Research Article Hub

Explore the latest peer-reviewed research with AI-generated summaries, key findings, and insights for easy understanding. All content is legally sourced from academic metadata with links to original papers.

2,222Articles
5Disciplines
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🤖 Artificial Intelligence OpenAlex

A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

📅 Nov 2021 👤 Jie Gui, Zhenan Sun, Yonggang Wen et al. 📊 1,158 citations

Generative adversarial networks (GANs) have recently become a hot research topic; however, they have been studied since 2014, and a large number of algorithms have been proposed. Second, theoretical i...

🤖 Artificial Intelligence OpenAlex

Review of Image Classification Algorithms Based on Convolutional Neural Networks

📅 Nov 2021 👤 Leiyu Chen, Shaobo Li, Qiang Bai et al. 📊 739 citations

Image classification has always been a hot research direction in the world, and the emergence of deep learning has promoted the development of this field. Along the way, we analyze (1) the basic struc...

🤖 Artificial Intelligence OpenAlex

Whole-cell segmentation of tissue images with human-level performance using large-scale data annotat...

📅 Nov 2021 👤 Noah F. Greenwald, Geneva Miller, Erick Moen et al. 📊 904 citations

This research explores Whole-cell segmentation of tissue images with human-level pe..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Explainable artificial intelligence: a comprehensive review

📅 Nov 2021 👤 Dang Lien Minh, Hanxiang Wang, Yanfen Li et al. 📊 861 citations

This research explores Explainable artificial intelligence: a comprehensive review, contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond

📅 Nov 2021 👤 Tsan‐Ming Choi, Subodha Kumar, Xiaohang Yue et al. 📊 612 citations

In the Industry 4.0 era, automation and data analytics emerge as the major forces to enhance efficiency in operations management (OM). is proposed and the roles played by policy makers are also discus...

🤖 Artificial Intelligence OpenAlex

New tools for automated cryo-EM single-particle analysis in RELION-4.0

📅 Nov 2021 👤 Dari Kimanius, Liyi Dong, Grigory Sharov et al. 📊 1,165 citations

We describe new tools for the processing of electron cryo-microscopy (cryo-EM) images in the fourth major release of the RELION software. The new tools are aimed at providing fast and robust procedure...

🤖 Artificial Intelligence OpenAlex

Atomistic Line Graph Neural Network for improved materials property predictions

📅 Nov 2021 👤 Kamal Choudhary, Brian DeCost 📊 688 citations

Abstract Graph neural networks (GNN) have been shown to provide substantial performance improvements for atomistic material representation and modeling compared with descriptor-based machine learning...

🤖 Artificial Intelligence OpenAlex

Multi-sensor information fusion based on machine learning for real applications in human activity re...

📅 Nov 2021 👤 Sen Qiu, Hongkai Zhao, Nan Jiang et al. 📊 649 citations

This research explores Multi-sensor information fusion based on machine learning fo..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Horizontal gene transfer and adaptive evolution in bacteria

📅 Nov 2021 👤 Brian J. Arnold, I-Ting Huang, William P. Hanage 📊 840 citations

This research explores Horizontal gene transfer and adaptive evolution in bacteria, contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Soft actuators for real-world applications

📅 Nov 2021 👤 Meng Li, Aniket Pal, Amirreza Aghakhani et al. 📊 816 citations

Inspired by physically adaptive, agile, reconfigurable and multifunctional soft-bodied animals and human muscles, soft actuators have been developed for a variety of applications, including soft gripp...

🤖 Artificial Intelligence OpenAlex

Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications

📅 Nov 2021 👤 Weiguo Zhao, Liying Wang, Seyedali Mirjalili 📊 925 citations

This research explores Artificial hummingbird algorithm: A new bio-inspired optimiz..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

A General Survey on Attention Mechanisms in Deep Learning

📅 Nov 2021 👤 Gianni Brauwers, Flavius Frăsincar 📊 636 citations

Attention is an important mechanism that can be employed for a variety of deep learning models across many different domains and tasks. Additionally, the various measures for evaluating attention mode...

🤖 Artificial Intelligence OpenAlex

Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications

📅 Nov 2021 👤 Khaled B. Letaief, Yuanming Shi, Jianmin Lu et al. 📊 726 citations

The thriving of artificial intelligence (AI) applications is driving the further evolution of wireless networks. New design principles of wireless networks, service-driven resource allocation optimiza...

🤖 Artificial Intelligence OpenAlex

Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer

📅 Nov 2021 👤 Laith Abualigah, Mohamed Abd Elaziz, Putra Sumari et al. 📊 1,386 citations

This research explores Reptile Search Algorithm (RSA): A nature-inspired meta-heuri..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Bakta: rapid and standardized annotation of bacterial genomes via alignment-free sequence identifica...

📅 Nov 2021 👤 Oliver Schwengers, Lukas Jelonek, Marius Alfred Dieckmann et al. 📊 1,317 citations

Command-line annotation software tools have continuously gained popularity compared to centralized online services due to the worldwide increase of sequenced bacterial genomes. It is freely available...

🤖 Artificial Intelligence OpenAlex

Artificial Neural Networks Based Optimization Techniques: A Review

📅 Nov 2021 👤 Maher G. M. Abdolrasol, S. M. Suhail Hussain, Taha Selim Ustun et al. 📊 707 citations

In the last few years, intensive research has been done to enhance artificial intelligence (AI) using optimization techniques. This paper includes some results for improving the ANN performance by PSO...

🤖 Artificial Intelligence OpenAlex

Annual Research Review: Shifting from ‘normal science’ to neurodiversity in autism science

📅 Nov 2021 👤 Elizabeth Pellicano, Jacquiline den Houting 📊 628 citations

Since its initial description, the concept of autism has been firmly rooted within the conventional medical paradigm of child psychiatry. We then outline the ways in which fundamental elements of the...

🤖 Artificial Intelligence OpenAlex

Artificial intelligence: A powerful paradigm for scientific research

📅 Oct 2021 👤 Yongjun Xu, Xin Liu, Xin Cao et al. 📊 1,580 citations

Y Artificial intelligence (AI) coupled with promising machine learning (ML) techniques well known from computer science is broadly affecting many aspects of various fields including science and techno...

🤖 Artificial Intelligence OpenAlex

A survey on missing data in machine learning

📅 Oct 2021 👤 Tlamelo Emmanuel, Thabiso Maupong, Dimane Mpoeleng et al. 📊 966 citations

Machine learning has been the corner stone in analysing and extracting information from data and often a problem of missing values is encountered. Evaluation is performed on the Iris and novel power p...

🤖 Artificial Intelligence OpenAlex

Disease variant prediction with deep generative models of evolutionary data

📅 Oct 2021 👤 Jonathan Frazer, Pascal Notin, Mafalda Dias et al. 📊 835 citations

This research explores Disease variant prediction with deep generative models of ev..., contributing new insights to the field of Artificial Intelligence.

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