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Improving Fiscal Transparency to Raise Government Efficiency and Reduce Corruption Vulnerabilities in Central, Eastern, and Southeastern Europe
This departmental paper investigates how countries in Central, Eastern, and Southeastern Europe (CESEE) can improve fiscal transparency, thereby raising government efficiency and reducing corruption vulnerabilities.
Nowcasting GDP - A Scalable Approach Using DFM, Machine Learning and Novel Data, Applied to European Economies
This paper describes recent work to strengthen nowcasting capacity at the IMF’s European department. It motivates and compiles datasets of standard and nontraditional variables, such as Google search and air quality. It applies standard dynamic factor models (DFMs) and several machine learning (ML) algorithms to nowcast GDP growth across a heterogenous group of European economies during normal and crisis times. Most of our methods significantly outperform the AR(1) benchmark model. Our DFMs tend to perform better during normal times while many of the ML methods we used performed strongly at identifying turning points. Our approach is easily applicable to other countries, subject to data availability.
State of the Art in Biosensors
As biosensors comprise a prospective alternative to traditional chemical analyses, enabling fast on- and in-line measurements with sufficient selectivity, the field is expanding rapidly and is offering new ideas and developments every day. This book aims to cover the present state of the art in the biosensor technology and introduce the general aspects of biosensor- based techniques and methods. The book consists of 13 chapters by 44 authors and is divided into 3 sections, focused on bio-recognition techniques, signal transduction methods and signal analysis.
Humanizing the Remote Experience through Leadership and Coaching
This book responds to the growing need for understanding how we can foster wellness, raise engagement, and strengthen connections in professional contexts as human interactions become increasingly remote. Through research and case studies, the authors outline a paradox: the digital technology we use to connect with others can leave us feeling less connected. To understand what is missing from remote interactions, the authors examine the use of space, sensory cues, group dynamics, and challenges people encounter when the innate need for human connection is unmet. They provide practical advice to improve remote experiences, including ways to manage stress, avoid cognitive overload, and prevent burnout. Ultimately, the book highlights what is possible when we focus not only on the quantity and efficiency of our interactions, but also on the quality and depth of our human connections. The contemporary relevance of this topic makes the book essential for leaders, coaches, consultants, and other professionals working remotely, as well as students and interested individuals seeking to improve their personal and professional remote experiences.
Do Good At Work
A delightful do-it-yourself guide to igniting meaning in any job.
Microextraction Techniques in Analytical Toxicology
Microextraction Techniques in Analytical Toxicology provides the information readers need to include about cutting-edge sample preparation techniques into their everyday analytical practice, including comprehensive information about principles and state-of-the-art microextraction sample preparation techniques for the analysis of drugs and poisons in biological specimens, especially in forensic and clinical settings. This book also focuses on theoretical discussions of solid-based and liquid-based microextraction techniques, their method development, validation, and applications. A detailed compilation of analytical protocols based on published microextraction procedures to aid in method deve...
PRICAI 2022: Trends in Artificial Intelligence
This three-volume set, LNAI 13629, LNAI 13630, and LNAI 13631 constitutes the thoroughly refereed proceedings of the 19th Pacific Rim Conference on Artificial Intelligence, PRICAI 2022, held in Shangai, China, in November 10–13, 2022. The 91 full papers and 39 short papers presented in these volumes were carefully reviewed and selected from 432 submissions. PRICAI covers a wide range of topics in the areas of social and economic importance for countries in the Pacific Rim: artificial intelligence, machine learning, natural language processing, knowledge representation and reasoning, planning and scheduling, computer vision, distributed artificial intelligence, search methodologies, etc.
CMOS Technology for IC Biosensor and Applications
About the Book The book includes a variety of techniques that are conducting biosensors as transducers. The single die has all of the biosensors implemented within it, which leads to a new generation of multibiosensors named as multi-labs-on-a-single chip (MLoC). Biosensors are analytical devices that combine a biologically sensitive element with a physical or chemical transducer to detect the presence of specific compounds selectively and quantitatively. This book explores the feasibility of microelectronic techniques in a successful attempt to get huge cost savings in mass production, fast reacting, and disposable biosensors. The book is lied in six chapters and four appendices. These sens...
