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Haoru Chen
2025-01-08T19:58:48Z
置信度 0.70
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2024-10-08T16:48:48Z
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Kenneth A. de Jong, William M. Spears, Diana F. Gordon
2003-04-04T16:55:36Z
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2024-10-08T16:48:48Z
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2003-04-04T16:55:36Z
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2023-03-15T06:40:46Z
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This chapter offers a brief introduction to scientific programming with Python with an emphasis on some mathematical operations that will form the basis of many algorithms. This will specifically include working with matrices and convolutions. Python is a high…
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Thomas P. Trappenberg
2020-01-23T10:54:46Z
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Roger Barga, Valentine Fontama, Wee Hyong Tok
2014-12-01T10:54:11Z
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2018-12-13T23:09:24Z
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Ensemble methods, particularly boosting, bagging, and stacking, have revolutionized machine learning by enhancing model performance through advanced aggregation techniques. This chapter provides an in-depth exploration of these methods, with a focus on novel a…
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2024-03-22T14:00:37Z
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Sangeeta Mittal
2022-11-22T13:56:53Z
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Dennis Decoste, Bernhard Schölkopf
2002-12-23T08:38:06Z
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Cuiping Ma
2026-08-14T14:55:20Z
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Jianping Zhang, Ryszard S. Michalski
2003-04-04T16:55:36Z
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2021-08-12T13:05:23Z
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Arnaud Lallouet, Andreï Legtchenko
2005-11-09T06:54:27Z
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Fabrice Ottburg, Dennis Lammertsma, Jaap Bloem, Wim Dimmers 等
2018-04-20T07:30:22Z
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Hong-Sheng Zheng, Yu-Yuan Liu, Chen-Fong Hsu, Tsung Tai Yeh
2026-03-02T13:18:04Z
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2017-11-30T07:17:33Z
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The integration of advanced optimization algorithms and mathematical intelligence has revolutionized the design and operation of modern engineering systems. This chapter explores the synergies between optimization techniques and machine learning, focusing on t…
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A Thangam, Vijay Kumar Dwivedi
2026-05-13T04:03:28Z
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Serious games are video games designed for more than just pure entertainment purposes [1]. Serious games developers combine traditional game mechanics and the ideas to educate, inform and facilitate social change [2]. These games can be used in many occasions,…
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Zihao Lin, Jonathan Sahagun
2023-09-02T16:25:26Z
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Anurag, J Naren
2022-07-05T00:14:11Z
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Leonardo Carbonara, Derek Sleeman
2002-12-22T05:54:50Z
置信度 0.70
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Search query classification is a necessary step for a number of information retrieval tasks. This chapter presents an approach to non-hierarchical classification of search queries that focuses on two specific areas of machine learning: short text classificatio…
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Isak Taksa, Sarah Zelikovitz, Amanda Spink
2011-10-04T09:46:18Z
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Pierre Baldi
2008-04-28T17:34:00Z
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Timothy Oladunni, Sharad Sharma
2017-02-07T20:39:53Z
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Colin de la Higuera
2002-12-22T04:48:21Z
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2022-05-04T17:03:22Z
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2025-07-29T15:15:48Z
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Due to technological advancements, humans are able to produce more food than ever before. In fact, the food production level is so high that all population could be supported if the food resource is distributed correctly. Yet, it is more than common to see ite…
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Tianyu Li, Yu Sun
2022-09-19T07:46:03Z
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2024-07-22T17:02:37Z
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Patanjali Kashyap
2023-12-22T12:03:36Z
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2024-09-19T14:13:15Z
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Lirui Liu
2022-02-15T20:54:54Z
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Christopher M. Rosett, Austin Hagerty
2021-06-14T09:02:48Z
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2022-12-16T17:03:00Z
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Lokesh Kumar Saxena, Manishikha Saxena
2020-10-06T08:47:09Z
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Yu-Xin Meng
2011-09-21T16:16:22Z
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2022-11-15T20:45:01Z
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2022-12-06T14:08:30Z
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Arunkumar Vijayan, Krishnendu Chakrabarty, Mehdi B. Tahoori
2019-03-15T12:32:24Z
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Abstract Machine learning (ML) algorithms are often assumed to be the most accurate way of producing pre-dictive models despite problems with explainability and adverse impact. The 3rd annual Society for Industrial and Organizational Psychology Machine Learnin…
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Jason L. Harman, Jaelle Scheuerman
2022-09-14T21:30:47Z
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2024-11-21T19:04:04Z
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Marc Boulle
2004-03-15T22:58:02Z
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This chapter discusses the basic operation of an artificial neural network which is the major paradigm of deep learning. The name derives from an analogy to a biological brain. The discussion begins by outlining the basic operations of neurons in the brain and…
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Thomas P. Trappenberg
2020-01-23T10:56:00Z
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Bharat K. Jasthi, Venkataramana Gadhamshetty, Grigoriy A. Sereda, Alexey Lipatov
2023-12-04T12:44:20Z
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Tiange Tian
2023-03-07T18:42:09Z
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Gareth M. James
2003-04-04T16:57:10Z
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Robert E. Schapire, Manfred K. Warmuth
2003-02-06T17:07:14Z
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Eric Carter, Matthew Hurst
2019-08-21T11:03:53Z
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Shyamasree Ghosh, Rathi Dasgupta
2022-05-04T17:03:22Z
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2023-03-15T06:40:46Z
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Elham Ghanbari, Sara Najafzadeh
2020-08-29T14:09:59Z
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Tony Thomas, Athira P. Vijayaraghavan, Sabu Emmanuel
2019-12-16T22:02:52Z
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Magnetic materials are used in a variety of applications, such as electric generators, speakers, hard drives, MRI machines, etc. Discovery of new magnetic materials with desirable properties is essential for advancement in these applications. In this research …
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Yogesh Khatri, Arti Kashyap
2023-12-01T14:17:30Z
置信度 0.70
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In text categorization, texts are sorted into groups according to their content. It is the process of automatically classifying texts written in natural languages according to a set of guidelines. Both text comprehension systems, which perform transformations …
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Dikshit Sharma
2025-02-12T11:53:51Z
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Boxu Zhu
2026-01-22T20:58:30Z
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Kevin Ashley
2020-08-24T08:03:59Z
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Ron Meir
2002-12-22T05:54:50Z
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Malware is a global problem. Malware's impact according to studies is escalating. In the fight against malware, Malware detection and analysis techniques are the most important defense tools. That which makes a detector good, or terrible, is largely determined…
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Sridevi, T. K. Gundoor, Rajeev Mulimani
2025-04-16T11:55:06Z
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2024-02-06T19:44:47Z
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Shyamasree Ghosh, Rathi Dasgupta
2022-05-04T17:03:22Z
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Alexander Jung
2022-01-21T09:03:38Z
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crossref
Marco Ramoni, Paola Sebastiani, Paul Cohen
2002-12-23T17:11:47Z
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Abstract Multiple sclerosis (MS) is characterized by inflammatory activity and neurodegeneration, leading to the accumulation of damage to the central nervous system resulting in the accumulation of disability. MRI depicts an important part of the pathology of…
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Bas Jasperse, Frederik Barkhof
2023-07-24T19:03:02Z
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Koji Saisho, Alberto Petrilli, Shigeki Sumiya, Masataka Yamamoto 等
2024-01-29T18:32:04Z
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Shyamasree Ghosh, Rathi Dasgupta
2022-05-04T17:03:22Z
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Musferah Musferah
2025-06-19T20:23:25Z
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Agastya Chennamsetty, Atul Dubey
2025-03-04T18:39:11Z
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Haoling Xie
2026-01-22T20:58:30Z
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Mariam Khaled Galal, Zafar Said
2026-06-26T13:32:30Z
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Harris Drucker, Corinna Cortes, L.D. Jackel, Yann LeCun 等
2014-07-01T02:58:38Z
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Samuel Gershman
2026-03-30T19:56:33Z
置信度 0.70
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crossref
Danvir Mandal, Shyam Sundar Pattnaik
2023-10-17T06:45:46Z
置信度 0.70
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Scientific Machine Learning is built on the science-of-counting, is deductively solvable, and well-suited to business and human applications that naturally count. From the Gibbs formalism, Scientific Machine Learning produces unique and exact scientific measur…
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Mark Temple-Raston
2026-04-02T09:54:07Z
置信度 0.70
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Lawrence K. Saul, Mazin G. Rahim
2002-12-22T05:54:50Z
置信度 0.70
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crossref
2022-03-29T22:31:43Z
置信度 0.70
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Abstract This chapter provides an introduction to machine learning for a non-technical readership. Machine learning is an approach to artificial intelligence. The chapter thus starts with a brief history of artificial intelligence in order to put machine learn…
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Olivier Colliot
2023-07-24T19:03:02Z
置信度 0.70
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Susmita Ray
2019-10-10T19:12:41Z
置信度 0.70
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This paper examines the usage of machine learning models in forecasting performance and retention among employees, important organizational performance elements. Both substandard performance and high turnover are expensive, and in turn, insights based on data …
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Nishitha Reddy Nalla
2025-02-28T12:43:01Z
置信度 0.70
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Abstract Medicine and healthcare are crucial areas in the application of machine learning (ML) and artificial intelligence (AI). While ML promises to revolutionize healthcare, it also raises various social, ethical, and regulatory issues as well as novel socio…
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Wanheng Hu
2024-05-22T15:25:51Z
置信度 0.70
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Jin Xie
2026-08-14T14:55:03Z
置信度 0.70
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Abstract The aim of the Stat Log project is to compare the performance of statistical, machine learning, and neural network algorithms, on large real world problems. This paper describes the completed work on classification in the Stat Log project. Classificat…
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R D King, R Henery, C Feng, A Sutherland
2023-11-02T13:23:57Z
置信度 0.70
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Dalam dunia computer vision, riset tentang ekspresi wajah sudah dicoba oleh Chinese Academy of Sciences MicroExpression (CASME). Riset tersebut membuat basis informasi yang ada sebagian foto ekspresi wajah yang bertujuan buat menolong riset di bidang computer …
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Rizqi Ramadhan, Ike Fibriani, Widya Cahyadi
2022-12-14T14:58:27Z
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Belkharroubi Lakhdar, Khadidja Yahyaoui
2022-02-25T22:49:03Z
置信度 0.70
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Benjamin David Evans, Hendrik Willem Jordaan, Herman Arnold Engelbrecht
2023-09-04T19:32:25Z
置信度 0.70
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SafePredict is a novel meta-algorithm that works with any base prediction algorithm for online data to guarantee an arbitrarily chosen correctness rate, 1−ϵ, by allowing refusals. Allowing refusals means that the meta-algorithm may refuse to emit a prediction …
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David Ramirez
2022-10-17T23:42:15Z
置信度 0.70
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Yongkai Wu, Lu Zhang, Xintao Wu
2023-11-25T13:02:19Z
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Arjun Panesar
2020-12-15T14:05:55Z
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Jyothi Bellary, Bhargavi Peyakunta, Sekhar Konetigari
2010-05-12T20:45:22Z
置信度 0.70
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Mohammad Reza Mahdiani
2026-04-30T22:20:08Z
置信度 0.70
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Gerald Friedland
2023-12-01T06:04:04Z
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Marius Pesavento, Florian Bahlke
2019-12-13T21:26:07Z
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Dimitrios Kalles, Tim Morris
2003-02-06T17:07:14Z
置信度 0.70
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Salim Heddam
2023-01-27T11:57:43Z
置信度 0.70
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crossref
2020-07-15T10:43:29Z
置信度 0.70
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Abstract The focus of this chapter is on how machine learning (ML) affects the analysis of culture in sociology. It shows how ML has greatly advanced the analysis of culture with new tools that enable a massive, fine-grained extraction of information from text…
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Sophie Mützel, Étienne Ollion
2024-06-20T16:27:54Z
置信度 0.70