检索结果-内蒙古大学图书馆

Tracing significant association rules using critical least association rules model

International Journal of Innovative Computing and Applications 2013年第1期5卷 3-17页

作者： Abdullah, Zailani Herawan, Tutut Deris, Mustafa Mat Computer Science Department Universiti Malaysia Terengganu 21030 Kuala Terengganu Terengganu Malaysia Faculty of Computer System and Software Engineering Universiti Malaysia Pahang 26300 Kuantan Pahang Malaysia Faculty of Computer Science and Information Technology Universiti Tun Hussein Onn Malaysia 86400 Batu Pahat Johor Malaysia

Mining of least association rules from large databases has received a great attention in knowledge discovery. These rules are very useful especially in tracing the unexceptional events or situations. Until this moment, the ratio of studies in this area is still unbalanced as compared to mine frequent rules. The difficulties level of mining these rules as compared to frequent rules are different since it involves with the excessive in computational costs, rather complicated and entailed a dedicated measurement. Therefore, this paper proposed an efficient model called critical least association rule (CLAR) to mine the significant rules so called critical least association rules. Several experiments with real and UCI datasets has shown that the CLAR successfully in producing the critical least association rules, up to 1.5 times faster and less 96% complexity than benchmarked FP-growth algorithm. © 2013 Inderscience Enterprises Ltd.

关键词： Association rules

来源：评论

学校读者我要写书评

暂无评论

Large circuit models: opportunities and challenges

引用

science China(Information sciences) 2024年第10期67卷 25-66页

作者： Lei CHEN Yiqi CHEN Zhufei CHU Wenji FANG Tsung-Yi HO Ru HUANG Yu HUANG Sadaf KHAN Min LI Xingquan LI Yu LI Yun LIANG Jinwei LIU Yi LIU Yibo LIN Guojie LUO Hongyang PAN Zhengyuan SHI Guangyu SUN Dimitrios TSARAS Runsheng WANG Ziyi WANG Xinming WEI Zhiyao XIE Qiang XU Chenhao XUE Junchi YAN Jun YANG Bei YU Mingxuan YUAN Evangeline F.Y.YOUNG Xuan ZENG Haoyi ZHANG Zuodong ZHANG Yuxiang ZHAO Hui-Ling ZHEN Ziyang ZHENG Binwu ZHU Keren ZHU Sunan ZOU Huawei Noah’s Ark Lab School of Integrated Circuits Peking University Faculty of Electrical Engineering and Computer Science Ningbo University Department of Electronic and Computer Engineering Hong Kong University of Science and Technology Department of Computer Science and Engineering The Chinese University of Hong Kong School of Integrated Circuits Southeast University Huawei HiSilicon Peng Cheng Laboratory School of Computer Science Peking University School of Microelectronics State Key Laboratory of Integrated Chips and System Fudan University School of Artificial Intelligence Shanghai Jiao Tong University

Within the electronic design automation(EDA) domain, artificial intelligence(AI)-driven solutions have emerged as formidable tools, yet they typically augment rather than redefine existing methodologies. These solutions often repurpose deep learning models from other domains, such as vision, text, and graph analytics, applying them to circuit design without tailoring to the unique complexities of electronic circuits. Such an “AI4EDA” approach falls short of achieving a holistic design synthesis and understanding,overlooking the intricate interplay of electrical, logical, and physical facets of circuit data. This study argues for a paradigm shift from AI4EDA towards AI-rooted EDA from the ground up, integrating AI at the core of the design process. Pivotal to this vision is the development of a multimodal circuit representation learning technique, poised to provide a comprehensive understanding by harmonizing and extracting insights from varied data sources, such as functional specifications, register-transfer level(RTL) designs, circuit netlists,and physical layouts. We champion the creation of large circuit models(LCMs) that are inherently multimodal, crafted to decode and express the rich semantics and structures of circuit data, thus fostering more resilient, efficient, and inventive design methodologies. Embracing this AI-rooted philosophy, we foresee a trajectory that transcends the current innovation plateau in EDA, igniting a profound “shift-left” in electronic design methodology. The envisioned advancements herald not just an evolution of existing EDA tools but a revolution, giving rise to novel instruments of design-tools that promise to radically enhance design productivity and inaugurate a new epoch where the optimization of circuit performance, power, and area(PPA) is achieved not incrementally, but through leaps that redefine the benchmarks of electronic systems' capabilities.

关键词： AI-rooted EDA large circuit models (LCMs) multimodal circuit representation learning circuit optimization

来源：评论

学校读者我要写书评

暂无评论

An automated oracle approach to test decision-making structures

An automated oracle approach to test decision-making structu...

引用

2010 3rd IEEE International Conference on computer science and Information Technology, ICCSIT 2010

作者： Shahamiri, Seyed Reza Wan Kadir, Wan Mohd Nasir Bin Ibrahim, Suhaimi Department of Software Engineering Faculty of Computer Science and Information System Uneversiti Teknologi Malaysia Skudai Malaysia

ISBN: (纸本)9781424455386

Decision-making structures are important building blocks in most of the software;however, it may be difficult to verify them because there are various input conditions and several paths causing them to behave differently. Test oracles are reliable sources of how the software must operate. The aim of the present paper is to study the applications of Artificial Neural Networks as an automated oracle to test decision-making structures. First, the decision rules were modeled by the neural network using a training dataset generated based on the software specifications and domain expert knowledge. Next, after the neural network was applied to test a subject-registration application, the proposed approach was evaluated using mutation testing. The accuracy of the resulted oracle is discussed as well. © 2010 IEEE.

关键词： Neural networks

来源：评论

学校读者我要写书评

暂无评论

Design and implementation of a dynamic reconfigurable classroom for cooperative learning

Design and implementation of a dynamic reconfigurable classr...

引用

3rd IEEE International Conference on Intelligent Networking and Collaborativesystems, INCoS 2011

作者： Kondo, Hideki Narahara, Hiroyuki Department of Mechanical Information Science and Technology Faculty of Computer Science and System Engineering Kyushu Institute of Technology Iizuka Japan

ISBN: (纸本)9780769545790

In order to practically examine a new type of class, in which cooperative learning is taken into consideration, we designed and built a classroom. This classroom, in which furniture and a flexible ICT basis are both designed reconfigurable, supports much more complex interactions between learners than in a traditional classroom. Two months' observation of the activities in the classroom shows that many aspects of the reconfigurations have encouraged complex interactions within cooperative learning. © 2011 IEEE.

关键词： Collaboration Cooperative Learning Dynamic Reconfigurable Classroom Dynamic scheduling Education Information science Materials Multicore processing Servers classroom furniture complex interaction computer aided instruction cooperative learning dynamic reconfigurable classroom flexible ICT furniture

来源：评论

学校读者我要写书评

暂无评论

A single-network ANN-based oracle to verify logical software modules

A single-network ANN-based oracle to verify logical software...

引用

2010 2nd International Conference on Software Technology and engineering, ICSTE 2010

作者： Shahamiri, Seyed Reza Kadir, Wan M.N. Wan Ibrahim, Suhaimi Department of Software Engineering Faculty of Computer Science and Information System Uneversiti Teknologi Malaysia Skudai Malaysia

ISBN: (纸本)9781424486656

Test Oracle is a mechanism to determine if an application executed correctly. In addition, it may be difficult to verify logical software modules due to the complexity of their structures. In this paper, an attempt has been made to study the applications of Artificial Neural Networks as Single-Network Oracles to verify logical modules. First, the logical module under test was modeled by the neural network using a training dataset generated based on the software specifications. Next, the proposed approach was applied to test a subject-registration application;meanwhile, the quality of the proposed oracle is measured by assessing its accuracy, precision, misclassification error and practicality in practice, using mutation testing by implementing two different versions of the case study: a Golden Version and a Mutated Version. The results indicate that neural networks may be reliable and applicative as oracles to verify logical modules. © 2010 IEEE.

关键词： Neural networks

来源：评论

学校读者我要写书评

暂无评论

Arabic Abstractive Summarization Using the Multilingual T5 Model 6

Arabic Abstractive Summarization Using the Multilingual T5 M...

引用

6th International Conference on Computing and Informatics, ICCI 2024

作者： Karim, Abdelrhman A. Usama, Mohammed Ibrahim, Manar A. Hatem, Youssef Wael, Waleed Mazrua, Ahmad T. El-Monayer, Ghada K. Elbanhawy, Magy Foad, Khaled Moawad, Ibrahim F. Artificial Intelligence Engineering Department Faculty of Computer Science and Engineering New Mansoura University Dakhlia Egypt Computer Engineering Department Faculty of Computer Science and Engineering New Mansoura University Dakhlia Egypt Artificial Intelligence Science Department Faculty of Computer Science and Engineering New Mansoura University Dakhlia Egypt Faculty of Computer Science and Engineering New Mansoura University Dakhlia Egypt Computer and System Department Faculty of Engineering Portsaid University Egypt Faculty of Computers and Artificial Intelligence Benha University Egypt Faculty of Computer and Information Sciences Ain Shams University Cairo Egypt

ISBN: (纸本)9798350373875

Natural language processing (NLP) is a branch of artificial intelligence (Al) that enables computers to comprehend, generate, and manipulate human language. Natural language processing can interrogate the data with natural language text or voice. Abstractive Text Summarization is based on the Natural Language Processing technique that tries to provide new and more concise textual summaries for huge texts. Artificial intelligence and deep learning techniques are used in abstractive summarization to examine the text's essential information and create a new summary that conveys the content more concisely and accurately. This type of summary differs from normal extractive summarizing in that it can generate new summaries beyond simply extracting key lines from the source text. This study presents an abstractive Arabic summarization based on the Multilingual TS (MTS) model AASMTS to address these concerns. This technique is based on deep neural networks and models like transformers, which have changed the ability to summarize text. This research has explored the various types of summarizations and highlighted the significance of two prominent techniques: abstractive and extractive summarization. This research describes a complete process for developing an Arabic abstractive summarization model using the MTS architecture. Experiments on different datasets show that this model achieves state-of-the-art results across MTS. © 2024 IEEE.

关键词： Deep neural networks

来源：评论

学校读者我要写书评

暂无评论

Speech segmentation using divergence algorithm with zero crossing property

Speech segmentation using divergence algorithm with zero cro...

引用

International Conference on computer and Information Technology

作者： Salam, M.S. Mohamad, Dzulkifli Salleh, S.H. Faculty of Computer Science and Information System Universiti Teknologi Malaysia Malaysia Faculty of Biomedical Engineering and Health Science Universiti Teknologi Malaysia Malaysia

ISBN: (纸本)9781424484973

Divergence algorithm is a statistical segmentation approach which finds segmentation point via detection of abrupt changes without any previous information of the acoustic signal. The approach could get high match of segmentation but also gives a lot of false segmentation points. This work introduced a property based on the usage of Zero Crossing Rate (ZCR) in enhancing segmentation by divergence algorithm. The work starts via optimizing divergence algorithm segmentation performance via parameters tuning. Then the proposed property based on ZCR is applied to divergence algorithm to reduce insertion points. The results of tuning divergence parameters achieved match rate of 99.4% at time tolerance of 0.09 seconds with 69% insertion rate occurrences in comparisons to reference points. The result in applying the introduced ZCR property to divergence algorithm shows that tuning of some ZCR property parameters could reduce insertion between 4% to 45%. However, it would also reduce the match rate. Nevertheless, the method could reduced insertion rate by 5.5% while maintaining match rate of 99.4%. ©2010 IEEE.

关键词： Parameter estimation

来源：评论

学校读者我要写书评

暂无评论

Distributed real-equipment testing for the mobile communications services

Distributed real-equipment testing for the mobile communicat...

引用

2011 10th RoEduNet International Conference on Networking in Education and Research, RoEduNet 2011

作者： Cazacu, Virgil Iuga, Laura Balan, Titus Sandu, Florin Siemens Program and System Engineering Brasov Romania Faculty of Electrical Engineering and Computer Science Transilvania University Brasov Romania

ISBN: (纸本)9781457712333

The test activities performed during the life cycle of the telecommunication service development ensure the service quality and stability so necessary to achieve the maximum availability and reliability. The paper presents authors' contribution to remote and distributed testing for mobile communications services based on cloud computing assets and paradigms. The access solutions to the test methods were implemented for the GSM and GSM-R (Global system for Mobile - Railways) related Intelligent Networks services. The scalability and flexibility of the architecture allows to the proposed solution to be used, for both the production and the educational environments, to access the resources located on the different sites for the tests purpose. The concept of the remote test solution and the practical examples based on the remote tests with real equipments are presented in this paper. © 2011 IEEE.

关键词： Equipment testing

来源：评论

学校读者我要写书评

暂无评论

A method of haptic interaction for hoto-retouch tools

A method of haptic interaction for hoto-retouch tools

引用

2007 IEEE International Conference on systems, Man, and Cybernetics, SMC 2007

作者： Kagawa, Tsuneo Shimamura, Naoki Nishino, Hiroaki Utsumiya, Kouichi Faculty of Engineering Computer Science and Intelligent System Oita University 700 Dannoharu Oita City Japan

ISBN: (纸本)1424409918

Virtual reality technologies become very popular for many users. Advanced force feedback devices can realize tactile sensation in the virtual space. These devices are expected to bring advanced interactions between human and computer. On the other hand, photo retouch or painting softwares are also very popular. However, they can not always use these tools easily because operation are very complicated. In this paper, we discuss about a new advanced retouch tool with haptic (force feedback) interfaces. Users can utilise additional haptic information for image processing. By using a prototype of this tool, we discuss about a method of haptic rendering and display for image features. © 2007 IEEE.

关键词： Virtual reality

来源：评论

学校读者我要写书评

暂无评论

The Development of Self-Service Application at Martabak Air Mancur Restaurant 4

The Development of Self-Service Application at Martabak Air ...

引用

4th International Conference on Computing and Applied Informatics 2019, ICCAI 2019

作者： Sagala, N.T.M. Andreas Putro, E. Department of Information System Faculty of Engineering and Computer Science Krida Wacana Christian University Jakarta Indonesia

The amount of time spent in requesting and waiting for the meal in Martabak Air Mancur restaurant may permanently multiply the number of customers in the line waiting especially during peak hours and on weekend. It will affect the quality service of the restaurant and the loyalty of the customer. From the observation, most of the customers spent a great deal of time making an order when faced with many proportionate choices. The study proposed a system by using self-service technology and the waterfall model. In the beginning, the time needed from making an order to finishing the payment is 15 minutes. The system built can reduce the transaction time to 10 minutes. © Published under licence by IOP Publishing Ltd.

关键词： Sales

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：