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  • Article
  • Open Access
764 Citations
105,413 Views
21 Pages

8 May 2023

In recent years, the rise of advanced artificial intelligence technologies has had a profound impact on many fields, including education and research. One such technology is ChatGPT, a powerful large language model developed by OpenAI. This technolog...

  • Article
  • Open Access
573 Citations
315,683 Views
23 Pages

13 May 2023

The world’s primary modes of transportation are facing two major problems: rising oil costs and increasing carbon emissions. As a result, electric vehicles (EVs) are gaining popularity as they are independent of oil and do not produce greenhous...

  • Review
  • Open Access
504 Citations
166,682 Views
33 Pages

13 June 2023

The use of artificial intelligence (AI) is becoming more prevalent across industries such as healthcare, finance, and transportation. Artificial intelligence is based on the analysis of large datasets and requires a continuous supply of high-quality...

  • Review
  • Open Access
462 Citations
61,815 Views
17 Pages

28 April 2023

Transformers are models that implement a mechanism of self-attention, individually weighting the importance of each part of the input data. Their use in image classification tasks is still somewhat limited since researchers have so far chosen Convolu...

  • Review
  • Open Access
350 Citations
98,377 Views
47 Pages

12 January 2024

Integrating Artificial Intelligence (AI) in healthcare represents a transformative shift with substantial potential for enhancing patient care. This paper critically examines this integration, confronting significant ethical, legal, and technological...

  • Article
  • Open Access
326 Citations
95,680 Views
15 Pages

31 May 2023

International students face unique challenges in pursuing higher education in a foreign country. To address these challenges and enhance their academic experience, higher education institutions are increasingly exploring the use of artificial intelli...

  • Review
  • Open Access
245 Citations
114,790 Views
35 Pages

20 January 2024

Predictive maintenance (PdM) is a policy applying data and analytics to predict when one of the components in a real system has been destroyed, and some anomalies appear so that maintenance can be performed before a breakdown takes place. Using cutti...

  • Article
  • Open Access
244 Citations
63,734 Views
20 Pages

Crop Prediction Model Using Machine Learning Algorithms

  • Ersin Elbasi,
  • Chamseddine Zaki,
  • Ahmet E. Topcu,
  • Wiem Abdelbaki,
  • Aymen I. Zreikat,
  • Elda Cina,
  • Ahmed Shdefat and
  • Louai Saker

16 August 2023

Machine learning applications are having a great impact on the global economy by transforming the data processing method and decision making. Agriculture is one of the fields where the impact is significant, considering the global crisis for food sup...

  • Article
  • Open Access
232 Citations
54,066 Views
12 Pages

27 February 2023

Artificial intelligence (AI) technologies are used in many dimensions of our lives, including education. Motivated by the increasing use of AI technologies and the current state of the art, this study examines research on AI from the perspective of o...

  • Review
  • Open Access
210 Citations
18,194 Views
27 Pages

6 March 2023

Fourier-transform infrared (FTIR) spectroscopy is a fast and simple technique for functional group identification. This work provides a review and insight into the application and interpretation of FTIR spectroscopy for cementitious binders that comp...

  • Review
  • Open Access
198 Citations
66,970 Views
21 Pages

3 April 2023

Sentiment analysis is a critical subfield of natural language processing that focuses on categorizing text into three primary sentiments: positive, negative, and neutral. With the proliferation of online platforms where individuals can openly express...

  • Article
  • Open Access
190 Citations
32,523 Views
21 Pages

5 December 2023

Object detection remains a pivotal aspect of remote sensing image analysis, and recent strides in Earth observation technology coupled with convolutional neural networks (CNNs) have propelled the field forward. Despite advancements, challenges persis...

  • Review
  • Open Access
184 Citations
66,800 Views
42 Pages

1 March 2024

Natural language processing (NLP) has significantly transformed in the last decade, especially in the field of language modeling. Large language models (LLMs) have achieved SOTA performances on natural language understanding (NLU) and natural languag...

  • Review
  • Open Access
181 Citations
90,085 Views
39 Pages

Review on Wearable Technology in Sports: Concepts, Challenges and Opportunities

  • Ahmet Çağdaş Seçkin,
  • Bahar Ateş and
  • Mine Seçkin

17 September 2023

Wearable technology is increasingly vital for improving sports performance through real-time data analysis and tracking. Both professional and amateur athletes rely on wearable sensors to enhance training efficiency and competition outcomes. However,...

  • Article
  • Open Access
174 Citations
19,020 Views
22 Pages

ChatGPT Challenges Blended Learning Methodologies in Engineering Education: A Case Study in Mathematics

  • Luis M. Sánchez-Ruiz,
  • Santiago Moll-López,
  • Adolfo Nuñez-Pérez,
  • José Antonio Moraño-Fernández and
  • Erika Vega-Fleitas

14 May 2023

This research aims to explore the potential impact of the ChatGPT on b-learning methodologies in engineering education, specifically in mathematics. The study focuses on how the use of these artificial intelligence tools can affect the acquisition of...

  • Review
  • Open Access
170 Citations
52,337 Views
58 Pages

2 August 2023

Electric vehicles (EVs) are universally recognized as an incredibly effective method of lowering gas emissions and dependence on oil for transportation. Electricity, rather than more traditional fuels like gasoline or diesel, is used as the main sour...

  • Review
  • Open Access
150 Citations
21,535 Views
28 Pages

20 April 2023

Industrialization and population growth have significantly increased the demand for lightweight, high-strength materials for construction and automotive applications, ultimately increasing the demand for eco-friendly materials. Due to its environment...

  • Review
  • Open Access
149 Citations
42,644 Views
42 Pages

26 February 2023

Ceramic matrix materials have attracted great attention from researchers and industry due to their material properties. When used in engineering systems, and especially in aero-engine applications, they can result in reduced weight, higher temperatur...

  • Review
  • Open Access
146 Citations
44,314 Views
36 Pages

Machine Learning Methods in Weather and Climate Applications: A Survey

  • Liuyi Chen,
  • Bocheng Han,
  • Xuesong Wang,
  • Jiazhen Zhao,
  • Wenke Yang and
  • Zhengyi Yang

3 November 2023

With the rapid development of artificial intelligence, machine learning is gradually becoming popular for predictions in all walks of life. In meteorology, it is gradually competing with traditional climate predictions dominated by physical models. T...

  • Review
  • Open Access
140 Citations
22,599 Views
34 Pages

A Survey on Visual Mamba

  • Hanwei Zhang,
  • Ying Zhu,
  • Dan Wang,
  • Lijun Zhang,
  • Tianxiang Chen,
  • Ziyang Wang and
  • Zi Ye

28 June 2024

State space models (SSM) with selection mechanisms and hardware-aware architectures, namely Mamba, have recently shown significant potential in long-sequence modeling. Since the complexity of transformers’ self-attention mechanism is quadratic...

  • Article
  • Open Access
138 Citations
24,151 Views
27 Pages

Machine Learning Techniques to Detect a DDoS Attack in SDN: A Systematic Review

  • Tariq Emad Ali,
  • Yung-Wey Chong and
  • Selvakumar Manickam

2 March 2023

The recent advancements in security approaches have significantly increased the ability to identify and mitigate any type of threat or attack in any network infrastructure, such as a software-defined network (SDN), and protect the internet security a...

  • Review
  • Open Access
135 Citations
28,993 Views
25 Pages

Deep Learning-Based ECG Arrhythmia Classification: A Systematic Review

  • Qiao Xiao,
  • Khuan Lee,
  • Siti Aisah Mokhtar,
  • Iskasymar Ismail,
  • Ahmad Luqman bin Md Pauzi,
  • Qiuxia Zhang and
  • Poh Ying Lim

14 April 2023

Deep learning (DL) has been introduced in automatic heart-abnormality classification using ECG signals, while its application in practical medical procedures is limited. A systematic review is performed from perspectives of the ECG database, preproce...

  • Article
  • Open Access
132 Citations
18,982 Views
34 Pages

Effective Class-Imbalance Learning Based on SMOTE and Convolutional Neural Networks

  • Javad Hassannataj Joloudari,
  • Abdolreza Marefat,
  • Mohammad Ali Nematollahi,
  • Solomon Sunday Oyelere and
  • Sadiq Hussain

21 March 2023

Imbalanced Data (ID) is a problem that deters Machine Learning (ML) models from achieving satisfactory results. ID is the occurrence of a situation where the quantity of the samples belonging to one class outnumbers that of the other by a wide margin...

  • Review
  • Open Access
131 Citations
19,185 Views
16 Pages

Digital Twins: The New Frontier for Personalized Medicine?

  • Michaela Cellina,
  • Maurizio Cè,
  • Marco Alì,
  • Giovanni Irmici,
  • Simona Ibba,
  • Elena Caloro,
  • Deborah Fazzini,
  • Giancarlo Oliva and
  • Sergio Papa

6 July 2023

Digital twins are virtual replicas of physical objects or systems. This new technology is increasingly being adopted in industry to improve the monitoring and efficiency of products and organizations. In healthcare, digital human twins (DHTs) represe...

  • Review
  • Open Access
131 Citations
58,091 Views
33 Pages

22 November 2023

Scanning electron microscopy (SEM) is a powerful tool in the domains of materials science, mining, and geology owing to its enormous potential to provide unique insight into micro and nanoscale worlds. This comprehensive review discusses the backgrou...

  • Review
  • Open Access
125 Citations
60,794 Views
26 Pages

4 December 2023

We are currently witnessing an unprecedented era of digital transformation in sports, driven by the revolutions in Artificial Intelligence (AI), Virtual Reality (VR), Augmented Reality (AR), and Data Visualization (DV). These technologies hold the pr...

  • Review
  • Open Access
121 Citations
29,679 Views
34 Pages

Overview on Intrusion Detection Systems Design Exploiting Machine Learning for Networking Cybersecurity

  • Pierpaolo Dini,
  • Abdussalam Elhanashi,
  • Andrea Begni,
  • Sergio Saponara,
  • Qinghe Zheng and
  • Kaouther Gasmi

25 June 2023

The Intrusion Detection System (IDS) is an effective tool utilized in cybersecurity systems to detect and identify intrusion attacks. With the increasing volume of data generation, the possibility of various forms of intrusion attacks also increases....

  • Article
  • Open Access
118 Citations
69,225 Views
23 Pages

Artificial Intelligence Enabled Project Management: A Systematic Literature Review

  • Ianire Taboada,
  • Abouzar Daneshpajouh,
  • Nerea Toledo and
  • Tharaka de Vass

17 April 2023

In the Industry 5.0 era, companies are leveraging the potential of cutting-edge technologies such as artificial intelligence for more efficient and green human-centric production. In a similar approach, project management would benefit from artificia...

  • Article
  • Open Access
115 Citations
12,643 Views
16 Pages

HDLNIDS: Hybrid Deep-Learning-Based Network Intrusion Detection System

  • Emad Ul Haq Qazi,
  • Muhammad Hamza Faheem and
  • Tanveer Zia

14 April 2023

Attacks on networks are currently the most pressing issue confronting modern society. Network risks affect all networks, from small to large. An intrusion detection system must be present for detecting and mitigating hostile attacks inside networks....

  • Review
  • Open Access
114 Citations
57,017 Views
33 Pages

13 September 2023

This article provides a comprehensive overview of the fairness issues in artificial intelligence (AI) systems, delving into its background, definition, and development process. The article explores the fairness problem in AI through practical applica...

  • Review
  • Open Access
112 Citations
55,267 Views
17 Pages

Artificial Intelligence in Agriculture: Benefits, Challenges, and Trends

  • Rosana Cavalcante de Oliveira and
  • Rogério Diogne de Souza e Silva

22 June 2023

The world’s population has reached 8 billion and is projected to reach 9.7 billion by 2050, increasing the demand for food production. Artificial intelligence (AI) technologies that optimize resources and increase productivity are vital in an e...

  • Article
  • Open Access
108 Citations
4,421 Views
26 Pages

Efficient Feature Selection Using Weighted Superposition Attraction Optimization Algorithm

  • Narayanan Ganesh,
  • Rajendran Shankar,
  • Robert Čep,
  • Shankar Chakraborty and
  • Kanak Kalita

2 March 2023

As the volume of data generated by information systems continues to increase, machine learning (ML) techniques have become essential for the extraction of meaningful insights. However, the sheer volume of data often causes these techniques to become...

  • Article
  • Open Access
103 Citations
13,255 Views
29 Pages

1 August 2023

The concept of smart and connected healthcare has emerged in response to the growing demand for the improvement of healthcare systems and the increasing prevalence of chronic diseases. Looking towards the future, smart healthcare holds great potentia...

  • Review
  • Open Access
101 Citations
15,188 Views
44 Pages

8 November 2023

This paper offers a comprehensive overview of machine learning (ML) methodologies and algorithms, highlighting their practical applications in the critical domain of water resource management. Environmental issues, such as climate change and ecosyste...

  • Article
  • Open Access
101 Citations
22,024 Views
36 Pages

Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multimodal Proficiency

  • Sakib Shahriar,
  • Brady D. Lund,
  • Nishith Reddy Mannuru,
  • Muhammad Arbab Arshad,
  • Kadhim Hayawi,
  • Ravi Varma Kumar Bevara,
  • Aashrith Mannuru and
  • Laiba Batool

3 September 2024

As large language models (LLMs) continue to advance, evaluating their comprehensive capabilities becomes significant for their application in various fields. This research study comprehensively evaluates the language, vision, speech, and multimodal c...

  • Review
  • Open Access
100 Citations
29,101 Views
39 Pages

A Comprehensive Review on the Role of Artificial Intelligence in Power System Stability, Control, and Protection: Insights and Future Directions

  • Ibrahim Alhamrouni,
  • Nor Hidayah Abdul Kahar,
  • Mohaned Salem,
  • Mahmood Swadi,
  • Younes Zahroui,
  • Dheyaa Jasim Kadhim,
  • Faisal A. Mohamed and
  • Mohammad Alhuyi Nazari

17 July 2024

This review comprehensively examines the burgeoning field of intelligent techniques to enhance power systems’ stability, control, and protection. As global energy demands increase and renewable energy sources become more integrated, maintaining...

  • Opinion
  • Open Access
99 Citations
16,298 Views
25 Pages

10 April 2023

Three-dimensional scanning and 3D printing have become increasingly important tools in the field of cultural heritage. Three-dimensional scanning is used to create detailed digital models of cultural heritage sites, artifacts, and monuments, which ca...

  • Review
  • Open Access
97 Citations
13,032 Views
15 Pages

A Brief Review of Machine Learning Algorithms in Forest Fires Science

  • Ramez Alkhatib,
  • Wahib Sahwan,
  • Anas Alkhatieb and
  • Brigitta Schütt

17 July 2023

Due to the harm forest fires cause to the environment and the economy as they occur more frequently around the world, early fire prediction and detection are necessary. To anticipate and discover forest fires, several technologies and techniques were...

  • Article
  • Open Access
96 Citations
12,733 Views
21 Pages

Deep Learning Algorithms to Identify Autism Spectrum Disorder in Children-Based Facial Landmarks

  • Hasan Alkahtani,
  • Theyazn H. H. Aldhyani and
  • Mohammed Y. Alzahrani

12 April 2023

People with autistic spectrum disorders (ASDs) have difficulty recognizing and engaging with others. The symptoms of ASD may occur in a wide range of situations. There are numerous different types of functions for people with an ASD. Although it may...

  • Review
  • Open Access
95 Citations
21,315 Views
37 Pages

Recent Trends and Progress in Corrosion Inhibitors and Electrochemical Evaluation

  • Kiran Bijapur,
  • Vandana Molahalli,
  • Apoorva Shetty,
  • Arafat Toghan,
  • Paola De Padova and
  • Gurumurthy Hegde

7 September 2023

Science and engineering research studies are currently concentrating on synthesizing, designing, producing, and consuming ecologically benign chemical species to replace harmful chemicals. This is due to the increasing demands of conservation knowled...

  • Review
  • Open Access
95 Citations
15,663 Views
24 Pages

Progress in Energy Storage Technologies and Methods for Renewable Energy Systems Application

  • Pengyu Wei,
  • Muhammad Abid,
  • Humphrey Adun,
  • Desire Kemena Awoh,
  • Dongsheng Cai,
  • Juliana Hj Zaini and
  • Olusola Bamisile

3 May 2023

This paper provides a comprehensive review of the research progress, current state-of-the-art, and future research directions of energy storage systems. With the widespread adoption of renewable energy sources such as wind and solar power, the discou...

  • Systematic Review
  • Open Access
95 Citations
19,248 Views
18 Pages

A Systematic Literature Review of Information Security in Chatbots

  • Jing Yang,
  • Yen-Lin Chen,
  • Lip Yee Por and
  • Chin Soon Ku

23 May 2023

Chatbots have become increasingly popular in recent years, but they also present security risks and vulnerabilities that need to be addressed. This systematic literature review examines the existing research relating to information security in chatbo...

  • Review
  • Open Access
94 Citations
22,777 Views
30 Pages

17 February 2024

In recent years, the use of magnetic nanoparticles (MNPs) in biomedical applications has gained more and more attention. Their unusual properties make them ideal candidates for the advancement of diagnosis, therapy, and imaging applications. This rev...

  • Article
  • Open Access
93 Citations
26,718 Views
15 Pages

Speech Emotion Recognition through Hybrid Features and Convolutional Neural Network

  • Ala Saleh Alluhaidan,
  • Oumaima Saidani,
  • Rashid Jahangir,
  • Muhammad Asif Nauman and
  • Omnia Saidani Neffati

10 April 2023

Speech emotion recognition (SER) is the process of predicting human emotions from audio signals using artificial intelligence (AI) techniques. SER technologies have a wide range of applications in areas such as psychology, medicine, education, and en...

  • Review
  • Open Access
93 Citations
20,440 Views
27 Pages

Production of Biogas and Biomethane as Renewable Energy Sources: A Review

  • Debora Mignogna,
  • Paolo Ceci,
  • Claudia Cafaro,
  • Giulia Corazzi and
  • Pasquale Avino

12 September 2023

An economy based on renewable energy sources is the hallmark of responsible companies. Climate policy and energy crisis commitments have led to a search for alternative ways to produce energy. Bioenergy is considered the most consistent renewable ene...

  • Review
  • Open Access
91 Citations
15,857 Views
38 Pages

Exploring the Benefits and Limitations of Digital Twin Technology in Building Energy

  • Faham Tahmasebinia,
  • Lin Lin,
  • Shuo Wu,
  • Yifan Kang and
  • Samad Sepasgozar

30 July 2023

Buildings consume a significant amount of energy throughout their lifecycle; Thus, sustainable energy management is crucial for all buildings, and controlling energy consumption has become increasingly important for achieving sustainable construction...

  • Review
  • Open Access
90 Citations
21,436 Views
33 Pages

31 August 2023

The capabilities of autonomous mobile robotic systems have been steadily improving due to recent advancements in computer science, engineering, and related disciplines such as cognitive science. In controlled environments, robots have achieved relati...

  • Review
  • Open Access
90 Citations
16,329 Views
27 Pages

22 July 2023

The ideal biomaterials substitute for bone repair should possess the following characteristics: provide osteogenic, osteoinductive and osteoconductive properties; stimulate the neo-angiogenesis process; absence of antigenic, teratogenic or carcinogen...

  • Article
  • Open Access
90 Citations
22,412 Views
16 Pages

An Artificial Intelligence Approach for Improving Maintenance to Supervise Machine Failures and Support Their Repair

  • Izabela Rojek,
  • Małgorzata Jasiulewicz-Kaczmarek,
  • Mariusz Piechowski and
  • Dariusz Mikołajewski

15 April 2023

Maintenance of production equipment has a key role in ensuring business continuity and productivity. Determining the implementation time and the appropriate selection of the scope of maintenance activities are necessary not only for the operation of...

  • Review
  • Open Access
90 Citations
37,241 Views
50 Pages

Critical Review of Techniques for Food Emulsion Characterization

  • Barbara Kupikowska-Stobba,
  • Jacek Domagała and
  • Mirosław M. Kasprzak

26 January 2024

Emulsions have garnered significant attention within a variety of industries, including pharmaceuticals, food production, and cosmetics. The importance of emulsions across these sectors is attributed to their versatility and unique properties, such a...

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Appl. Sci. - ISSN 2076-3417