present the proceedings of the second Russia–Taiwan Symposium on Methods and Tools of Parallel Programming (MTPP 2010). MTPP is the main regular event of the Russia–Taiwan scientific forum that covers the many dimensions of methods and tools of parallel programming, algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated every aspect of daily life, the power of computing systems has become increasingly critical. Therefore, MTPP is intended to play an important role allowing researchers to exchange information regarding advancements in the state of the art and practice of IT-driven services and applications, as well as to identify emerging research topics and define the future directions of parallel computing. We received a large number of high-quality submissions this year. In the first stage, all papers submitted were screened for their relevance and general submission requirements. These manuscripts then underwent a rigorous peer-review process with at least three reviewers per paper. At the end, 33 papers were accepted for presentation and included in the main proceedings. To encourage and promote the work presented at MTPP 2010, we are delighted to inform the authors that some of the papers will be accepted in special issues of the Journal of Supercomputing, which has played a prominent role in promoting the development and use of parallel and distributed processing.
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