Insurance, Biases, Discrimination and Fairness

Insurance, Biases, Discrimination and Fairness PDF Author: Arthur Charpentier
Publisher: Springer Nature
ISBN: 303149783X
Category :
Languages : en
Pages : 491

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Book Description

Insurance, Biases, Discrimination and Fairness

Insurance, Biases, Discrimination and Fairness PDF Author: Arthur Charpentier
Publisher: Springer Nature
ISBN: 303149783X
Category :
Languages : en
Pages : 491

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Book Description


Communities in Action

Communities in Action PDF Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309452961
Category : Medical
Languages : en
Pages : 583

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Book Description
In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.

Underwriting Manual

Underwriting Manual PDF Author: United States. Federal Housing Administration
Publisher:
ISBN:
Category : Housing
Languages : en
Pages : 264

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Book Description


Machine Learning for Econometrics and Related Topics

Machine Learning for Econometrics and Related Topics PDF Author: Vladik Kreinovich
Publisher: Springer Nature
ISBN: 3031436016
Category :
Languages : en
Pages : 491

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Book Description


Machine Learning and Knowledge Discovery in Databases: Research Track

Machine Learning and Knowledge Discovery in Databases: Research Track PDF Author: Danai Koutra
Publisher: Springer Nature
ISBN: 3031434153
Category : Computers
Languages : en
Pages : 758

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Book Description
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.

Homeowners' Insurance Discrimination

Homeowners' Insurance Discrimination PDF Author: United States. Congress. Senate. Committee on Banking, Housing, and Urban Affairs
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 164

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Book Description


Measuring Racial Discrimination

Measuring Racial Discrimination PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 0309091268
Category : Social Science
Languages : en
Pages : 335

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Book Description
Many racial and ethnic groups in the United States, including blacks, Hispanics, Asians, American Indians, and others, have historically faced severe discriminationâ€"pervasive and open denial of civil, social, political, educational, and economic opportunities. Today, large differences among racial and ethnic groups continue to exist in employment, income and wealth, housing, education, criminal justice, health, and other areas. While many factors may contribute to such differences, their size and extent suggest that various forms of discriminatory treatment persist in U.S. society and serve to undercut the achievement of equal opportunity. Measuring Racial Discrimination considers the definition of race and racial discrimination, reviews the existing techniques used to measure racial discrimination, and identifies new tools and areas for future research. The book conducts a thorough evaluation of current methodologies for a wide range of circumstances in which racial discrimination may occur, and makes recommendations on how to better assess the presence and effects of discrimination.

Sex and Gender Bias in Technology and Artificial Intelligence

Sex and Gender Bias in Technology and Artificial Intelligence PDF Author: Davide Cirillo
Publisher: Academic Press
ISBN: 0128213930
Category : Medical
Languages : en
Pages : 280

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Book Description
Sex and Gender Bias in Technology and Artificial Intelligence: Biomedicine and Healthcare Applications details the integration of sex and gender as critical factors in innovative technologies (artificial intelligence, digital medicine, natural language processing, robotics) for biomedicine and healthcare applications. By systematically reviewing existing scientific literature, a multidisciplinary group of international experts analyze diverse aspects of the complex relationship between sex and gender, health and technology, providing a perspective overview of the pressing need of an ethically-informed science. The reader is guided through the latest implementations and insights in technological areas of accelerated growth, putting forward the neglected and overlooked aspects of sex and gender in biomedical research and healthcare solutions that leverage artificial intelligence, biosensors, and personalized medicine approaches to predict and prevent disease outcomes. The reader comes away with a critical understanding of this fundamental issue for the sake of better future technologies and more effective clinical approaches. - First comprehensive title addressing the topic of sex and gender biases and artificial intelligence applications to biomedical research and healthcare - Co-published by the Women's Brain Project, a leading non-profit organization in this area - Guides the reader through important topics like the Generation of Clinical Data, Clinical Trials, Big Data Analytics, Digital Biomarkers, Natural Language Processing

Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track

Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track PDF Author: Gianmarco De Francisci Morales
Publisher: Springer Nature
ISBN: 3031434277
Category :
Languages : en
Pages : 745

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Book Description


Underwriters of the United States

Underwriters of the United States PDF Author: Hannah Farber
Publisher: UNC Press Books
ISBN: 1469663643
Category : History
Languages : en
Pages : 350

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Book Description
Unassuming but formidable, American maritime insurers used their position at the pinnacle of global trade to shape the new nation. The international information they gathered and the capital they generated enabled them to play central roles in state building and economic development. During the Revolution, they helped the U.S. negotiate foreign loans, sell state debts, and establish a single national bank. Afterward, they increased their influence by lending money to the federal government and to its citizens. Even as federal and state governments began to encroach on their domain, maritime insurers adapted, preserving their autonomy and authority through extensive involvement in the formation of commercial law. Leveraging their claims to unmatched expertise, they operated free from government interference while simultaneously embedding themselves into the nation's institutional fabric. By the early nineteenth century, insurers were no longer just risk assessors. They were nation builders and market makers. Deeply and imaginatively researched, Underwriters of the United States uses marine insurers to reveal a startlingly original story of risk, money, and power in the founding era.