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  Free and open source software and other market failures
Kamp P. Communications of the ACM 67(8): 106-108, 2024.  Type: Article

Understanding the free and open-source software (FOSS) movement has, since its beginning, implied crossing many disciplinary boundaries. This article describes FOSS’s history, explaining its undeniable success throughout the 1990s, and why t...

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   50 years of queries
Chamberlin D. Communications of the ACM 67(8): 110-121, 2024.  Type: Article

The relational model is probably the one innovation that brought computers to the mainstream for business users. This article by Donald Chamberlin, creator of one of the first query languages (that evolved into the ubiquitous SQL), presents its hi...

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  The Internet of batteryless things
Ahmed S., Islam B., Yıldırım K., Zimmerling M., Pawełczak P., Alizai M., Lucia B., Mottola L., Sorber J. Communications of the ACM 67(3): 64-73, 2024.  Type: Article

The world is moving toward a future of very small, Internet-connected intelligent devices, that is, the Internet of Things (IoT). However, at present, providing power to these devices is a problem--the inconvenient, expensive, and environment...

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  Tidy modeling with R: a framework for modeling in the tidyverse
Kuhn M., Silge J., OReilly Media, Inc., Sebastopol, CA, 2022. 381 pp.  Type: Book (1492096482)

Tidymodels is a collection of packages in R designed to provide a consistent and tidy framework for modeling and machine learning tasks. It was developed with the principles of the tidyverse in mind, emphasizing a consistent and intuitive syntax f...

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  Industry 4.0 and healthcare: impact of artificial intelligence
Mishra A., Lin J., Springer International Publishing, New York, NY, 2023. 251 pp.  Type: Book (9789819919482)

In this expansive anthology, editors Ashish Mishra and Jerry Chun-Wei Lin have compiled an impressive collection illuminating the boundless versatility of artificial intelligence (AI) that is revolutionizing modern medicine. Masterfully spanning d...

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   Nexus: a brief history of information networks from the Stone Age to AI
Harari Y., Random House Inc., New York, NY, 2024. 528 pp.  Type: Book (9780593734223), Reviews: (1 of 2)

Nexus: a brief history of information networks from the Stone Age to AI provides an expansive overview of how information networks have evolved throughout human history, influencing societies, economies, and technologies in profound ways. T...

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  Calculus for the natural sciences
Helfgott M., SIAM, New York, NY, 2023. 456 pp.  Type: Book (9781611977684)

Calculus is “a part of the name of some branches of mathematics dealing with rules for the computation of and operation with objects of a definite type” [1]. More commonly, it refers to the branch of mathematics that is concerned with ...

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   OCaml scientific computing: functional programming in data science and artificial intelligence
Wang L., Zhao J., Mortier R., Springer International Publishing, Cham, Switzerland, 2023. 384 pp.  Type: Book (3030976440)

This monograph is an exposition of the Owl library in OCaml for building applications that make essential use of numerical algorithms. These numerical algorithms are the basis of most engineering applications--mechanical, electrical, and elec...

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  Backdoor attacks and defenses in federated learning: survey, challenges and future research directions
Nguyen T., Nguyen T., Nguyen P., Pham H., Doan K., Wong K. Engineering Applications of Artificial Intelligence 1272024.  Type: Article

Machine learning (ML) technologies are becoming mainstream, particularly for the analysis of bulk data. The success of ML systems, however, hinges on the input of high-quality data and the ability to train balanced, fair, and high integrity ML mod...

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   A review of semi-supervised learning for text classification
Duarte J., Berton L. Artificial Intelligence Review 56(9): 9401-9469, 2023.  Type: Article

Duarte and Berton address the challenges of text classification in the context of big data, emphasizing the difficulties and costs associated with obtaining large labeled datasets. They explore the field of semi-supervised learning (SSL) as a sol...

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