Search Results - "Frontiers in artificial intelligence"

ChatGPT in medicine: an overview of its applications, advantages, limitations, future prospects, and ethical considerations by Dave, Tirth, Athaluri, Sai Anirudh, Singh, Satyam

“…This paper presents an analysis of the advantages, limitations, ethical considerations, future prospects, and practical applications of ChatGPT and artificial…”
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An Introductory Review of Deep Learning for Prediction Models With Big Data by Emmert-Streib, Frank, Yang, Zhen, Feng, Han, Tripathi, Shailesh, Dehmer, Matthias

“…Deep learning models stand for a new learning paradigm in artificial intelligence (AI) and machine learning. Recent breakthrough results in image analysis and…”
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An Introduction to Topological Data Analysis: Fundamental and Practical Aspects for Data Scientists by Chazal, Frédéric, Michel, Bertrand

“…With the recent explosion in the amount, the variety, and the dimensionality of available data, identifying, extracting, and exploiting their underlying…”
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Artificial Intelligence for COVID-19 Drug Discovery and Vaccine Development by Keshavarzi Arshadi, Arash, Webb, Julia, Salem, Milad, Cruz, Emmanuel, Calad-Thomson, Stacie, Ghadirian, Niloofar, Collins, Jennifer, Diez-Cecilia, Elena, Kelly, Brendan, Goodarzi, Hani, Yuan, Jiann Shiun

“…SARS-COV-2 has roused the scientific community with a call to action to combat the growing pandemic. At the time of this writing, there are as yet no novel…”
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Are we there yet? - A systematic literature review on chatbots in education by Wollny, Sebastian, Schneider, Jan, Di Mitri, Daniele, Weidlich, Joshua, Rittberger, Marc, Drachsler, Hendrik

“…Chatbots are a promising technology with the potential to enhance workplaces and everyday life. In terms of scalability and accessibility, they also offer…”
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Human- versus Artificial Intelligence by Korteling, J E Hans, van de Boer-Visschedijk, G C, Blankendaal, R A M, Boonekamp, R C, Eikelboom, A R

“…AI is one of the most debated subjects of today and there seems little common understanding concerning the differences and similarities of human intelligence…”
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Using Topic Modeling Methods for Short-Text Data: A Comparative Analysis by Albalawi, Rania, Yeap, Tet Hin, Benyoucef, Morad

“…With the growth of online social network platforms and applications, large amounts of textual user-generated content are created daily in the form of comments,…”
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Impact of ChatGPT on medical chatbots as a disruptive technology by Chow, James C L, Sanders, Leslie, Li, Kay

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Are GRU Cells More Specific and LSTM Cells More Sensitive in Motive Classification of Text? by Gruber, Nicole, Jockisch, Alfred

“…In the Thematic Apperception Test, a picture story exercise (TAT/PSE; Heckhausen, 1963), it is assumed that unconscious motives can be detected in the text…”
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A Survey of Topological Machine Learning Methods by Hensel, Felix, Moor, Michael, Rieck, Bastian

“…The last decade saw an enormous boost in the field of computational topology: methods and concepts from algebraic and differential topology, formerly confined…”
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Deep Learning for Understanding Satellite Imagery: An Experimental Survey by Mohanty, Sharada Prasanna, Czakon, Jakub, Kaczmarek, Kamil A, Pyskir, Andrzej, Tarasiewicz, Piotr, Kunwar, Saket, Rohrbach, Janick, Luo, Dave, Prasad, Manjunath, Fleer, Sascha, Göpfert, Jan Philip, Tandon, Akshat, Mollard, Guillaume, Rayaprolu, Nikhil, Salathe, Marcel, Schilling, Malte

“…Translating satellite imagery into maps requires intensive effort and time, especially leading to inaccurate maps of the affected regions during disaster and…”
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Transparency of AI in Healthcare as a Multilayered System of Accountabilities: Between Legal Requirements and Technical Limitations by Kiseleva, Anastasiya, Kotzinos, Dimitris, De Hert, Paul

“…The lack of transparency is one of the artificial intelligence (AI)'s fundamental challenges, but the concept of transparency might be even more opaque than AI…”
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Computational Creativity and Music Generation Systems: An Introduction to the State of the Art by Carnovalini, Filippo, Rodà, Antonio

“…Computational Creativity is a multidisciplinary field that tries to obtain creative behaviors from computers. One of its most prolific subfields is that of…”
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Addressing Fairness, Bias, and Appropriate Use of Artificial Intelligence and Machine Learning in Global Health by Fletcher, Richard Ribón, Nakeshimana, Audace, Olubeko, Olusubomi

“…In Low- and Middle- Income Countries (LMICs), machine learning (ML) and artificial intelligence (AI) offer attractive solutions to address the shortage of…”
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COVID-Twitter-BERT: A natural language processing model to analyse COVID-19 content on Twitter by Müller, Martin, Salathé, Marcel, Kummervold, Per E

“…This study presents COVID-Twitter-BERT (CT-BERT), a transformer-based model that is pre-trained on a large corpus of COVID-19 related Twitter messages. CT-BERT…”
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Explainable AI and Reinforcement Learning—A Systematic Review of Current Approaches and Trends by Wells, Lindsay, Bednarz, Tomasz

“…Research into Explainable Artificial Intelligence (XAI) has been increasing in recent years as a response to the need for increased transparency and trust in…”
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Explainable AI in Fintech Risk Management by Bussmann, Niklas, Giudici, Paolo, Marinelli, Dimitri, Papenbrock, Jochen

“…The paper proposes an explainable AI model that can be used in fintech risk management and, in particular, in measuring the risks that arise when credit is…”
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SHAP and LIME: An Evaluation of Discriminative Power in Credit Risk by Gramegna, Alex, Giudici, Paolo

“…In credit risk estimation, the most important element is obtaining a probability of default as close as possible to the effective risk. This effort quickly…”
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ChatGPT in society: emerging issues by Farina, Mirko, Lavazza, Andrea

“…We review and critically assess several issues arising from the potential -large-scale- implementation or deployment of Large Language Models (LLMs) in…”
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Integration of AI and Machine Learning in Radiotherapy QA by Chan, Maria F, Witztum, Alon, Valdes, Gilmer

“…The use of machine learning and other sophisticated models to aid in prediction and decision making has become widely popular across a breadth of disciplines…”
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