2,035 results for machine learning
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Pediatric and Lifespan Data Science
This open access book will address the unique requirements and technological tools for analysis of data across the lifespan, from childhood through advanced age. Topics such as sepsis, hospital-acquired infections, mental health, health equity, precision medicine, large language models and…
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Security and Privacy for Modern Wireless Communication Systems
This Special Issue, titled “Security and Privacy for Modern Wireless Communication Systems, 2nd Edition”, aims to address urgent challenges by highlighting the latest innovations in protocols, architectures, and software and hardware solutions designed to enhance the security and privacy of…
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Theory and Applications of Fuzzy Systems and Neural Networks
…intelligence-based techniques, such as evolutionary algorithms and machine learning, to solve complex real-world problems. The integration of fuzzy systems and neural networks, in particular, can bring out the best of both approaches and usually provides better system performances in terms of…
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Automatisierte Gesichtserkennung in der Strafverfolgung
The use of automated facial recognition in law enforcement is not some dystopian future, but is already in full swing worldwide. In Germany, the Federal Criminal Police Office, the Federal Police and state police authorities have been using facial recognition for around two decades to identify…
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Bariatric Surgery
Obesity is a disease with high comorbidity and a chronic course. It affects millions of people worldwide and has great economic costs. This book describes the history and development of bariatric surgery, from its emergence in the 10th century to today. It also discusses current techniques and…
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Applied Artificial Neural Networks
Since their re-popularisation in the mid-1980s, artificial neural networks have seen an explosion of research across a diverse spectrum of areas. While an immense amount of research has been undertaken in artificial neural networks themselves—in terms of training, topologies, types, etc.—a similar…
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AI - Limits and Prospects of Artificial Intelligence
The emergence of artificial intelligence has triggered enthusiasm and promise of boundless opportunities as much as uncertainty about its limits. The contributions to this volume explore the limits of AI, describe the necessary conditions for its functionality, reveal its attendant technical and…
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Advances in Clinical Audiology
Advances in Clinical Audiology is an excursus on the latest findings in clinical audiology with a strong emphasis in new emerging technologies which facilitate and optimize a better assessment of the human patient. The book has been edited with a strong educational perspective (all chapters include…
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Optimization Algorithms
This book covers state-of-the-art optimization methods and their applications in wide range especially for researchers and practitioners who wish to improve their knowledge in this field. It consists of 13 chapters divided into two parts: (I) Engineering applications, which presents some new…
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Artificial Intelligence
Artificial intelligence (AI) is taking an increasingly important role in our society. From cars, smartphones, airplanes, consumer applications, and even medical equipment, the impact of AI is changing the world around us. The ability of machines to demonstrate advanced cognitive skills in taking…
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Assistenzsysteme zur Reduktion des Schädigungsverhaltens von Komponenten einer mobilen Arbeitsmaschine
In this work, modular damage reduction assistance systems are investigated. Identification modules provide information about the current driving and working state, the machine operator, the bulk material mass and system parameters. Damage modules with complexity reduced calculation approaches allow…
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Metalearning
This open access book as one of the fastest-growing areas of research in machine learning, metalearning studies principled methods to obtain efficient models and solutions by adapting machine learning and data mining processes. This adaptation usually exploits information from past experience on…
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Pharmacovigilance
…development, changing needs for pharmacovigilance in the African region, machine learning applications in pharmacovigilance, and pharmacovigilance of biological drugs. The second section discusses signal detection, which is a promising approach that helps in the early identification of new, rare…
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Chapter Predicting Mental Workload of Using Exoskeletons for Construction Work: A Deep Learning Approach
…inform strategies to mitigate the triggers. This study investigates a machine-learning framework for predicting mental workload of workers while using active back-support exoskeletons for construction work. Laboratory experiments were conducted wherein Electroencephalography (EEG) data were…
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Computational Physiology
…(Chapter 6), cardiac calcium handling and mechanics (Chapter 7), and machine learning in cardiac electrophysiology (Chapter 8).
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eHealth
eHealth has revolutionized health care and the practice of medicine. Internet technologies have given the most rural communities access to healthcare services, and automated computer algorithms are improving medical diagnoses and speeding up the delivery of care. Handheld apps, wearable devices…
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Neuromorphic Computing
…mimic the brain’s intricate neural networks. Unlock the true essence of learning mechanisms – unsupervised, supervised, and reinforcement learning – and witness how these innovations are shaping the future of artificial intelligence.
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Human Teeth
This book provides a comprehensive overview of oral health. It includes twenty-one chapters that address such topics as dental anatomy and morphology, smile design, oral health, prosthetics and implantology, orthodontics, dental materials, use of artificial intelligence in dentistry, and…
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Liquid Biopsy
Reliable diagnosis is the cornerstone, starting point, and prerequisite of successful treatment. Therefore, development of innovative diagnostic technologies represents a hot topic in medical research. Liquid biopsy is a novel, minimally invasive laboratory evaluation concept for diagnostic…
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Current Trends in Natural Language Processing (NLP) and Human Language Technology (HLT)
Natural language processing (NLP) is a crucial technology in use today, particularly due to the vast and increasing amount of online text that requires comprehension to fully realize its value. Human language technology (HLT) poses a significant challenge for computing, with it requiring advanced…
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