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Steffen Moritz, Florian Dumpert, Christian Jung, Thomas Bartz-Beielstein 等
2024-02-05T05:02:18Z
置信度 0.70
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Basavarajaiah D. M., Bhamidipati Narasimha Murthy
2020-11-05T11:06:30Z
置信度 0.70
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The Integration of Multimodal Natural Language Processing(NLP) Systems for Real-Time Clinical Decision Support System(CDSS) in Digital Healthcare, improves existing clinical decision support systems by integrating various sources of information, including real…
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Karthikeyan Panneerselvam
2026-06-02T09:34:20Z
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Frank M. Groom
2019-11-25T08:22:46Z
置信度 0.70
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Douglas H. Fisher
2003-04-04T16:57:10Z
置信度 0.70
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The design and development of a particular product always play an important role in the successful performance of that particular product so that it may sustain itself in the competitive market for a longer period. Machine learning has been reported as a novel…
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Vinay Kumar, Nishant Ranjan
2025-10-29T15:02:02Z
置信度 0.70
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The study of emotions has emerged as an important area of research because of the wealth of information it can provide. Emotions can be expressed in a variety of ways including words, facial expressions, written material, and movements. Natural language proces…
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Mridula Gupta
2025-02-12T11:53:51Z
置信度 0.70
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The aim of this chapter is to describe and analyze the application of machine learning for anomaly detection. The study regarding the anomaly detection is a very important thing. The various phenomena often occur related to the anomaly study, such as the occur…
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Teguh Wahyono, Yaya Heryadi
2022-07-08T11:31:23Z
置信度 0.70
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Machine learning techniques have the potential of alleviating the complexity of knowledge acquisition. This book presents today’s state and development tendencies of machine learning. It is a multi-author book. Taking into account the large amount of knowledge…
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2012-03-23T15:40:22Z
置信度 0.70
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Data preprocessing in machine learning tasks is an important step in the data mining process. To automate the data processing process and make it more suitable for the data under study, data preprocessing methods are implemented in AutoML systems. The purpose …
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I.A. Popova, G.I. Afanasyev, V.B. Timofeev, Yu.E. Gapanyuk
2025-08-21T10:09:24Z
置信度 0.70
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Diabetes is a disease of the modern world. The modern lifestyle has led to unhealthy eating habits causing type 2 diabetes. Machine learning has gained a lot of popularity in the recent days. It has applications in various fields and has proven to be increasin…
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Astha Baranwal, Bhagyashree R. Bagwe, Vanitha M
2019-07-24T09:29:18Z
置信度 0.70
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Parasitosis is a disease caused by parasites that could infect humans, animals, or plants. The parasites include mites, ascariasis, liver flukes, and malaria. The methods to detect parasites include pathological examination, immunological examination, and imag…
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Yulin Zhu, Wei Qi Yan
2022-10-24T11:37:36Z
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2025-05-06T19:30:56Z
置信度 0.70
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Sheila Enamandram, Emir Sandhu, Bao H. Do, Joshua J. Reicher 等
2020-05-28T18:24:23Z
置信度 0.70
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This chapter focuses on the on cross-section of stock returns in research opportunities and related potential applications in other areas of asset pricing. It begins with empirical applications of machine learning (ML) tools, noting that part of the challenge …
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Stefan Nagel
2022-05-23T12:43:40Z
置信度 0.70
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Bo Han, Tongliang Liu
2025-10-19T19:52:18Z
置信度 0.70
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Shyamasree Ghosh, Rathi Dasgupta
2022-05-04T17:03:22Z
置信度 0.70
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Gordon Wyeth
2002-12-22T04:48:21Z
置信度 0.70
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This article displays a design ethnographic case study on an ongoing machine learning project at a Scandinavian gamification start-up company. From late 2020 until early 2021, the project produced a machine learning proof of concept, later implemented in the g…
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Adam Palmquist, Isak Barbopoulos, Miralem Helmefalk
2023-01-20T15:44:01Z
置信度 0.70
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Jason Smucny
2025-09-05T15:42:43Z
置信度 0.70
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crossref
2006-12-21T17:48:14Z
置信度 0.70
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The main requirement for machine learning algorithms is the ability to generalize learning outcomes to new samples. This requirement is based on the compactness hypothesis, which assumes that objects belonging to the same class are located closer to each other…
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Dmitriy Klyushin
2023-12-16T09:12:07Z
置信度 0.70
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As an intelligent radio, cognitive radio (CR) allows the CR users to access and share the licensed spectrum. Being a typical noncooperative system, the applications of signal identification in CRs have emerged. This chapter introduces several signal identifica…
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Jingwen Zhang, Fanggang Wang
2019-07-04T13:28:42Z
置信度 0.70
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Mohammad Reza Mahdiani
2026-04-30T22:18:03Z
置信度 0.70
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In this chapter, the authors begin by defining machine learning, discussing the different types, and introducing three common algorithms that are used for research. They then investigate the use of machine learning algorithms for energy analysis on a project c…
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2026-06-26T23:12:41Z
置信度 0.70
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Likha Ganu, Biri Arun
2022-06-25T08:03:22Z
置信度 0.70
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Achim Zielesny
2016-04-14T10:45:37Z
置信度 0.70
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Data analytics is the process of performing scientific and statistical analysis on raw data in order to transform it into information that can be used for gaining knowledge. A recently emerging trend in feature abstraction is the combination of computational t…
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Ankit Verma
2023-06-05T08:19:15Z
置信度 0.70
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Yan Liang, Jeong-Yeol Yoon
2024-07-19T06:47:21Z
置信度 0.70
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2017-09-01T11:30:37Z
置信度 0.70
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Machine learning (ML) has become a powerful tool in real-life applications including modern biology. The relationship between biology and ML has gained widespread attention in various facets of biological engineering. The chapter first introduces ML and its co…
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Mohd Zafar, Ramkumar Lakshmi Narayanan, Saroj K. Meher, Shishir K. Behera
2018-09-01T00:12:43Z
置信度 0.70
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Proxy servers used around the globe are typically graded and built for small businesses to large enterprises. This does not dismiss any of the current efforts to keep the general consumer of an electronic device safe from malicious websites or denying youth of…
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Mark Maldonado, Ayad Barsoum
2022-07-08T11:31:23Z
置信度 0.70
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Hiroki Ishizaka
2003-04-04T16:55:36Z
置信度 0.70
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J. Yan, L. Du, X. Yao, L. Shen
2016-08-19T15:32:31Z
置信度 0.70
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Mark Herbster, Manfred K. Warmuth
2002-12-22T04:48:21Z
置信度 0.70
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crossref
2023-02-08T18:58:55Z
置信度 0.70
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The global danger posed by credit card fraud to financial institutions and customers makes the development of strong fraud detection systems imperative. In this study, we suggest a novel method for detecting credit card fraud that makes use of Convolutional Ne…
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Saurav Naik, Aarth Dahale
2024-08-16T08:58:52Z
置信度 0.70
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This chapter provides a brief survey of machine learning (ML) basics and introduce its core ideas, algorithms, and applications in diverse fields as a background information for understanding its application in atomic layer deposition and thin film deposition.…
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Oluwatobi Adeleke, Sina Karimzadeh, Tien-Chien Jen
2023-10-31T14:25:44Z
置信度 0.70
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The research on the classification prediction of students' employment destinations in higher education not only opens up new application areas for classification algorithms, but also represents a new attempt to introduce machine learning algorithms into the an…
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2023-02-06T05:40:40Z
置信度 0.70
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Littlestone developed a simple deterministic on-line learning algorithm for learning k-literal disjunctions. This algorithm (called $${WINNOW}$$ ) keeps one weight for each of then variables and does multiplicative updates to its weights. We develop a randomiz…
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Peter Auer, Manfred K. Warmuth
2002-12-22T04:48:21Z
置信度 0.70
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Financial markets, such as the stock market, bond market and foreign exchange market, are important channels for fund transfer. As a graphical analysis tool, candlestick charts use graphs to display the open, high, low, and close prices in a specific period. I…
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Chenghan Xu
2021-09-06T17:42:54Z
置信度 0.70
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Carla E. Brodley, Paul E. Utgoff
2003-04-04T16:55:36Z
置信度 0.70
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This paper reveals the characteristics and effects of nonverbal behavior and human mimicry in the context of application interviews. It discloses a novel analyzation method for psychological research by utilizing machine learning. In comparison to traditional …
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Sanne Roegiers, Elias Corneillie, Filip Lievens, Frederik Anseel 等
2022-05-07T11:42:40Z
置信度 0.70
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In recent years, the sheet hydroforming process has received widespread attention as one of the new and efficient methods in metal forming. The complexity of material behavior at different temperatures and strain rates has made the need for accurate modeling a…
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Kiarash Keivan, Saeed Yaghoubi, Sayyed Roohollah Kazemi, Masoud Seidi
2026-02-27T07:55:07Z
置信度 0.70
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Hongyuan Jia
2024-06-12T17:41:23Z
置信度 0.70
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ABSTRACT The rapid increase in the amount of available biological data together with increasing computational power and innovative new machine learning algorithms has resulted in great potential for machine learning approaches to revolutionise image analysis i…
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Camilla Mapstone, Berenika Plusa
2025-02-17T11:38:11Z
置信度 0.70
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Sepsis is a life-threatening medical condition caused by the body's extreme response to infection, which can lead to organ failure and death if not detected and treated early. Timely identification of sepsis remains a significant challenge in healthcare system…
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K.V.Kiran K.V.Kiran, Malla Pavithra, Shaik Nazeer Babu, Suraboina Yerusha 等
2026-04-17T08:50:07Z
置信度 0.70
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Blood glucose (BG) management is crucial for patients with type 1 diabetes, requiring insulin dosage adjustments based on glucose levels to maintain concentrations within the target range. Accurate BG predictions provide insights into future glucose trends, en…
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Zelin Shen
2026-03-24T19:45:52Z
置信度 0.70
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In the rapidly evolving field of clinical virology, technological advancements have always played a pivotal role in driving transformative changes. This comprehensive review delves into the burgeoning integration of artificial intelligence (AI), machine learni…
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Abhishek Padhi, Ashwini Agarwal, Shailendra K. Saxena, C. D. S. Katoch
2023-09-21T07:01:55Z
置信度 0.70
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Varol Tunali
2026-01-24T07:22:00Z
置信度 0.70
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: Human Papillomavirus (HPV) remains a significant global health concern, contributing to cervical and oropharyngeal cancers. While traditional diagnostic methods such as PCR-based assays and cytological screenings are widely used, they present limitations in …
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Bahar Senel
2025-06-28T15:30:28Z
置信度 0.70
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R. Prashanth, Sumantra Dutta Roy
2018-05-05T01:33:28Z
置信度 0.70
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Introduction: The liver is vital for various physiological functions, including bile and protein synthesis necessary for digestion, nutrient metabolism, and cholesterol regulation. Periodontitis, an oral disease associated with systemic conditions like cardiov…
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Pradeep Kumar, Jai Varsheni, Carlos Ardila
2026-06-02T12:54:10Z
置信度 0.70
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Conference proceedings front matter may contain various advertisements, welcome messages, committee or program information, and other miscellaneous conference information. This may in some cases also include the cover art, table of contents, copyright statemen…
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2011-06-07T13:32:59Z
置信度 0.70
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You have learned about data and algorithms. Next, you will put the pieces together and build the CML model. ML environments perform a critical function. They act as an important piece of middleware, enabling you to create ML models from the data for later use …
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Mark Wickham
2018-10-23T21:29:44Z
置信度 0.70
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Ton J. Cleophas, Aeilko H. Zwinderman
2013-05-29T15:06:45Z
置信度 0.70
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In the tropical and the subtropical countries, malaria has been a challenge, which really needs a quick and precise diagnosis to put a stop or control the disease. The conventional microscopy method has some shortcomings which includes time consumption and rep…
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Adedeji Olugboja, Zenghui Wang
2017-11-16T21:55:05Z
置信度 0.70
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This paper presents a Unity-based reinforcement learning system for simulating rocket descent and landing. Leveraging the Unity ML-Agents framework, our approach applies Proximal Policy Optimization (PPO) combined with imitation learning to balance exploration…
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Ryan Shen, Andrew Park
2025-10-30T11:16:56Z
置信度 0.70
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Machine learning (ML) techniques for healthcare informatics provide health professional insight into disease development. Many healthcare topics are suitable for ML research, such as diabetes prediction and classification. Common ML approaches use a classifica…
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Stephanie Tian, Guanghui Hui
2024-09-11T12:25:22Z
置信度 0.70
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Quantum Machine Learning (QML) represents an emerging interdisciplinary field that harnesses quantum computing principles to enhance machine learning algorithms and develop quantum-native learning paradigms. This convergence exploits fundamental quantum mechan…
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Sulekh Kumar, Kamla Kumari, Prbhat Purushottam, Momita Kundu
2025-09-18T06:02:56Z
置信度 0.70
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Ramandeep Singh Sidhu, Raman Kumar
2025-01-18T22:14:46Z
置信度 0.70
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2024-08-07T05:35:13Z
置信度 0.70
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Human Metapneumovirus (HMPV) is a prominent respiratory pathogen, particularly affecting children, the elderly, and immunocompromised populations.Early detection of HMPV is critical for timely intervention and improved patient outcomes; however, traditional di…
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Rocco de Filippis, Abdullah Al Foysal
2025-04-11T05:54:01Z
置信度 0.70
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This review presents and discusses the contribution of machine learning techniques for diagnosis and disease monitoring in the context of clinical vision science. Many ocular diseases leading to blindness can be halted or delayed when detected and treated at i…
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Miguel Caixinha, Sandrina Nunes
2016-06-30T18:34:41Z
置信度 0.70
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crossref
2017-05-22T13:55:19Z
置信度 0.70
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This entry describes machine learning as a phenomenon.
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Alina Trapova
2022-10-04T23:09:44Z
置信度 0.70
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Heart failure (HF)—a global pandemic—poses a huge burden to healthcare systems, with a staggering 64.3 million people worldwide estimated to suffer from the ailment in 2017. Projections suggest a total cost of around $69.8 billion for HF by the year 2030 in th…
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Rayyan Nabi, Tabeer Zahid, Hanzala A. Farooqi
2024-03-26T09:50:06Z
置信度 0.70
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Working with Pixemantic and its Pixheart platform, this project introduces an AI-driven web app for automated Electrocardiogram (ECG) analysis. The system processes scanned ECG images using CNN and LSTM models to extract cardiac features to detect abnormalitie…
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Mohamed Touati, Rabeb Touati, Mohamed Medimegh, Laurent Nana 等
2026-06-02T20:03:16Z
置信度 0.70
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Journal of Clinical Engineering: 4/6 2021 - Volume 46 - Issue 2 - p 54-55 doi: 10.1097/JCE.0000000000000454
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2021-03-18T15:00:47Z
置信度 0.70
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Toshiharu Sugawara, Victor Lesser
2002-12-22T05:04:10Z
置信度 0.70
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Conference proceedings front matter may contain various advertisements, welcome messages, committee or program information, and other miscellaneous conference information. This may in some cases also include the cover art, table of contents, copyright statemen…
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2011-06-07T17:32:59Z
置信度 0.70
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Patrick C. K. Hung, Sarajane Marques Peres
2022-03-25T14:52:38Z
置信度 0.70
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crossref
2022-02-18T20:34:52Z
置信度 0.70
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Thomas G. Dietterich
2003-04-04T16:55:36Z
置信度 0.70
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Jiaxiong Yao, Yunhui Zhao
2026-07-15T10:55:32Z
置信度 0.70
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Foster Provost, Tom Fawcett
2002-12-22T05:54:50Z
置信度 0.70
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Abstract Significance Label-free multimodal imaging methods that can provide complementary structural and chemical information from the same sample are critical for comprehensive tissue analyses. These methods are specifically needed to study the complex tumor…
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Wihan Adi, Bryan E. Rubio Perez, Yuming Liu, Sydney Runkle 等
2024-05-27T00:55:15Z
置信度 0.70
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Detection of novel psychoactive substances such as synthetic cannabinoid receptor agonists (SCRAs) is a worldwide problem with serious clinical and public health implications. Rapid, low-cost, and accurate screening methods are needed but are fraught with chal…
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Shannon Haymond
2022-04-21T19:14:23Z
置信度 0.70
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Robotics has made rapid inroads into specialised fields of surgery like neurosurgery. The robot has many advantages like increasing accuracy, eliminating muscle fatigue and physiological tremor during long operations, all of which improve outcomes and avoid po…
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Dev Bhattacharyya
2024-02-23T17:05:47Z
置信度 0.70
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Claire Cardie
2005-11-09T11:54:27Z
置信度 0.70
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Selection of appropriate suppliers and allocation the orders among them have become the two key strategic decisions regarding purchasing. In this study, a two-phase integrated approach is proposed for solving supplier selection and order allocation problems. P…
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Asma ul Husna, Saman Hassanzadeh Amin, Ahmad Ghasempoor
2025-01-18T19:36:48Z
置信度 0.70
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Bio Inspired algorithms in machine learning and deep learning for diabetic affects millions of individuals throughout the globe and is the leading cause of blindness in persons of working age who have diabetes. This highlights the critical need of a trustworth…
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S. Aathilakshmi, S. Balasubramaniam, Ayodeji Olalekan Salau
2025-01-02T15:33:02Z
置信度 0.70
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crossref
2012-02-07T08:44:39Z
置信度 0.70
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crossref
2011-08-29T12:38:13Z
置信度 0.70
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This study aimed to identify the most impactful set of intrinsic and extrinsic fall risk factors and develop a data-driven inpatient fall risk assessment tool (FRAT). The dataset used for the study comprised in-hospital fall records from 2012 to 2017. Four mac…
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Sonia Jahangiri, Masoud Abdollahi, Rasika Patil, Ehsan Rashedi 等
2023-12-08T03:01:45Z
置信度 0.70
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The energy management system designed on the networking platform has been interfaced with controller to control the electrical device using the Wireless communication has been used as the most reliable and efficient technology in short-range communication. In …
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M.Sahaya Sheela, S. Gopalakrishnan, I.Parvin Begum, J. Jasmine Hephzipah 等
2024-07-19T09:11:40Z
置信度 0.70
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In this chapter, the authors realized prediction applications of concrete compressive strength values via generation of various hybrid models, which are based on decision trees as main a prediction method. This was completed by using different artificial intel…
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Melda Yucel, Ersin Namlı
2022-07-08T11:31:23Z
置信度 0.70
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crossref
2021-07-01T15:54:18Z
置信度 0.70
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Ayyappan G
2026-06-22T19:52:40Z
置信度 0.70
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Abstract Objective : This study aims to investigate the application value of a radiomics-based machine learning model derived from CT images in the preoperative prediction of Ki-67 proliferation status in hepatocellular carcinoma (HCC). Additionally, the SHapl…
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Shengzhen Dai, Xiaoyi Wang, Shishi Luo
2025-11-03T09:37:02Z
置信度 0.70
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Abstract Backround Transcriptomic profile differences between patients with bipolar disorder and healthy controls can be identified using machine learning and can provide information about the potential role of the cerebellum in the pathogenesis of bipolar dis…
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Georgios V. Thomaidis, Konstantinos Papadimitriou, Sotirios Michos, Evangelos Chartampilas 等
2022-01-23T08:40:12Z
置信度 0.70
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Machine learning algorithms are being used extensively in biomedical fields for segmentation and analysis. These algorithms use features derived from images as input to make a conclusion. So, choosing proper feature extraction methods pooled with suitable Machi…
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Amar S. Chandgude, Farah Haneef
2026-06-26T15:05:36Z
置信度 0.70
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crossref
2022-06-24T09:07:23Z
置信度 0.70
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This seminar provides an in-depth exploration of causal machine learning, equipping participants with sophisticated techniques to differentiate causation from correlation using modern machine learning tools integrated with robust econometric methods. By introd…
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Melvyn Weeks
2025-09-14T10:11:44Z
置信度 0.70
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2024-05-14T03:56:27Z
置信度 0.70
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Rogers P. Hall, Brian Falkenhainer, Nicholas Flann, Steve Hampson 等
2003-04-04T16:57:10Z
置信度 0.70
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Yu Geng, Qin Li, Geng Yang, Wan Qiu
2024-08-29T20:24:55Z
置信度 0.70
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Shaoliang Zhang, Christian Häger
2022-03-18T10:02:05Z
置信度 0.70
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Sergei Manzhos, Manabu Ihara, Tucker Carrington
2022-09-23T21:53:22Z
置信度 0.70
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Today, machine learning is a widely used technique. An important artificial intelligence-led advancement in the field of digitalization solutions is machine learning, which was primarily a subcategory of artificial intelligence and attracted substantial attent…
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S. Saranyadevi, Lekshmi Gangadhar
2025-01-28T19:00:48Z
置信度 0.70