Tag: Predictive

Free Download and Medicine National Academies of Sciences, Engineering, "Therapeutic Development in the Absence of Predictive Animal Models of Nervous System Disorders: Proceedings of a Worksho"
English | ISBN: 0309455138 | 2017 | 94 pages | EPUB | 1060 KB
Compared with other disease areas, central nervous system (CNS) disorders have had the highest failure rate for new compounds in advanced clinical trials. Most CNS drugs fail because of efficacy, and the core issue underlying these problems is a poor understanding of disease biology. Concern about the poor productivity in neuroscience drug development has gained intensity over the past decade, amplified by a retraction in investment from the pharmaceutical industry. This retreat by industry has been fueled by the high failure rate of compounds in advanced clinical trials for nervous system disorders.

Free Download Simulating Business Processes for Descriptive, Predictive, and Prescriptive Analytics
by Andrew Greasley
English | 2019 | ISBN: 1547416742 | 350 Pages | True EPUB | 12 MB

Free Download Shivangi Narayan, "Predictive Policing and The Construction of The ‘Criminal’: An Ethnographic Study of Delhi Police "
English | ISBN: 3031401018 | 2023 | 147 pages | PDF | 2 MB
This book provides a cultural investigation of the police in India and how it uses data and algorithmic tools for crime mapping.The book draws on an ethnographic study of Delhi Police’s hotspot mapping endeavour. It provides a sociological investigation of the police in India and how they use data and algorithmic tools for crime mapping. It discusses how ‘criminals’ are constructed in these systems, typically, the marginalised residents of slums and immigrant colonies. It explores how the algorithm reifies existing assumptions and prejudices about ‘criminals’ as artificial intelligence systems are deeply intertwined with the culture and beliefs of those who make and use them. It pays special attention to the discriminatory practices of relevant police officers and how this ‘predictive’ policing perpetuates harm to the most marginalised. This book contributes to discussions around big data and surveillance studies broadly.

Free Download Islem Rekik, "Predictive Intelligence in Medicine: 5th International Workshop, PRIME 2022, Held in Conjunction with MICCAI 2022, Singa"
English | ISBN: 3031169182 | 2022 | 224 pages | PDF | 26 MB
This book constitutes the proceedings of the 5th International Workshop on Predictive Intelligence in Medicine, PRIME 2022, held in conjunction with MICCAI 2022 as a hybrid event in Singapore, in September 2022.

Free Download Islem Rekik, "Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021, Held in Conjunction with MICCAI 2021, Stras"
English | ISBN: 3030876012 | 2021 | 296 pages | PDF | 38 MB
This book constitutes the proceedings of the 4th International Workshop on Predictive Intelligence in Medicine, PRIME 2021, held in conjunction with MICCAI 2021, in Strasbourg, France, in October 2021.*

Free Download Optimized Predictive Models in Health Care Using Machine Learning
English | 2024 | ISBN: 1394174624 | 444 Pages | EPUB | 7 MB
The book focuses on how humans and computers interact to ever-increasing levels of complexity and simplicity and provides content on the theory of optimized predictive model design, evaluation, and user diversity. Predictive modeling, a field of machine learning, has emerged as a powerful tool in healthcare for identifying high-risk patients, predicting disease progression, and optimizing treatment plans. By leveraging data from various sources, predictive models can help healthcare providers make informed decisions, resulting in better patient outcomes and reduced costs.

Free Download Model Predictive Control
by Baocang Ding, Yuanqing Yang
English | 2024 | ISBN: 1119471397 | 307 pages | True PDF EPUB | 32.36 MB

Free Download Sabo Miya Hassan, Rosdiazli Ibrahim, Nordin Saad, "Hybrid PID Based Predictive Control Strategies for WirelessHART Networked Control Systems"
English | 2020 | pages: 165 | ISBN: 3030477363, 3030477398 | PDF | 10,7 mb
Recent advances in wireless technology have led to the emergence of industry standards such as WirelessHART. These strategies minimise the need for cumbersome cabling, thereby reducing costs. However, applying them involves the challenge of handling stochastic network delays, which can degrade control performance. To address this problem, commonly used simple PID could be employed. However, PID suffers from gain range limitations when used in a delayed environment. Furthermore, model-based controllers are complex and require exact models of the process and systematic system identification for implementation.

Free Download Predictive Analytics for the Modern Enterprise (Fourth Early Release) by Nooruddin Abbas Ali
English | 2023 | ISBN: 9781098136857 | 235 pages | PDF | 6.03 Mb
If you’re a data professional, you need to be aligned with your company’s business activities more than ever before. This practical book provides the background, tools, and best practices necessary to help you design, implement, and operationalize predictive analytics in the cloud. Author Nooruddin Abbas Ali, principal solutions architect at MongoDB, brings you up to speed through industry use cases and end-to-end hands-on examples.

Free Download q-RASAR: A Path to Predictive Cheminformatics
English | 2024 | ISBN: 3031520564 | 168 Pages | PDF EPUB (True) | 8 MB
This brief offers an introduction to the fascinating new field of quantitative read-across structure-activity relationships (q-RASAR) as a cheminformatics modeling approach in the background of quantitative structure-activity relationships (QSAR) and read-across (RA) as data gap-filling methods. It discusses the genesis and model development of q-RASAR models demonstrating practical examples. It also showcases successful case studies on the application of q-RASAR modeling in medicinal chemistry, predictive toxicology, and materials sciences. The book also includes the tools used for q-RASAR model development for new users. It is a valuable resource for researchers and students interested in grasping the development algorithm of q-RASAR models and their application within specific research domains.