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Scientific discovery is a complex cognitive process that has driven human knowledge and technological progress for centuries. While artificial intelligence (AI) has made significant advances in automating aspects of scientific reasoning,…

机器学习 · 计算机科学 2024-12-24 Chandan K Reddy , Parshin Shojaee

Artificial intelligence commonly refers to the science and engineering of artificial systems that can carry out tasks generally associated with requiring aspects of human intelligence, such as playing games, translating languages, and…

人工智能 · 计算机科学 2025-02-11 Andreas Krause , Jonas Hübotter

With the surge in data-centric AI and its increasing capabilities, AI applications have become a part of our everyday lives. However, misunderstandings regarding their capabilities, limitations, and associated advantages and disadvantages…

计算机与社会 · 计算机科学 2024-06-19 Maria Kasinidou , Styliani Kleanthous , Matteo Busso , Marcelo Rodas , Jahna Otterbacher , Fausto Giunchiglia

Diverse subfields of neuroscience have enriched artificial intelligence for many decades. With recent advances in machine learning and artificial neural networks, many neuroscientists are partnering with AI researchers and machine learning…

神经元与认知 · 定量生物学 2019-12-03 Thomas Dean , Chaofei Fan , Francis E. Lewis , Megumi Sano

Artificial intelligence (AI) like deep learning, cloud AI computation has been advancing at a rapid pace since 2014. There is no doubt that the prosperity of AI is inseparable with the development of the Internet. However, there has been…

计算机与社会 · 计算机科学 2018-01-19 Feng Liu , Yong Shi , Peijia Lia

Between the narrow systems we deploy and the general intelligence we speculate about lies an entire regime of machine behavior that has never received its own name. This monograph argues that this regime is not empty: it is where…

人工智能 · 计算机科学 2026-05-19 Boris Kriuk

Artificial intelligence (AI) and machine learning (ML) are increasingly broadly adopted in industry, However, based on well over a dozen case studies, we have learned that deploying industry-strength, production quality ML models in systems…

机器学习 · 计算机科学 2020-06-04 Jan Bosch , Ivica Crnkovic , Helena Holmström Olsson

With the breakthroughs in Deep Learning, recent years have witnessed a massive surge in Artificial Intelligence applications and services. Meanwhile, the rapid advances in Mobile Computing and Internet of Things has also given rise to…

分布式、并行与集群计算 · 计算机科学 2022-10-25 Prabath Abeysekara , Hai Dong , A. K. Qin

In industry as well as education as well as academics we see a growing need for knowledge on how to apply machine learning in software applications. With the educational programme ICT & AI at Fontys UAS we had to find an answer to the…

软件工程 · 计算机科学 2021-01-05 Petra Heck , Gerard Schouten

The continuing, explosive developments in generative artificial intelligence (GenAI), built on large language models and related algorithms, has led to much excitement and speculation about the potential impact of this new technology.…

计算机与社会 · 计算机科学 2025-03-11 Veda C. Storey , Wei Thoo Yue , J. Leon Zhao , Roman Lukyanenko

The innate capacity of humans and other animals to learn a diverse, and often interfering, range of knowledge and skills throughout their lifespan is a hallmark of natural intelligence, with obvious evolutionary motivations. In parallel,…

机器学习 · 计算机科学 2021-12-30 David McCaffary

Current Artificial Intelligence (AI) methods, most based on deep learning, have facilitated progress in several fields, including computer vision and natural language understanding. The progress of these AI methods is measured using…

Artificial intelligence is gaining strength and materials science can both contribute to and profit from it. In a simultaneous progress race, new materials, systems and processes can be devised and optimized thanks to machine learning…

材料科学 · 物理学 2022-09-29 Cefe López

Computer science (CS) education needs to evolve to support software and artificial intelligence (AI) systems engineering, and it needs to happen now -- precisely because the core intellectual contributions of CS have never been more…

软件工程 · 计算机科学 2026-05-01 Chandra N. Sekharan , George K. Thiruvathukal

Knowledge-based or Artificial Intelligence techniques are used increasingly as alternatives to more classical techniques to model ENVIRONMENTAL SYSTEMS. Use of Artificial Intelligence (AI) in environmental modelling has increased with…

人工智能 · 计算机科学 2014-09-16 Kamran Latif

Model-Driven Engineering (MDE) provides a huge body of knowledge of automation for many different engineering tasks, especially those involving transitioning from design to implementation. With the huge progress made in Artificial…

软件工程 · 计算机科学 2025-02-11 Lola Burgueño , Davide Di Ruscio , Houari Sahraoui , Manuel Wimmer

The last two decades have seen tremendous advances in Artificial Intelligence. The exponential growth in terms of computation capabilities has given us hope of developing humans like robots. The question is: are we there yet? Maybe not.…

人工智能 · 计算机科学 2022-02-02 Madhav Agarwal , Siddhant Bansal

Modern scientific discovery increasingly requires coordinating distributed facilities and heterogeneous resources, forcing researchers to act as manual workflow coordinators rather than scientists. Advances in AI leading to AI agents show…

Artificial Intelligence (AI) and Machine Learning have enormous potential to transform businesses and disrupt entire industry sectors. However, companies wishing to integrate algorithmic decisions into their face multiple challenges: They…

计算机与社会 · 计算机科学 2020-09-24 U. Kerzel

This paper reviews the current development of artificial intelligence (AI) techniques for the application area of robot communication. The study of the control and operation of multiple robots collaboratively toward a common goal is fast…

信号处理 · 电气工程与系统科学 2018-05-01 S. H. Alsamhi , Ou Ma , M. S. Ansari