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Energy-intensive sectors such as industry and transportation are vital to economic development, yet remain major contributors to global energy consumption and greenhouse gas emissions. Enhancing their energy efficiency is essential to achieving climate resilience and...
The work grew out of a very practical problem: the AppSec team was drowning in security scanning alerts but still occasionally missed real issues that had been dismissed as false positives. Wanted to present a way not just to tune individual tools, but to look across...
E-commerce operates in a highly dynamic and competitive environment, where customer satisfaction is key to success. Delivering personalized experiences at scale requires systems capable of reliably modeling individual customer behavior while respecting privacy and data...
This thesis introduces Auto-BENEDICT, a novel, fully automated methodology designed to generate human-comprehensible causal explanations for model-free Reinforcement Learning (RL) agents. The system addresses the trade-off between high performance and transparency in RL...
Automated driving requires robust and reliable perception systems, but rare and dangerous scenarios are often missing from real-world data. Kun Gao proposes an approach to scene data augmentation that combines real and virtual data to improve the performance of...
Technological progress has made significant advances in manufacturing companies during the fourth industrial revolution. Production machines and their operation are leading to a sharp increase in the demands placed on personnel. Set-up processes on machines and systems...
As digital circuits are at the core of most of our everyday technologies, society heavily relies on their precise and predictable behavior. However, this demand for correctness often clashes with the speed of today’s design workflows. Whereas a design can be...
The high prevalence of mental health disorders worldwide has created a big demand on mental health care professionals. To relieve personnel and provide increased access to care, the use of AI and VR has been researched for many decades. As the human-centered...
The development of the Internet, particularly the World Wide Web, is currently reaching its limits – both technically and in socio-cultural and economic terms. As a solution, a new form of the Internet is being promised: one that aims to overcome the boundaries...
This book explores innovative methods to enhance cybersecurity by leveraging official and unofficial information sources on the web. While traditional approaches like Cyber Threat Intelligence (CTI) and Security Information and Event Management (SIEM) rely on past...
This book provides an overview of the many new features becoming a reality in connected cars. It covers everything from the integration of Google and Facebook to services that help you find your parking spot, park your car via an app, or remotely close your sunroof when...
In today's fast-paced cybersecurity landscape, professionals are increasingly challenged by the vast volumes of cyber threat data, making it difficult to identify and mitigate threats effectively. Traditional clustering methods help in broadly categorizing threats but...
The COVID-19 pandemic and the war in Ukraine emphasize the need for greater disaster resilience and preparedness. This book investigates how these apps can enhance crisis awareness and citizen involvement in disaster prevention and response. By examining user...
Informed navigation of misinformation on social media constitutes a major challenge. The field of Human-Computer Interaction (HCI) suggests digital misinformation interventions as user-centered countermeasures. This book clusters (1) existing misinformation...
This Open Access book explores the automated identification of media bias, particularly focusing on bias by word choice in digital media. The increasing prevalence of digital information presents opportunities and challenges for analyzing language, with cultural,...
Human-Food Interaction (HFI), a subfield of Human-Computer Interaction (HCI), examines how technology shapes food practices, from shopping and cooking to eating and disposal. This book focuses on eating, particularly dining out, and explores the role of technology in...
If a manufacturing company's main goal is to sell products profitably, protecting production systems from defects is essential and has led to vast documentation and expert knowledge. Industry 4.0 has facilitated access to sensor and operational data across the shop...
This research book explores the adaptation of traditional Entity Linking techniques to Mathematical Entity Linking (MathEL) for STEM disciplines, addressing the limitations of current Information Retrieval methods in handling mathematical expressions. By developing and...
As technology becomes integral to our lives, its influence on decision making in smart cities, healthcare, and manufacturing is undeniable. However, challenges such as limited contextual awareness, domain knowledge, explainability of machine learning (ML), and issues of...
This book investigates the potential and limitations of using Generative AI (GenAI) in terms of quality and capability in agile web development projects using React. For this purpose, the Pipeline for Automated Code Generation from Backlog Items (PACGBI) was implemented...
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