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

Federated learning on non-IID data: A survey

📅 Sep 2021 👤 Hangyu Zhu, Jinjin Xu, Shiqing Liu et al. 📊 956 citations

This research explores Federated learning on non-IID data: A survey, contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

A review on deep learning in medical image analysis

📅 Sep 2021 👤 S. Suganyadevi, V. Seethalakshmi, K. Balasamy 📊 617 citations

This research explores review on deep learning in medical image analysis, contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

BiSeNet V2: Bilateral Network with Guided Aggregation for Real-Time Semantic Segmentation

📅 Sep 2021 👤 Changqian Yu, Changxin Gao, Jingbo Wang et al. 📊 1,613 citations

This research explores BiSeNet V2: Bilateral Network with Guided Aggregation for Re..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

FairMOT: On the Fairness of Detection and Re-identification in Multiple Object Tracking

📅 Sep 2021 👤 Yifu Zhang, Chunyu Wang, Xinggang Wang et al. 📊 1,482 citations

This research explores FairMOT: On the Fairness of Detection and Re-identification..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Transparency and the Black Box Problem: Why We Do Not Trust AI

📅 Sep 2021 👤 Warren J. von Eschenbach 📊 674 citations

This research explores Transparency and the Black Box Problem: Why We Do Not Trust..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Artificial intelligence and machine learning in finance: Identifying foundations, themes, and resear...

📅 Aug 2021 👤 John W. Goodell, Satish Kumar, Weng Marc Lim et al. 📊 665 citations

This research explores Artificial intelligence and machine learning in finance: Ide..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Mapping single-cell data to reference atlases by transfer learning

📅 Aug 2021 👤 Mohammad Lotfollahi, Mohsen Naghipourfar, Malte D. Luecken et al. 📊 624 citations

Large single-cell atlases are now routinely generated to serve as references for analysis of smaller-scale studies. Finally, scArches retains coronavirus disease 2019 (COVID-19) disease variation when...

🤖 Artificial Intelligence OpenAlex

Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmen...

📅 Aug 2021 👤 Zhaohui Zheng, Ping Wang, Dongwei Ren et al. 📊 1,392 citations

Deep learning-based object detection and instance segmentation have achieved unprecedented progress. Taking YOLACT on MS COCO as an example, our method achieves performance gains as +1.7 AP and +6.2 A...

🤖 Artificial Intelligence OpenAlex

Artificial Intelligence and Business Value: a Literature Review

📅 Aug 2021 👤 Ida Merete Enholm, Emmanouil Papagiannidis, Patrick Mikalef et al. 📊 889 citations

Abstract Artificial Intelligence (AI) are a wide-ranging set of technologies that promise several advantages for organizations in terms off added business value. Our analysis synthesizes the current l...

🤖 Artificial Intelligence OpenAlex

Handbook of Human Factors and Ergonomics

📅 Aug 2021 👤 Gavriel Salvendy 📊 1,135 citations

The completely revised edition of the leading reference on human factors and ergonomics The field of human factors and ergonomics has developed and broadened considerably since its inception more than...

🤖 Artificial Intelligence OpenAlex

Network analysis of multivariate data in psychological science

📅 Aug 2021 👤 Denny Borsboom, Marie K. Deserno, Mijke Rhemtulla et al. 📊 1,238 citations

In recent years, network analysis has been applied to identify and analyse patterns of statistical association in multivariate psychological data. Network analysis allows the investigation of complex...

🤖 Artificial Intelligence OpenAlex

Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Direction...

📅 Aug 2021 👤 Iqbal H. Sarker 📊 2,429 citations

This research explores Deep Learning: A Comprehensive Overview on Techniques, Taxon..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

The role of PFC networks in cognitive control and executive function

📅 Aug 2021 👤 Vinod Menon, Mark D’Esposito 📊 627 citations

This research explores role of PFC networks in cognitive control and executive func..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Machine Learning: New Ideas and Tools in Environmental Science and Engineering

📅 Aug 2021 👤 Shifa Zhong, Kai Zhang, Majid Bagheri et al. 📊 919 citations

The rapid increase in both the quantity and complexity of data that are being generated daily in the field of environmental science and engineering (ESE) demands accompanied advancement in data analyt...

🤖 Artificial Intelligence OpenAlex

On the Opportunities and Risks of Foundation Models

📅 Aug 2021 👤 Rishi Bommasani, Drew A. Hudson, Ehsan Adeli et al. 📊 2,182 citations

AI is undergoing a paradigm shift with the rise of models (e.g., BERT, DALL-E, GPT-3) that are trained on broad data at scale and are adaptable to a wide range of downstream tasks. Despite the impendi...

🤖 Artificial Intelligence OpenAlex

Deep learning in computer vision: A critical review of emerging techniques and application scenarios

📅 Aug 2021 👤 Junyi Chai, Hao Zeng, Anming Li et al. 📊 716 citations

Deep learning has been overwhelmingly successful in computer vision (CV), natural language processing, and video/speech recognition. We recognize three development stages in the past decade and emphas...

🤖 Artificial Intelligence OpenAlex

The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019

📅 Aug 2021 👤 Jie Yang, Xin Huang 📊 3,195 citations

Land cover (LC) determines the energy exchange, water and carbon cycle between Earth's spheres. Gain for Green) in China and revealed the anthropogenic implications on LC under the condition of climat...

🤖 Artificial Intelligence OpenAlex

Industry 5.0: A survey on enabling technologies and potential applications

📅 Aug 2021 👤 Praveen Kumar Reddy Maddikunta, Quoc‐Viet Pham, B. Prabadevi et al. 📊 1,761 citations

This research explores Industry 5.0: A survey on enabling technologies and potentia..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Exploring tissue architecture using spatial transcriptomics

📅 Aug 2021 👤 Anjali Rao, Dalia Barkley, Gustavo S. França et al. 📊 1,682 citations

This research explores Exploring tissue architecture using spatial transcriptomics, contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Review on model predictive control: an engineering perspective

📅 Aug 2021 👤 Max Schwenzer, Muzaffer Ay, Thomas Bergs et al. 📊 1,020 citations

Abstract Model-based predictive control (MPC) describes a set of advanced control methods, which make use of a process model to predict the future behavior of the controlled system. Additionally, we p...

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