Search Results - "Computers (Basel)"

B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets by Nadimi-Shahraki, Mohammad H., Banaie-Dezfouli, Mahdis, Zamani, Hoda, Taghian, Shokooh, Mirjalili, Seyedali

“…Advancements in medical technology have created numerous large datasets including many features. Usually, all captured features are not necessary, and there…”
Get full text

Automated Machine Learning for Healthcare and Clinical Notes Analysis by Mustafa, Akram, Rahimi Azghadi, Mostafa

“…Machine learning (ML) has been slowly entering every aspect of our lives and its positive impact has been astonishing. To accelerate embedding ML in more…”
Get full text

Understanding of Machine Learning with Deep Learning: Architectures, Workflow, Applications and Future Directions by Taye, Mohammad Mustafa

“…In recent years, deep learning (DL) has been the most popular computational approach in the field of machine learning (ML), achieving exceptional results on a…”
Get full text

Motivation, Stress and Impact of Online Teaching on Italian Teachers during COVID-19 by Toto, Giusi Antonia, Limone, Pierpaolo

“…The use of digital technology as the only communication and relationship channel in work, school and social contexts is bringing out dynamics that are…”
Get full text

Machine Learning Approaches to Traffic Accident Analysis and Hotspot Prediction by Santos, Daniel, Saias, José, Quaresma, Paulo, Nogueira, Vítor Beires

“…Traffic accidents are one of the most important concerns of the world, since they result in numerous casualties, injuries, and fatalities each year, as well as…”
Get full text

Convolutional Neural Networks: A Survey by Krichen, Moez

“…Artificial intelligence (AI) has become a cornerstone of modern technology, revolutionizing industries from healthcare to finance. Convolutional neural…”
Get full text

An Empirical Review of Automated Machine Learning by Vaccaro, Lorenzo, Sansonetti, Giuseppe, Micarelli, Alessandro

“…In recent years, Automated Machine Learning (AutoML) has become increasingly important in Computer Science due to the valuable potential it offers. This is…”
Get full text

Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision by Corso, Marcelo Picolotto, Perez, Fabio Luis, Stefenon, Stéfano Frizzo, Yow, Kin-Choong, García Ovejero, Raúl, Leithardt, Valderi Reis Quietinho

“…Contamination on insulators may increase the surface conductivity of the insulator, and as a consequence, electrical discharges occur more frequently, which…”
Get full text

The Application of Deep Learning Algorithms for PPG Signal Processing and Classification by Esgalhado, Filipa, Fernandes, Beatriz, Vassilenko, Valentina, Batista, Arnaldo, Russo, Sara

“…Photoplethysmography (PPG) is widely used in wearable devices due to its conveniency and cost-effective nature. From this signal, several biomarkers can be…”
Get full text

Impact of the Implementation of ChatGPT in Education: A Systematic Review by Montenegro-Rueda, Marta, Fernández-Cerero, José, Fernández-Batanero, José María, López-Meneses, Eloy

“…The aim of this study is to present, based on a systematic review of the literature, an analysis of the impact of the application of the ChatGPT tool in…”
Get full text

Game-Based Learning, Gamification in Education and Serious Games by de Carvalho, Carlos Vaz, Coelho, Antonio

“…Video games have become one of the predominant forms of entertainment in our society, but they have also impacted many other of its social and cultural aspects…”
Get full text

Neural Network-Based Formula for the Buckling Load Prediction of I-Section Cellular Steel Beams by Abambres, Miguel, Rajana, Komal, Tsavdaridis, Konstantinos, Ribeiro, Tiago

“…Cellular beams are an attractive option for the steel construction industry due to their versatility in terms of strength, size, and weight. Further benefits…”
Get full text

RNN-ABC: A New Swarm Optimization Based Technique for Anomaly Detection by Qureshi, Ayyaz-Ul-Haq, Larijani, Hadi, Mtetwa, Nhamoinesu, Javed, Abbas, Ahmad, Jawad

“…The exponential growth of internet communications and increasing dependency of users upon software-based systems for most essential, everyday applications has…”
Get full text

BlendCAC: A Smart Contract Enabled Decentralized Capability-Based Access Control Mechanism for the IoT by Xu, Ronghua, Chen, Yu, Blasch, Erik, Chen, Genshe

“…While Internet of Things (IoT) technology has been widely recognized as an essential part of Smart Cities, it also brings new challenges in terms of privacy…”
Get full text

An Intelligent Computer-Aided Scheme for Classifying Multiple Skin Lesions by Hameed, Nazia, Hameed, Fozia, Shabut, Antesar, Khan, Sehresh, Cirstea, Silvia, Hossain, Alamgir

“…Skin diseases cases are increasing on a daily basis and are difficult to handle due to the global imbalance between skin disease patients and dermatologists…”
Get full text

A Systematic Review on Social Robots in Public Spaces: Threat Landscape and Attack Surface by Oruma, Samson O., Sánchez-Gordón, Mary, Colomo-Palacios, Ricardo, Gkioulos, Vasileios, Hansen, Joakim K.

“…There is a growing interest in using social robots in public spaces for indoor and outdoor applications. The threat landscape is an important research area…”
Get full text

Deep Q-Learning Based Reinforcement Learning Approach for Network Intrusion Detection by Alavizadeh, Hooman, Alavizadeh, Hootan, Jang-Jaccard, Julian

“…The rise of the new generation of cyber threats demands more sophisticated and intelligent cyber defense solutions equipped with autonomous agents capable of…”
Get full text

Improving Internet of Things (IoT) Security with Software-Defined Networking (SDN) by Al Hayajneh, Abdullah, Bhuiyan, Md Zakirul Alam, McAndrew, Ian

“…There has been an increase in the usage of Internet of Things (IoT), which has recently become a rising area of interest as it is being extensively used for…”
Get full text

Comparison of On-Policy Deep Reinforcement Learning A2C with Off-Policy DQN in Irrigation Optimization: A Case Study at a Site in Portugal by Alibabaei, Khadijeh, Gaspar, Pedro D., Assunção, Eduardo, Alirezazadeh, Saeid, Lima, Tânia M., Soares, Vasco N. G. J., Caldeira, João M. L. P.

“…Precision irrigation and optimization of water use have become essential factors in agriculture because water is critical for crop growth. The proper…”
Get full text

Developing Resilient Cyber-Physical Systems: A Review of State-of-the-Art Malware Detection Approaches, Gaps, and Future Directions by Malik, M. Imran, Ibrahim, Ahmed, Hannay, Peter, Sikos, Leslie F.

“…Cyber-physical systems (CPSes) are rapidly evolving in critical infrastructure (CI) domains such as smart grid, healthcare, the military, and…”
Get full text