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- ArticleSeptember 2024
Intelligent System and Framework for Integrating Machine Learning with Software Development for Predictive Banking Logistics
AbstractEfficient management of financial resources is vital for the sustainable operation of banks, particularly in optimizing policy acquisition to ensure liquidity and enhance financial planning. This paper introduces an intelligent decision support ...
- articleJuly 2024
The Role of DIKWP Assets in Shaping Economic Systems and Implications for an Intelligent Consultant System in Real Estate Investment
Journal of Cases on Information Technology (JCIT-IGI), Volume 26, Issue 1Pages 1–27https://doi.org/10.4018/JCIT.348968Traditional economic theory revolves around information asymmetry, where some possess more knowledge than others. However, the digital age is upending this paradigm. This research proposes a groundbreaking shift: a transition from an Asymmetric ...
- articleJune 2024
The Influence of Artificial Intelligence Technology on the Optimization of the Teaching Model of Higher Education in the Context of the Pandemic
International Journal of Cognitive Informatics and Natural Intelligence (IJCINI-IGI), Volume 18, Issue 1Pages 1–14https://doi.org/10.4018/IJCINI.343519The environment of the epidemic is a life changer for everyone, and specifically for the educational system is progress. In order to overcome the challenges in the educational system, this study proposes a new intelligent approach to teaching and ...
- research-articleAugust 2024
Plant Disease Detection Using a Hybrid Approach Based on Vision Neural Network Transformers
NISS '24: Proceedings of the 7th International Conference on Networking, Intelligent Systems and SecurityArticle No.: 5, Pages 1–6https://doi.org/10.1145/3659677.3659685Plant disease detection is one of the main challenges in the agricultural sector, acknowledged as a significant contributor to crop losses, negatively impacting food production and the global economy. In response to this issue, novel agricultural ...
- research-articleMarch 2024
Intelligent Credit Scoring: A Smart City Setting for Small and Medium Financial Institutions
ICIT '23: Proceedings of the 2023 11th International Conference on Information Technology: IoT and Smart CityPages 188–193https://doi.org/10.1145/3638985.3639016Artificial intelligence-based credit scoring methods are becoming more and more popular because of the big data revolution and recent improvements in computing capacity. Since the accuracy of credit scoring models has a significant impact on the ...
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- research-articleMay 2024
Intelligent System to Analysis of Plant Diseases using Machine Learning Techniques
ICIMMI '23: Proceedings of the 5th International Conference on Information Management & Machine IntelligenceArticle No.: 171, Pages 1–8https://doi.org/10.1145/3647444.3652478For the efficient monitoring and control of crop health, the timely and precise diagnosis of plant diseases is essential. Traditional techniques of disease diagnosis rely on visual examination by human experts, which can be laborious, arbitrary, and ...
- ArticleJanuary 2024
A GPT-Based Approach for Sentiment Analysis and Bakery Rating Prediction
Advances in Computational Intelligence. MICAI 2023 International WorkshopsPages 61–76https://doi.org/10.1007/978-3-031-51940-6_7AbstractThis paper presents a comprehensive approach to predicting the ratings of bakery establishments on diverse online platforms using natural language reviews. The study incorporates Large Language Models (LLMs) and Aspect-Based sentiment analysis to ...
- ArticleAugust 2024
Design and Development of an Intelligent Decision Support System Applied to the Diagnosis of Patients Susceptible to Heart Failure
- Antía Álvarez-Pazó,
- Laura Ceide-Sandoval,
- Manuel Casal-Guisande,
- José-Benito Bouza-Rodríguez,
- Alberto Comesaña-Campos,
- Jorge Cerqueiro-Pequeño
AbstractHeart failure (HF) is a cardiovascular disease characterized by the inability of the heart to pump the necessary amount of blood. According to the World Health Organization, cardiovascular pathologies are the leading cause of death worldwide, so ...
- ArticleAugust 2024
Proposal and Definition of a Novel Intelligent System for the Diagnosis of Bipolar Disorder Based on the Use of Quick Response Codes Containing Single Nucleotide Polymorphism Data
- Alberto Gomes Pinheira,
- Manuel Casal-Guisande,
- Alberto Comesaña-Campos,
- Inês Dutra,
- Camila Nascimento,
- Jorge Cerqueiro-Pequeño
AbstractBipolar Disorder (BD) is a chronic and severe psychiatric illness presenting with mood alterations, including manic, hypomanic, and depressive episodes. Due to the high clinical heterogeneity and lack of biological validation, both treatment and ...
- ArticleJanuary 2024
The Efficiency Optimization Study of a Geophysical Code on Manycore Computing Architectures
AbstractIn this paper, on the example of finite difference solving the problem of seismic wave propagation in elastic 3D media the features of the development and optimization of parallel codes for various multicore architectures (Intel Broadwell, Knights ...
- articleJune 2023
Intelligent System of Internet of Things-Oriented BIM in Project Management
International Journal of Information Technologies and Systems Approach (IJITSA-IGI), Volume 16, Issue 3Pages 1–14https://doi.org/10.4018/IJITSA.323803At present, edge computing is more and more widely used in the development process of various industries. With the stable development of social industrial structure, the development scale of enterprises is gradually expanding, the project production ...
- research-articleMarch 2023
N-GKLS: An NMPC problem generator and a test platform for NMPC solvers
Expert Systems with Applications: An International Journal (EXWA), Volume 214, Issue Chttps://doi.org/10.1016/j.eswa.2022.119029Highlights- N-GKLS can generate NMPC problems based on user-defined parameters.
- Optimal-...
Nonlinear Model Predictive Control (NMPC) solves a series of optimization problems online during the entire operational time of the controlled plant, and the performance of NMPC depends on the superiority of the solver embedded in ...
- articleFebruary 2023
Smart Sports Outward Bound Training Assistant System Based on WSNs
International Journal of Distributed Systems and Technologies (IJDST-IGI), Volume 14, Issue 2Pages 1–11https://doi.org/10.4018/IJDST.317939The outward-bound training has been a popular manner to exercise in daily life. However, there lacks an intelligent assistant system to monitor the real-time status of users to avoid accidents during training. In order to fill this gap, this paper ...
- research-articleJanuary 2023
Using Artificial Intelligence Tools in the Judicial Domain and the Evaluation of their Impact on the Prediction of Judgments
Procedia Computer Science (PROCS), Volume 220, Issue CPages 1021–1026https://doi.org/10.1016/j.procs.2023.03.142AbstractIn this article, we present a survey of using artificial intelligence tools and measure their impact on the performance of the judicial system. We study its methods, its challenges, and its potential impacts, as well as its famous applications. ...
- research-articleJanuary 2023
An Architecture Proposal for Noncommunicable Diseases Prevention
Procedia Computer Science (PROCS), Volume 220, Issue CPages 820–825https://doi.org/10.1016/j.procs.2023.03.109AbstractNoncommunicable Diseases (NCDs) are a leading global health challenge, causing 41 million deaths per year. Risk factors include genetics, environmental factors, and lifestyle choices. Adopting healthy lifestyles can prevent or delay the onset of ...
- research-articleNovember 2022JUST ACCEPTED
Comparative Study on the Teaching of Japanese Listening and Speaking in the Language Room of Teachers' Intelligent Multimedia Systems in Chinese and Foreign Universities
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3533315With the popularization of computers and various mobile intelligent terminals, intelligent multimedia teaching systems with learners as the main body are more and more favored by learners, which affects and changes the methods and modes of Japanese ...
- articleJune 2022
Unsupervised Learning and Online Anomaly Detection: An On-Condition Log-Based Maintenance System
International Journal of Embedded and Real-Time Communication Systems (IJERTCS-IGI), Volume 13, Issue 1Pages 1–16https://doi.org/10.4018/IJERTCS.302112The Large Hadron Collider (LHC) demands a huge amount of computing resources to deal with petabytes of data generated from High Energy Physics (HEP) experiments and user logs, which report user activity within the supporting Worldwide LHC Computing ...
- articleMarch 2022
A Scalable Real-Time Agent-Based Information Retrieval Engine
International Journal of Software Innovation (IJSI), Volume 10, Issue 1Pages 1–14https://doi.org/10.4018/IJSI.292022In distributed information retrieval systems, information in web should be ranked based on a combination of multiple features. Linear combination of ranks has been the dominant approach due to its simplicity and efficiency. Such a combination scheme ...
- extended-abstractSeptember 2021
Workshop for designing biofeedback of driver’s state and emotion in automated vehicles
- Marine Capallera,
- Quentin Meteier,
- Kevin Koch,
- Markus Funk,
- Mira El Kamali,
- Karl Daher,
- Omar Abou Khaled,
- Elena Mugellini
AutomotiveUI '21 Adjunct: 13th International Conference on Automotive User Interfaces and Interactive Vehicular ApplicationsPages 171–174https://doi.org/10.1145/3473682.3477439Different drivers’ states and emotions can affect negatively the driving performance. Recent advances in affective computing now give the opportunity to measure the users’ state or emotions using various sources of data such as physiological signals or ...
- research-articleJune 2021
Second Chance for a First Impression? Trust Development in Intelligent System Interaction
UMAP '21: Proceedings of the 29th ACM Conference on User Modeling, Adaptation and PersonalizationPages 77–87https://doi.org/10.1145/3450613.3456817There is a growing use of intelligent systems to support human decision-making across several domains. Trust in intelligent systems, however, is pivotal in shaping their widespread adoption. Little is currently understood about how trust in an ...