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Computational Psychiatry
Psychiatrists and neuroscientists discuss the potential of computational approaches to address problems in psychiatry including diagnosis, treatment, and integration with neurobiology. Modern psychiatry is at a crossroads, as it attempts to balance neurological analysis with psychological assessment. Computational neuroscience offers a new lens through which to view such thorny issues as diagnosis, treatment, and integration with neurobiology. In this volume, psychiatrists and theoretical and computational neuroscientists consider the potential of computational approaches to psychiatric issues. This unique collaboration yields surprising results, innovative synergies, and novel open question...
Machine Learning and Principles and Practice of Knowledge Discovery in Databases
This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops:Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021)Workshop on Parallel, Distributed and Federated Learning (PDFL 2021)Workshop on Graph Embedding and Mining (GEM 2021)Workshop on Machine L...
The Way Out
Rewire your brain, end your pain. From back pain to migraines, arthritis and sciatica, over 1.2 billion people worldwide suffer from regular or chronic pain, 28 million in the UK alone. It’s a global epidemic that regularly resists treatment and can totally derail people’s lives. But it doesn’t have to be this way. This is the revolutionary message from psychotherapist Alan Gordon who, frustrated by the lack of effective treatment for his own debilitating pain, developed a highly successful approach to eliminating symptoms without surgery or medication, offering a viable and drug-free alternative to existing – and often addictive – methods. Based on the premise that pain starts in ...
Stress-Proof Your Life
The secret to reducing your stress is not a better work-life balance, nor is it in meditation or mindfulness. Chronic high stress—the kind contributing to heart disease—is not caused by an inability to decompress, but rather external factors that are out of our control—namely, overwhelm and uncertainty. So, while most people are focusing on either eliminating or coping with their stressors, they should be working to become immune to unavoidable stress. Stress-Proof Your Life leverages insights from Eliz Greene’s 17 years of research, including a 4,000-person study, to provide the reader with stress management techniques that actually work. Through data-driven health insight and actio...
Strategic Risk Management
This book presents a new approach to risk management that enables executives to think systematically and strategically about future risks and deal proactively with threats to their competitive advantages in an ever more volatile, uncertain, complex, and ambiguous world. Organizations typically manage risks through traditional tools such as insurance and risk mitigation; some employ enterprise risk management, which looks at risk holistically throughout the organization. But these tools tend to focus organizational attention on past actions and compliance. Executives need to tackle risk head-on as an integral part of their strategic planning process, not by looking in the rearview mirror. Str...
Active Inference
This volume constitutes the papers of the 3rd International Workshop on Active Inference, IWAI 2022, held in Grenoble, France, in conjunction with ECML/PKDD, on September 19, 2022. The 25 revised full papers presented in this book were carefully reviewed and selected from 31 submissions.
Cross-Cultural Management
Cross-Cultural Management: With Insights from Brain Science explores a broad range of topics on the impact of culture in international business and vice versa, and the impact of businesses and individuals in shaping a culture. It provides critical and in-depth information on globalization, global/glocal leadership, cross-cultural marketing, and cross-cultural negotiation. It also discusses many other topics that are not typically found in the mainstream management textbooks such as diversity management, bias management, cross-cultural motivation strategies, and change management. While most literature in the field is dominated by the static paradigm, that is, culture is fixed, nation equates...
Mapping Psychopathology with fMRI and Effective Connectivity Analysis
There is a growing appreciation that many psychiatric (and neurological) conditions can be understood as functional disconnection syndromes – as reflected in aberrant functional integration and synaptic connectivity. This Research Topic considers recent advances in understanding psychopathology in terms of aberrant effective connectivity – as measured noninvasively using functional magnetic resonance imaging (fMRI). Recently, there has been increasing interest in inferring directed connectivity (effective connectivity) from fMRI data. Effective connectivity refers to the influence that one neural system exerts over another and quantifies the directed coupling among brain regions – and ...
A Modern Guide to Post-Keynesian Institutional Economics
This Modern Guide advances Post-Keynesian Institutional economics, an integrative tradition—inspired by keen economic observers such as John Kenneth Galbraith, Joan Robinson, and Hyman Minsky—that bridges Institutional and Post Keynesian economics. The tradition proved its worth by addressing the global financial crisis of 2007–2009, as well as by analyzing long-term trends accompanying the evolution of investor-driven (“money manager”) capitalism, including financialization, spreading worker insecurity, and rising inequality. The book begins with the history and contours of Post-Keynesian Institutionalism, and then breaks new ground, extending recent analyses of contemporary economic problems, sharpening concepts and methods, sketching new theories, and synthesizing ideas across research traditions.
The Uncertainty Solution
A better approach to investing This is not a typical investment book. It is an experiential guide on cultivating the mindset and behavior necessary to weather inherently uncertain and unpredictable markets. It doesn’t just tell you how to invest but how to think better about investing. Referencing studies on psychology, decision making, and investment behavior, Jennings provides a no-nonsense analysis of the financial markets and a road map to navigating its inevitable twists and turns. Jennings uses mental models to create a latticework of wisdom that will help you evaluate investment advice and learn better behavior in the face of uncertainty. To name a few: ignore expert predictions, be wary of stories, and try to invest like a dead person. An engaging dive into investing psychology and best practices, The Uncertainty Solution is an authoritative, accessible guide for both lay investors and professionals inundated with financial news and data. Read this book to improve your thinking about investing, practice better investment behavior, and ultimately, have more money.
