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December 9, 2022
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A first journey through logic
I have, for years and to largely underwhelmed ears, preached without portfolio the risk of treating connotation as denotation. So “first journey” in this book’s title indicated, to me, a not-especially-deep excursion into some selected subtopics of mathematical logic. Well, the depth and rigor of the treatment here were a positive... more
Quote
No, the future offers very little hope for those who expect that our new mechanical slaves will offer us a world in which we may rest from thinking. Help us they... more
- Norbert Wiener (1964)
Articles
Rule-based machine learning classification and knowledge discovery for complex problems: ACM SIGEVOlution

The intricate spiraling problems in areas such as aeronautics, bioinformatics, and meteorology require innovative algorithms for intellectual discovery from unique data types and sources. How should... more

Learning (I.2.6) | Dec 8 22

Mining the semantic web: Data Mining and Knowledge Discovery

The semantic version of the World Wide Web (WWW), the semantic web, allows for formal reasoning and querying. It has two components: formal ontologies, which provide domain-specific knowledge, and annotations of web... more

Semantic Web (H.3.4...) | Nov 25 22

Algorithmic poverty: Communications of the ACM

The lack of transparency in algorithms and the data they use is a matter of current interest. In addition to a nontransparent process, results are also nontransparent, lacking explanation or justification. These... more

Algorithm Design & Analysis (G.4...) | Nov 22 22

Survey on mining subjective data on the web: Data Mining and Knowledge Discovery

When accessing information on the web, users not only consume the information but also comment on and actively annotate the content, which then generates new content and can also provide ratings. People... more

Data Mining (H.2.8...) | Nov 16 22

Service robots for affective labor: a sociology of labor perspective: AI & Society

Smart robots will likely continue to provide hospitality and industrial management services. The continued increase of robotic roles in technologically advanced societies requires... more

Sociology (J.4...) | Oct 26 22

Biases in AI systems: Communications of the ACM

As Srinivasan and Chander discuss, software packages and algorithms encounter many biases related to images on the web. This is then an article on computer application control, not human user control. Machine learning (ML) and artificial intelligence (AI)... more

Software Architectures (D.2.11) | Oct 24 22

Deep transfer learning in human-robot interaction for cognitive and physical rehabilitation purposes: Pattern Analysis & Applications

Despite the huge number of publicly available images, emotion recognition for real applications suffers from a lack of relevant images. This challenge is considered here, where the task involves interpreting the... more

Health (J.3...) | Oct 17 22

Can AI learn to forget?: Communications of the ACM

Nowadays, we can assume readers of Computing Reviews are familiar with the ideas behind machine learning, where neural networks are trained with large training sets so that they “learn” to recognize patterns within said... more

Legal Aspects of Computing (K.5) | Aug 8 22

What every engineer and computer scientist should know: the biggest contributor to happiness: Communications of the ACM

Obviously, people in this world go through periods of happiness and unhappiness. But do computer engineers and scientists really understand the factors that account for true happiness in daily life? Perhaps there... more

Psychology (J.4...) | Jul 25 22

Analysis of COVID-19 tracking tool in India: case study of Aarogya Setu mobile application: Digital Government: Research and Practice

Coronavirus, like cold and flu viruses, will perhaps remain prevalent in societies around the world, even with the available vaccinations and drug treatments. Despite the existing high-tech tools... more

Medical Information Systems (J.3...) | Jul 19 22

Books
Numerical methods using Java: for data science, analysis, and engineering

It is fairly safe to say that most scientific, mathematical, and engineering software has been written in Fortran or C/C++. Libraries of software implementing algorithms have been written and distributed in these languages. The “Numerical Recipes” series by Press et al... more
Java (D.3.2...) | Dec 6 22

Hyperparameter optimization in machine learning

The book explores a variety of optimization algorithms, ranging from brute-force ones like grid search and random search and their distribution, to more complex ones like the Hyperband algorithm. Bayesian optimization, which has the ability to learn from... more
Learning (I.2.6) | Dec 2 22

Concise guide to quantum computing: algorithms, exercises, and implementations

For quite some time it has often been difficult for students and young researchers interested in quantum computing to bridge the gap between computer science and quantum physics. What remains are the parallel... more
General (H.0) | Nov 29 22

IT security controls: a guide to corporate standards and frameworks

As a consequence of the growth in criminal monetization of cybersecurity attacks and increased legislated compliance requirements, not to mention plain old business risk management, information and and communications technology (ICT) systems... more
Security (K.6.m...) | Nov 14 22

Natural language processing projects: build next-generation NLP applications using AI techniques

Natural language processing (NLP) is now quite widely used in many domains, including commerce, social media, and other text analysis tasks. Paired with artificial intelligence (AI), it enables powerful... more
Natural Language (H.5.2...) | Nov 11 22

Social big data analytics: practices, techniques, and applications

Thanks to the advances in wireless sensor communication, large-scale storage, and computing technologies, those who can afford to be in one or more of the available platforms--the Internet, WhatsApp, or Twitter, to name a few--are connected directly... more
General (E.0) | Nov 8 22

Design thinking and research: interrogating the doing

This 400-plus-page edited book was published as part of Springer’s “Understanding Innovation” series. Both the series editors and this volume’s editors are Christoph Meinel and Larry Leifer. An annoying feature of... more
Engineering (J.2...) | Nov 3 22

Excel 2019 for physical sciences statistics: a guide to solving practical problems (2nd ed.)

This self-teaching volume belongs to a long series of similar volumes by Thomas Quirk (the main author) about the basic uses of Microsoft Excel spreadsheet software for simple statistics. This second... more
Statistical Computing (G.3...) | Oct 31 22

A field guide to digital transformation

Is your company having difficulties growing in business or adapting to changing market conditions? Is it losing touch with customer communities or getting cold responses from existing or past customers? Are the symptoms of inefficiencies in decision making or company... more
Business (J.1...) | Oct 27 22

Artificial intelligence and its discontents: critiques from the social sciences and humanities

Artificial intelligence (AI) is an ambiguous term that spans a broad range of topics, from narrow-focused neural nets that recognize patterns over a limited scope to the idea of a human-level, or higher, thinking... more
Ethics (K.4.1...) | Oct 19 22


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