Appl. Comput. Intell. Soft Comput.最新文献_第5页

Two-stage meta-heuristic for part-packing and build-scheduling problem in parallel additive manufacturing 并行增材制造中零件包装与制造调度问题的两阶段元启发式算法

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-02-01 DOI: 10.2139/ssrn.4113619

Seung Jae Lee, B. Kim

引用次数: 5

Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes 通过发展可解释的1型糖尿病模型减少高风险血糖预测误差

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-02-01 DOI: 10.2139/ssrn.4189444

Antonio Della Cioppa, I. D. Falco, T. Koutny, U. Scafuri, Martin Ubl, E. Tarantino

引用次数: 3

AVFakeNet: A unified end-to-end Dense Swin Transformer deep learning model for audio-visual deepfakes detection AVFakeNet:用于视听深度伪造检测的统一端到端Dense Swin Transformer深度学习模型

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-02-01 DOI: 10.2139/ssrn.4216427

Hafsa Ilyas, A. Javed, K. Malik

引用次数: 21

An integrated interval type-2 fuzzy rough technique for emergency decision making 一种综合区间2型模糊粗糙应急决策技术

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-02-01 DOI: 10.2139/ssrn.4237366

Ze-hui Chen, Wen Luo

引用次数: 4

Ship weather routing featuring w-MOEA/D and uncertainty handling 具有w-MOEA/D和不确定性处理功能的船舶气象航路

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-02-01 DOI: 10.2139/ssrn.4250967

R. Szlapczynski, J. Szlapczynska, R. Vettor

引用次数: 2

Requirements Practices and Gaps When Engineering Human-Centered Artificial Intelligence Systems 设计以人为中心的人工智能系统时的需求、实践和差距

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-01-25 DOI: 10.48550/arXiv.2301.10404

Khlood Ahmad, Mohamed Almorsy, Chetan Arora, Muneera Bano, John C. Grundy

{"title":"Requirements Practices and Gaps When Engineering Human-Centered Artificial Intelligence Systems","authors":"Khlood Ahmad, Mohamed Almorsy, Chetan Arora, Muneera Bano, John C. Grundy","doi":"10.48550/arXiv.2301.10404","DOIUrl":"https://doi.org/10.48550/arXiv.2301.10404","url":null,"abstract":"[Context] Engineering Artificial Intelligence (AI) software is a relatively new area with many challenges, unknowns, and limited proven best practices. Big companies such as Google, Microsoft, and Apple have provided a suite of recent guidelines to assist engineering teams in building human-centered AI systems. [Objective] The practices currently adopted by practitioners for developing such systems, especially during Requirements Engineering (RE), are little studied and reported to date. [Method] This paper presents the results of a survey conducted to understand current industry practices in RE for AI (RE4AI) and to determine which key human-centered AI guidelines should be followed. Our survey is based on mapping existing industrial guidelines, best practices, and efforts in the literature. [Results] We surveyed 29 professionals and found most participants agreed that all the human-centered aspects we mapped should be addressed in RE. Further, we found that most participants were using UML or Microsoft Office to present requirements. [Conclusion] We identify that most of the tools currently used are not equipped to manage AI-based software, and the use of UML and Office may pose issues to the quality of requirements captured for AI. Also, all human-centered practices mapped from the guidelines should be included in RE.","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"6 1","pages":"110421"},"PeriodicalIF":0.0,"publicationDate":"2023-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89300019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

Machine Learning-Based Ransomware Classification of Bitcoin Transactions 基于机器学习的比特币交易勒索软件分类

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-01-23 DOI: 10.1155/2023/6274260

S. Alsaif

引用次数: 4

Chemical Reaction Optimization for Minimum Weight Dominating Set 最小权值支配集的化学反应优化

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-01-11 DOI: 10.1155/2023/9640807

Pritam Khan Boni, Md. Rafiqul Islam

{"title":"Chemical Reaction Optimization for Minimum Weight Dominating Set","authors":"Pritam Khan Boni, Md. Rafiqul Islam","doi":"10.1155/2023/9640807","DOIUrl":"https://doi.org/10.1155/2023/9640807","url":null,"abstract":"Dominating set of a graph can be defined as the set of vertices that can cover all other vertices of the graph. The minimum weight dominating set (MWDS) is the minimum number of vertices in the dominating set with minimum total weight. In recent times, the chemical reaction optimization algorithm (CRO) has shown its supremacy in solving these types of problems. Therefore in this paper, a novel approach based on CRO has been proposed to solve the MWDS problem. The proposed method uses a repair-based technique to generate a molecule. To make the solution feasible by covering all vertices and to get better results, three supporting operators are implemented along with the CRO operators. Besides this, two repair operators are introduced. In the first repair operator, the searching procedure works based on the scaling properties of vertices, and the second one is a unique method for eliminating common neighbors of vertices of the dominating set. The performance of the proposed method is better than any other existing related algorithms. The performance is measured from different graphs of the benchmark datasets. It can be mentioned that the proposed method takes minimal running time to obtain the minimum weight compared to other benchmark methods.","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"18 1","pages":"9640807:1-9640807:27"},"PeriodicalIF":0.0,"publicationDate":"2023-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78940648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Epireflections in the category of T0 stratified Q-cotopological spaces T0层q -拓扑空间范畴中的Epireflections

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-01-09 DOI: 10.1007/s00500-022-07809-y

Bin Zhao, Yujing Zhang

引用次数: 0

A Fuzzy AHP-based approach for prioritization of cost overhead factors in agile software development 基于模糊层次分析法的敏捷软件开发中成本开销因素优先排序方法

Appl. Comput. Intell. Soft Comput. Pub Date : 2023-01-01 DOI: 10.2139/ssrn.4237372

Syed Abu Saeed, Saif Ur Rehman Khan, A. Mashkoor

引用次数: 4