Distilling Knowledge

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Distilling Knowledge

Author : Bruce T. MORAN
Publisher : Harvard University Press
ISBN 13 : 0674041224
Total Pages : 221 pages
Book Rating : 4.6/5 (74 download)

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Book Synopsis Distilling Knowledge by : Bruce T. MORAN

Download or read book Distilling Knowledge written by Bruce T. MORAN and published by Harvard University Press. This book was released on 2009-06-30 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reacting to the perception that the break, early on in the scientific revolution, between alchemy and chemistry was clean and abrupt, Moran literately and engagingly recaps what was actually a slow process. Far from being the superstitious amalgam it is now considered, alchemy was genuine science before and during the scientific revolution. The distinctive alchemical procedure--distillation--became the fundamental method of analytical chemistry, and the alchemical goal of transmuting "base metals" into gold and silver led to the understanding of compounds and elements. What alchemy very gradually but finally lost in giving way to chemistry was its spiritual or religious aspect, the linkages it discerned between purely physical and psychological properties. Drawing saliently from the most influential alchemical and scientific texts of the medieval to modern epoch (especially the turbulent and eventful seventeenth century), Moran fashions a model short history of science volume

Distilling Knowledge

Author : Bruce T. Moran
Publisher : Harvard University Press
ISBN 13 : 9780674014954
Total Pages : 238 pages
Book Rating : 4.0/5 (149 download)

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Book Synopsis Distilling Knowledge by : Bruce T. Moran

Download or read book Distilling Knowledge written by Bruce T. Moran and published by Harvard University Press. This book was released on 2005-01-30 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Alchemy can't be science--common sense tells us as much. But perhaps common sense is not the best measure of what science is, or was. In this book, Bruce Moran looks past contemporary assumptions and prejudices to determine what alchemists were actually doing in the context of early modern science. Examining the ways alchemy and chemistry were studied and practiced between 1400 and 1700, he shows how these approaches influenced their respective practitioners' ideas about nature and shaped their inquiries into the workings of the natural world. His work sets up a dialogue between what historians have usually presented as separate spheres; here we see how alchemists and early chemists exchanged ideas and methods and in fact shared a territory between their two disciplines. Distilling Knowledge suggests that scientific revolution may wear a different appearance in different cultural contexts. The metaphor of the Scientific Revolution, Moran argues, can be expanded to make sense of alchemy and other so-called pseudo-sciences--by including a new framework in which "process can count as an object, in which making leads to learning, and in which the messiness of conflict leads to discernment." Seen on its own terms, alchemy can stand within the bounds of demonstrative science.

Machine Learning and Knowledge Discovery in Databases

Author : Massih-Reza Amini
Publisher : Springer Nature
ISBN 13 : 3031264096
Total Pages : 722 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases by : Massih-Reza Amini

Download or read book Machine Learning and Knowledge Discovery in Databases written by Massih-Reza Amini and published by Springer Nature. This book was released on 2023-03-16 with total page 722 pages. Available in PDF, EPUB and Kindle. Book excerpt: The multi-volume set LNAI 13713 until 13718 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2022, which took place in Grenoble, France, in September 2022. The 236 full papers presented in these proceedings were carefully reviewed and selected from a total of 1060 submissions. In addition, the proceedings include 17 Demo Track contributions. The volumes are organized in topical sections as follows: Part I: Clustering and dimensionality reduction; anomaly detection; interpretability and explainability; ranking and recommender systems; transfer and multitask learning; Part II: Networks and graphs; knowledge graphs; social network analysis; graph neural networks; natural language processing and text mining; conversational systems; Part III: Deep learning; robust and adversarial machine learning; generative models; computer vision; meta-learning, neural architecture search; Part IV: Reinforcement learning; multi-agent reinforcement learning; bandits and online learning; active and semi-supervised learning; private and federated learning; . Part V: Supervised learning; probabilistic inference; optimal transport; optimization; quantum, hardware; sustainability; Part VI: Time series; financial machine learning; applications; applications: transportation; demo track.

Computational Methods for Deep Learning

Author : Wei Qi Yan
Publisher : Springer Nature
ISBN 13 : 9819948231
Total Pages : 235 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Computational Methods for Deep Learning by : Wei Qi Yan

Download or read book Computational Methods for Deep Learning written by Wei Qi Yan and published by Springer Nature. This book was released on 2023-10-17 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of this textbook was published in 2021. Over the past two years, we have invested in enhancing all aspects of deep learning methods to ensure the book is comprehensive and impeccable. Taking into account feedback from our readers and audience, the author has diligently updated this book. The second edition of this textbook presents control theory, transformer models, and graph neural networks (GNN) in deep learning. We have incorporated the latest algorithmic advances and large-scale deep learning models, such as GPTs, to align with the current research trends. Through the second edition, this book showcases how computational methods in deep learning serve as a dynamic driving force in this era of artificial intelligence (AI). This book is intended for research students, engineers, as well as computer scientists with interest in computational methods in deep learning. Furthermore, it is also well-suited for researchers exploring topics such as machine intelligence, robotic control, and related areas.

Computer Vision – ECCV 2022

Author : Shai Avidan
Publisher : Springer Nature
ISBN 13 : 3031200837
Total Pages : 801 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Computer Vision – ECCV 2022 by : Shai Avidan

Download or read book Computer Vision – ECCV 2022 written by Shai Avidan and published by Springer Nature. This book was released on 2022-11-02 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 23–27, 2022. The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.

Machine Learning and Knowledge Discovery in Databases: Research Track

Author : Danai Koutra
Publisher : Springer Nature
ISBN 13 : 3031434188
Total Pages : 752 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases: Research Track by : Danai Koutra

Download or read book Machine Learning and Knowledge Discovery in Databases: Research Track written by Danai Koutra and published by Springer Nature. This book was released on 2023-09-16 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023. The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. The volumes are organized in topical sections as follows: Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality; Clustering. Part II: Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models; Graph Contrastive Learning. Part III: Graph Neural Networks; Graphs; Interpretability; Knowledge Graphs; Large-scale Learning. Part IV: Natural Language Processing; Neuro/Symbolic Learning; Optimization; Recommender Systems; Reinforcement Learning; Representation Learning. Part V: Robustness; Time Series; Transfer and Multitask Learning. Part VI: Applied Machine Learning; Computational Social Sciences; Finance; Hardware and Systems; Healthcare & Bioinformatics; Human-Computer Interaction; Recommendation and Information Retrieval. Part VII: Sustainability, Climate, and Environment.- Transportation & Urban Planning.- Demo.

Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning

Author : Igor V. Tetko
Publisher : Springer Nature
ISBN 13 : 3030304841
Total Pages : 807 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning by : Igor V. Tetko

Download or read book Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning written by Igor V. Tetko and published by Springer Nature. This book was released on 2019-09-09 with total page 807 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings set LNCS 11727, 11728, 11729, 11730, and 11731 constitute the proceedings of the 28th International Conference on Artificial Neural Networks, ICANN 2019, held in Munich, Germany, in September 2019. The total of 277 full papers and 43 short papers presented in these proceedings was carefully reviewed and selected from 494 submissions. They were organized in 5 volumes focusing on theoretical neural computation; deep learning; image processing; text and time series; and workshop and special sessions.

ECAI 2020

Author : G. De Giacomo
Publisher : IOS Press
ISBN 13 : 164368101X
Total Pages : 3122 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis ECAI 2020 by : G. De Giacomo

Download or read book ECAI 2020 written by G. De Giacomo and published by IOS Press. This book was released on 2020-09-11 with total page 3122 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), held in Santiago de Compostela, Spain, from 29 August to 8 September 2020. The conference was postponed from June, and much of it conducted online due to the COVID-19 restrictions. The conference is one of the principal occasions for researchers and practitioners of AI to meet and discuss the latest trends and challenges in all fields of AI and to demonstrate innovative applications and uses of advanced AI technology. The book also includes the proceedings of the 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) held at the same time. A record number of more than 1,700 submissions was received for ECAI 2020, of which 1,443 were reviewed. Of these, 361 full-papers and 36 highlight papers were accepted (an acceptance rate of 25% for full-papers and 45% for highlight papers). The book is divided into three sections: ECAI full papers; ECAI highlight papers; and PAIS papers. The topics of these papers cover all aspects of AI, including Agent-based and Multi-agent Systems; Computational Intelligence; Constraints and Satisfiability; Games and Virtual Environments; Heuristic Search; Human Aspects in AI; Information Retrieval and Filtering; Knowledge Representation and Reasoning; Machine Learning; Multidisciplinary Topics and Applications; Natural Language Processing; Planning and Scheduling; Robotics; Safe, Explainable, and Trustworthy AI; Semantic Technologies; Uncertainty in AI; and Vision. The book will be of interest to all those whose work involves the use of AI technology.

The Crisis from Within: Historians, Theory, and the Humanities

Author : Nigel Raab
Publisher : BRILL
ISBN 13 : 9004292721
Total Pages : 281 pages
Book Rating : 4.0/5 (42 download)

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Book Synopsis The Crisis from Within: Historians, Theory, and the Humanities by : Nigel Raab

Download or read book The Crisis from Within: Historians, Theory, and the Humanities written by Nigel Raab and published by BRILL. This book was released on 2015-05-19 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: In The Crisis from Within, Nigel Raab examines analytic problems which emerge when philosophical and literary theories are introduced in historical analysis. By drawing from a vast range of historical works, it highlights dangers inherent to using theory.

Distilling the South

Author : Kathleen Purvis
Publisher : UNC Press Books
ISBN 13 : 1469640627
Total Pages : 300 pages
Book Rating : 4.4/5 (696 download)

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Book Synopsis Distilling the South by : Kathleen Purvis

Download or read book Distilling the South written by Kathleen Purvis and published by UNC Press Books. This book was released on 2018-04-10 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intrepid Kathleen Purvis traveled extensively throughout the South to create this first-ever guide to the region's burgeoning craft-liquor movement, capturing her journey in the creation of six original Liquor Trails. As fascinating as the craft itself are the distillers' experiences and backstories. Purvis chronicles them with verve and insight, bringing her knowledge of southern foodways and traditions to bear on the flourishing of the distiller's art. She shows how new entrepreneurs, part of the all-American food and drink renaissance, are positioning themselves to find both the inspiration and land ranging from West Virginia to Louisiana for their farm- or farm-ingredients-based distilleries. They are creating new and sought-after bourbons, whiskies, rums, gins, and much more. Their cordials are flavored with pumpkins, raspberries, peaches, and other local products; not long ago, a West Virginian's black walnut liqueur won the prize for the best nut cordial at the San Francisco World Spirits Competition. Driven by legacy and passion, today's distillers are creating a new southern tradition--one that you can now explore with an inimitable writer. Each Liquor Trail covers one or several states and features particularly worthy distilleries that Purvis has personally selected. The trails also feature maps, a complete listing of distilleries in each territory, on-site photographs, and some dynamite drink recipes direct from the distillers.

Fundamentals of Distillery Practice

Author : Herman F. Willkie
Publisher :
ISBN 13 : 9781736980200
Total Pages : 206 pages
Book Rating : 4.9/5 (82 download)

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Book Synopsis Fundamentals of Distillery Practice by : Herman F. Willkie

Download or read book Fundamentals of Distillery Practice written by Herman F. Willkie and published by . This book was released on 2021-04-02 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written specifically for use in the educational program of the production division of Seagram Distillers Corporation, this volume provides a fundamental explanation of the physical and chemical processes involved in the operation of a grain alcohol distillery.

Learning Approaches in Signal Processing

Author : Wan-Chi Siu
Publisher : CRC Press
ISBN 13 : 0429592264
Total Pages : 678 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Learning Approaches in Signal Processing by : Wan-Chi Siu

Download or read book Learning Approaches in Signal Processing written by Wan-Chi Siu and published by CRC Press. This book was released on 2018-12-07 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an up-to-date tutorial and overview on learning technologies such as random forests, sparsity, and low-rank matrix estimation and cutting-edge visual/signal processing techniques, including face recognition, Kalman filtering, and multirate DSP. It discusses the applications that make use of deep learning, convolutional neural networks, random forests, etc.

Cutting Edge Applications of Computational Intelligence Tools and Techniques

Author : Kevin Daimi
Publisher : Springer Nature
ISBN 13 : 3031441273
Total Pages : 355 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Cutting Edge Applications of Computational Intelligence Tools and Techniques by : Kevin Daimi

Download or read book Cutting Edge Applications of Computational Intelligence Tools and Techniques written by Kevin Daimi and published by Springer Nature. This book was released on 2023-11-30 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book delivers an excellent professional development resource for educators and practitioners on the cutting-edge computational intelligence techniques and applications. It covers many areas and topics of computational intelligence techniques and applications proposed by computational intelligence experts and researchers and furthers the enhancement of the community outreach and engagement component of computational intelligence techniques and applications. Furthermore, it presents a rich collection of manuscripts in highly regarded computational intelligence techniques and applications topics that have been creatively compiled. Computers are capable of learning from data and observations and providing solutions to real-life complex problems, following the same reasoning approach of human experts in various fields. This book endows a rich collection of applications in widespread areas. Among the areas addressed in this book are Computational Intelligence Principles and Techniques; CI in Manufacturing, Engineering, and Industry; CI in Recognition and Processing; CI in Robotics and Automation; CI in Communications and Networking; CI in Traditional Vehicles, Electric Vehicles, and Autonomous Vehicles; CI in Smart Cities and Smart Energy Systems; and CI in Finance, Business, Economics, and Education. These areas span many topics including repetitive manufacturing, discrete manufacturing, process manufacturing, electronic systems, speech recognition, pattern recognition, signal processing, image processing, industrial monitoring, vision systems for automation and robotics, cooperative and network robotics, perception, planning, control, urban traffic networks control, vehicle-to-roadside communications, smart buildings, smart urbanism, smart infrastructure, smart connected communities, smart energy, security, arts, and music.

Advances in Knowledge Discovery and Data Mining

Author : Hisashi Kashima
Publisher : Springer Nature
ISBN 13 : 3031333802
Total Pages : 419 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Advances in Knowledge Discovery and Data Mining by : Hisashi Kashima

Download or read book Advances in Knowledge Discovery and Data Mining written by Hisashi Kashima and published by Springer Nature. This book was released on 2023-05-26 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 4-volume set LNAI 13935 - 13938 constitutes the proceedings of the 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, which took place in Osaka, Japan during May 25–28, 2023. The 143 papers presented in these proceedings were carefully reviewed and selected from 813 submissions. They deal with new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, big data technologies, and foundations.

Advances in Knowledge Discovery and Data Mining

Author : Qiang Yang
Publisher : Springer
ISBN 13 : 3030161420
Total Pages : 575 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Advances in Knowledge Discovery and Data Mining by : Qiang Yang

Download or read book Advances in Knowledge Discovery and Data Mining written by Qiang Yang and published by Springer. This book was released on 2019-04-03 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNAI 11439, 11440, and 11441 constitutes the thoroughly refereed proceedings of the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, held in Macau, China, in April 2019. The 137 full papers presented were carefully reviewed and selected from 542 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: classification and supervised learning; text and opinion mining; spatio-temporal and stream data mining; factor and tensor analysis; healthcare, bioinformatics and related topics; clustering and anomaly detection; deep learning models and applications; sequential pattern mining; weakly supervised learning; recommender system; social network and graph mining; data pre-processing and featureselection; representation learning and embedding; mining unstructured and semi-structured data; behavioral data mining; visual data mining; and knowledge graph and interpretable data mining.

Facts about Sugar

Author :
Publisher :
ISBN 13 :
Total Pages : 476 pages
Book Rating : 4.:/5 (27 download)

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Book Synopsis Facts about Sugar by :

Download or read book Facts about Sugar written by and published by . This book was released on 1922 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Performance Through Learning

Author : Kurt April
Publisher : Routledge
ISBN 13 : 1136374132
Total Pages : 415 pages
Book Rating : 4.1/5 (363 download)

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Book Synopsis Performance Through Learning by : Kurt April

Download or read book Performance Through Learning written by Kurt April and published by Routledge. This book was released on 2012-06-25 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance Through Learning is a practical guide to the key issues surrounding knowledge management from a human resource perspective and provides incisive insights into developing a strategy linked to organizational learning. The authors present a framework and model that practitioners within organizations can adapt to increase performance through learning using knowledge management tools. The book is divided into two parts and includes: *An overview of theory *Case studies and practitioner stories from a range of KM initiatives *Tools and techniques for implementing an effective KM strategy. Written by a respected international author team, the book provides an understanding of the theory that supports knowledge management in the current business environment. Drawing upon real-life examples across a variety of organizational settings, from large global financial and professional services firms, to multinational oil and mining companies, to a small charity in the voluntary sector