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2018 JD Power Vehicle Dependability Study: A Turning Point for Automotive Reliability?
By Dr. Amelia Hernandez, PhD in Automotive Engineering & Senior Automotive Analyst at the Center for Automotive Research
Published by Automotive Insights Magazine – A leading publication in the automotive industry for over 30 years, known for its in-depth analysis and unbiased reporting.
Edited by David Miller, experienced automotive journalist with over 15 years of experience covering industry trends and technological advancements.
Introduction:
The automotive industry is fiercely competitive, and consumer perception plays a vital role in brand loyalty and sales. Nowhere is this more evident than in the realm of vehicle reliability. The annual JD Power Vehicle Dependability Study (VDS) serves as a crucial barometer of this reliability, offering manufacturers invaluable insights into their strengths and weaknesses. The 2018 JD Power Vehicle Dependability Study provided a fascinating snapshot of the automotive landscape, highlighting significant trends and revealing pivotal implications for the industry. This article delves into the key findings of the 2018 JD Power Vehicle Dependability Study, analyzing its impact and predicting future trajectories in automotive manufacturing and consumer expectations.
Key Findings of the 2018 JD Power Vehicle Dependability Study:
The 2018 JD Power Vehicle Dependability Study examined problems experienced during the past 12 months by original owners of 2015 model-year vehicles. The study revealed a significant focus on technology-related issues. Problems associated with infotainment systems, particularly navigation and smartphone connectivity, emerged as major pain points for many owners. This highlighted the increasing complexity of modern vehicles and the challenges automakers face in ensuring the seamless integration of advanced technologies. Beyond technology, the study also highlighted persistent issues with engine and transmission problems, emphasizing the importance of robust design and manufacturing processes.
The study further segmented its findings by brand, revealing a wide disparity in reliability performance. Certain brands consistently outperformed their competitors, showcasing their commitment to quality control and robust engineering. These brands often benefited from meticulous attention to detail during the design and manufacturing phases, resulting in vehicles that consistently met and exceeded consumer expectations. Conversely, brands that lagged behind faced a significant challenge, needing to address the root causes of reported problems to regain consumer trust and market share.
Implications for the Automotive Industry:
The 2018 JD Power Vehicle Dependability Study had profound implications for the automotive industry. Firstly, it emphasized the critical importance of integrating advanced technologies without compromising reliability. The growing number of complaints related to infotainment systems served as a stark reminder that technology integration must be carefully planned and thoroughly tested to avoid frustrating consumers.
Secondly, the study reinforced the necessity of investing heavily in quality control and manufacturing processes. Addressing the root causes of engine and transmission problems required a multifaceted approach involving improved design, superior component selection, and rigorous testing protocols. This investment, while costly in the short term, would ultimately safeguard brand reputation and reduce warranty costs in the long run.
Thirdly, the study underscored the growing importance of data analysis and proactive problem-solving. By closely analyzing the specific types of problems reported by owners, manufacturers could identify areas requiring immediate attention and implement corrective actions. This data-driven approach enabled them to anticipate potential issues and improve future models.
The Shift Towards Preventive Maintenance:
The insights gained from the 2018 JD Power Vehicle Dependability Study have spurred a significant shift in the automotive industry towards preventive maintenance. Manufacturers are increasingly focusing on predictive diagnostics and proactive maintenance strategies to minimize potential problems before they arise. This shift involves leveraging advanced sensor technologies, sophisticated data analytics, and improved communication channels to keep vehicles running smoothly and prevent costly repairs.
Conclusion:
The 2018 JD Power Vehicle Dependability Study served as a crucial turning point for the automotive industry. It highlighted the importance of prioritizing reliability alongside innovation, emphasizing the need for robust engineering, rigorous quality control, and a data-driven approach to problem-solving. By understanding and addressing the issues raised in the study, automakers could enhance consumer satisfaction, improve brand reputation, and ultimately drive success in a fiercely competitive market. The study’s lasting impact is evident in the increased focus on preventive maintenance and the continuous striving for improved vehicle reliability across the industry.
FAQs:
1. What is the JD Power Vehicle Dependability Study? The JD Power Vehicle Dependability Study (VDS) is an annual survey that measures the number of problems experienced per 100 vehicles (PP100) during the past 12 months by original owners of three-year-old vehicles.
2. Why is the 2018 study important? The 2018 JD Power Vehicle Dependability Study highlighted the growing challenges of integrating technology while maintaining reliability, impacting manufacturer strategies.
3. Which brands performed best in the 2018 study? The top-performing brands varied by segment, but consistently high-ranking brands were often known for their quality-focused manufacturing processes. (Specific brand rankings need to be researched from the original 2018 report).
4. What were the most common problems reported in the 2018 study? Infotainment system issues, engine problems, and transmission problems were frequently reported.
5. How does the JD Power VDS impact vehicle sales? High rankings in the JD Power VDS can significantly boost a brand's reputation and sales, influencing consumer purchasing decisions.
6. How do manufacturers use the data from the JD Power VDS? Manufacturers use the data to identify problem areas, improve designs, refine manufacturing processes, and enhance quality control.
7. Is the JD Power VDS the only measure of vehicle reliability? No, other studies and independent analyses also contribute to the overall picture of vehicle reliability.
8. How often is the JD Power VDS conducted? The JD Power VDS is conducted annually, providing an ongoing assessment of vehicle reliability trends.
9. Where can I find the full 2018 JD Power Vehicle Dependability Study report? The full report can be accessed through JD Power's official website (subscription may be required).
Related Articles:
1. "2018 JD Power Vehicle Dependability Study: A Deep Dive into Infotainment Issues": This article focuses specifically on the problems reported with infotainment systems in the 2018 study.
2. "The Impact of Technology on Vehicle Reliability: Lessons from the 2018 JD Power VDS": This article explores the broader implications of technology integration on vehicle reliability as highlighted by the 2018 study.
3. "Brand Performance in the 2018 JD Power Vehicle Dependability Study: A Comparative Analysis": This article compares the performance of different brands in the 2018 study.
4. "Preventive Maintenance and the Future of Vehicle Reliability: Insights from the 2018 JD Power VDS": This article examines the shift towards preventive maintenance in response to the findings of the 2018 study.
5. "Consumer Perceptions and the 2018 JD Power Vehicle Dependability Study": This article explores how consumer perceptions are shaped by the findings of the 2018 study.
6. "The Role of Quality Control in Enhancing Vehicle Reliability: Lessons from the 2018 JD Power VDS": This article emphasizes the importance of quality control in improving vehicle reliability.
7. "Predictive Maintenance Technologies and their Role in Addressing Reliability Issues: A Case Study Based on the 2018 JD Power VDS": This article discusses the use of predictive maintenance technologies to address reliability issues.
8. "Warranty Costs and the 2018 JD Power Vehicle Dependability Study: A Financial Perspective": This article explores the financial implications of vehicle reliability based on the 2018 study.
9. "Addressing Consumer Complaints: Strategies for Improving Vehicle Reliability Based on the 2018 JD Power VDS": This article examines strategies manufacturers employed to address consumer complaints identified in the 2018 study.
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| 2018 jd power vehicle dependability study: Intelligent System Solutions for Auto Mobility and Beyond Carolin Zachäus, Gereon Meyer, 2020-12-10 This book gathers papers from the 23rd International Forum on Advanced Microsystems for Automotive Applications (AMAA 2020) held online from Berlin, Germany, on May 26-27, 2020. Focusing on intelligent system solutions for auto mobility and beyond, it discusses in detail innovations and technologies enabling electrification, automation and diversification, as well as strategies for a better integration of vehicles into the networks of traffic, data and power. Further, the book addresses other relevant topics, including the role of human factors and safety issues in automated driving, solutions for shared mobility, as well as automated bus transport in rural areas. Implications of current circumstances, such as those generated by climate change, on the future development of auto mobility, are also analysed, providing researchers, practitioners and policy makers with an authoritative snapshot of the state-of-the-art, and a source of inspiration for future developments and collaborations. |
| 2018 jd power vehicle dependability study: Lemon-Aid New and Used Cars and Trucks 2007–2017 Phil Edmonston, 2017-03-11 Steers buyers through the the confusion and anxiety of new and used vehicle purchases like no other car-and-truck book on the market. “Dr. Phil,” along with George Iny and the Editors of the Automobile Protection Association, pull no punches. |
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| 2018 jd power vehicle dependability study: The Toyota Way to Lean Leadership: Achieving and Sustaining Excellence through Leadership Development Jeffrey K. Liker, Gary L. Convis, 2011-11-21 The Missing Link to Toyota-Style Success—LEAN LEADERSHIP Winner of the 2012 Shingo Research and Professional Publications Award “This great book reveals the secret ingredient to lean success: lean leadership. Not only is it a pleasure to read, but it is also deep and enlightening. This book is an absolute must-read for anyone interested in lean: it’s both an eye opener and a game changer.” —Michael Ballé, Ph.D., coauthor of The Gold Mine and The Lean Manager “This will immediately be recognized as the most important book ever published to understand and guide ‘True North Lean’ and the goal of perpetual business excellence.” —Ross E. Robson, President and CEO, DnR Lean, LLC, and the original Director of The Shingo Prize “An excellent book that will shape leadership development for decades to come.” —Karen Martin, Principal, Karen Martin & Associates, and author of The Kaizen Event Planner About the Book: TOYOTA. The name signifies greatness—world-class cars and game-changing business thinking. One key to the Toyota Motor Company’s unprecedented success is its famous production system and its lesser-known product development program. These strategies consider the end user at every turn and have become the model for the global lean business movement. All too often, organizations adopting lean miss the most critical ingredient—lean leadership. Toyota makes enormous investments in carefully selecting and intensively developing leaders who fit its unique philosophy and culture. Thanks to the company’s lean leadership approach, explains Toyota Way author Jeffrey Liker and former Toyota executive Gary Convis, the celebrated carmaker has set into motion a drive for continuous improvement at all levels of its business. This has allowed for: Constant growth: Toyota increased profitability for 58 consecutive years—slowing down only in the face of 2008’s worldwide financial difficulties, the recall crisis, and the worst Japanese earthquake of the century. Unstoppable inventiveness: Toyota’s approach to innovative thinking and problem solving has resulted in top industry ratings and incredible customer satisfaction, while allowing the company to weather these three crises in rapid succession and to come out stronger. Strong branding and respect: Toyota’s reputation was instrumental in the company’s ability to withstand the recalls-driven media storm of 2010. But what looked to some to be a sinking ship is once again running under a full head of steam. Perhaps the Toyota culture had weakened, but lean leadership was the beacon that showed the way back. In fact, writes Liker, the company is “as good and perhaps a better model for lean leadership than it ever has been.” of innovation and growth. Yet, Industry Week reports that just 2 percent of companies using lean processes can likewise claim to have had long-term success. What the other 98 percent lack is unified leadership with a common method and philosophy. If you want to get lean, you have to take it to the leadership level. The Toyota Way to Lean Leadership shows you how. |
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| 2018 jd power vehicle dependability study: Strengthening Forensic Science in the United States National Research Council, Division on Engineering and Physical Sciences, Committee on Applied and Theoretical Statistics, Policy and Global Affairs, Committee on Science, Technology, and Law, Committee on Identifying the Needs of the Forensic Sciences Community, 2009-07-29 Scores of talented and dedicated people serve the forensic science community, performing vitally important work. However, they are often constrained by lack of adequate resources, sound policies, and national support. It is clear that change and advancements, both systematic and scientific, are needed in a number of forensic science disciplines to ensure the reliability of work, establish enforceable standards, and promote best practices with consistent application. Strengthening Forensic Science in the United States: A Path Forward provides a detailed plan for addressing these needs and suggests the creation of a new government entity, the National Institute of Forensic Science, to establish and enforce standards within the forensic science community. The benefits of improving and regulating the forensic science disciplines are clear: assisting law enforcement officials, enhancing homeland security, and reducing the risk of wrongful conviction and exoneration. Strengthening Forensic Science in the United States gives a full account of what is needed to advance the forensic science disciplines, including upgrading of systems and organizational structures, better training, widespread adoption of uniform and enforceable best practices, and mandatory certification and accreditation programs. While this book provides an essential call-to-action for congress and policy makers, it also serves as a vital tool for law enforcement agencies, criminal prosecutors and attorneys, and forensic science educators. |
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| 2018 jd power vehicle dependability study: Intelligent Computing Kohei Arai, Supriya Kapoor, Rahul Bhatia, 2018-11-01 This book, gathering the Proceedings of the 2018 Computing Conference, offers a remarkable collection of chapters covering a wide range of topics in intelligent systems, computing and their real-world applications. The Conference attracted a total of 568 submissions from pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer review process. Of those 568 submissions, 192 submissions (including 14 poster papers) were selected for inclusion in these proceedings. Despite computer science’s comparatively brief history as a formal academic discipline, it has made a number of fundamental contributions to science and society—in fact, along with electronics, it is a founding science of the current epoch of human history (‘the Information Age’) and a main driver of the Information Revolution. The goal of this conference is to provide a platform for researchers to present fundamental contributions, and to be a premier venue for academic and industry practitioners to share new ideas and development experiences. This book collects state of the art chapters on all aspects of Computer Science, from classical to intelligent. It covers both the theory and applications of the latest computer technologies and methodologies. Providing the state of the art in intelligent methods and techniques for solving real-world problems, along with a vision of future research, the book will be interesting and valuable for a broad readership. |
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| 2018 jd power vehicle dependability study: Feldy's Girl Joseph Dobrian, 2019-05-22 Feldy's Girl is a historical novel set in the late 1960s. It addresses topics that are as relevant in today's inflamed political and social landscape as they were when the story took place.Expertly weaving controversial and thought-provoking themes such as racial tensions, the Vietnam War, a sexual and academic revolution, internal conflict with faith, and a sordid murder case, as well as a love story - this book is both riveting and inspiring. Feldy's Girl will leave you yearning for more.Set in the university town of State City, Iowa, Feldy's Girl is about a coming-of-age woman named Teresa who is the daughter of a local football legend. Teresa is a serious, motivated young woman attending State University during the Sixties Revolution-and must reconcile societal changes with her own upbringing and identity.She's dating the star quarterback of the State University Rivercats and making friends with leaders of the New Left movement. In this multifaceted literary masterpiece, join Teresa as she finds herself navigating a world of political, social, and spiritual conflict while striving to stay true to herself and her principles.ABOUT THE AUTHOR Joseph Dobrian is a novelist, social critic, and financial journalist. His previous novels include Hard Wired, Ambitions, and Willie Wilden. He is also the author of the best-selling Collection of Essays, Seldom Right But Never In Doubt, and has translated the French true-crime book, The Butcher of Paris (L'Affaire Petiot) by Jean-François Dominique. He lives in Iowa City, Iowa with his four cats. REVIEWS This superbly written novel continues Joseph Dobrian's winning string of absorbing, near-addictive tales of compelling characters in a Midwest setting. Written in the unadorned, deadpan (yet quietly humorous), almost flat style that is Dobrian's trademark, it's a flowing, fluid and three-dimensional portrait of a young woman attending university in the 1960s and 70s. She is an aspiring journalist, excellent cello student, and, most significantly, a devout Catholic who finds a way to doggedly stick to her faith in an intelligent, perceptive, and self-aware fashion through the cultural and political upheavals around her. By the end of the book, the reader is rooting for her to make the best choices to achieve happiness.-Gershon Ekman This book grows on you as you get to know the protagonist and supporting characters The detailed narrative of Teresa helps the reader understand how she wades through the weeds of adolescent materialism, celebrity, vanity and careerism to develop her own version of optimistic, spiritual, existential Catholicism. The writer appears to have captured the humor and historic reality of the times about which he is writing and has masterfully utilized his craft to depict a feminine mystique which pervades the narrative. I recommend Feldy's Girl to sports fans, Boomers, Iowans and native New Yorkers transplanted to Midwest college towns.-Richard Campagna The characters, story and era pulled me in. It's difficult to write a review without revealing how I was connected to Feldy's Girl because of my age, life dreams and a good father. I loved this book and would like to read a sequel someday.-Suzette Maier |
| 2018 jd power vehicle dependability study: The Site Reliability Workbook Betsy Beyer, Niall Richard Murphy, David K. Rensin, Kent Kawahara, Stephen Thorne, 2018-07-25 In 2016, Googleâ??s Site Reliability Engineering book ignited an industry discussion on what it means to run production services todayâ??and why reliability considerations are fundamental to service design. Now, Google engineers who worked on that bestseller introduce The Site Reliability Workbook, a hands-on companion that uses concrete examples to show you how to put SRE principles and practices to work in your environment. This new workbook not only combines practical examples from Googleâ??s experiences, but also provides case studies from Googleâ??s Cloud Platform customers who underwent this journey. Evernote, The Home Depot, The New York Times, and other companies outline hard-won experiences of what worked for them and what didnâ??t. Dive into this workbook and learn how to flesh out your own SRE practice, no matter what size your company is. Youâ??ll learn: How to run reliable services in environments you donâ??t completely controlâ??like cloud Practical applications of how to create, monitor, and run your services via Service Level Objectives How to convert existing ops teams to SREâ??including how to dig out of operational overload Methods for starting SRE from either greenfield or brownfield |
| 2018 jd power vehicle dependability study: Soft Computing for Problem Solving Kedar Nath Das, Jagdish Chand Bansal, Kusum Deep, Atulya K. Nagar, Ponnambalam Pathipooranam, Rani Chinnappa Naidu, 2019-11-27 This two-volume book presents the outcomes of the 8th International Conference on Soft Computing for Problem Solving, SocProS 2018. This conference was a joint technical collaboration between the Soft Computing Research Society, Liverpool Hope University (UK), and Vellore Institute of Technology (India), and brought together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to select potential future directions. The book highlights the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers on algorithms (artificial immune systems, artificial neural networks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It offers a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems that are difficult to solve using traditional methods. |
| 2018 jd power vehicle dependability study: MITRE Systems Engineering Guide , 2012-06-05 |
| 2018 jd power vehicle dependability study: The Handbook of Conflict Resolution Morton Deutsch, Peter T. Coleman, Eric C. Marcus, 2006-09-18 The Handbook of Conflict Resolution, Second Edition is written for both the seasoned professional and the student who wants to deepen their understanding of the processes involved in conflicts and their knowledge of how to manage them constructively. It provides the theoretical underpinnings that throw light on the fundamental social psychological processes involved in understanding and managing conflicts at all levels—interpersonal, intergroup, organizational, and international. The Handbook covers a broad range of topics including information on cooperation and competition, justice, trust development and repair, resolving intractable conflict, and working with culture and conflict. Comprehensive in scope, this new edition includes chapters that deal with language, emotion, gender, and personal implicit theories as they relate to conflict. |
| 2018 jd power vehicle dependability study: An Introduction to Community Development Rhonda Phillips, Robert Pittman, 2014-11-26 Beginning with the foundations of community development, An Introduction to Community Development offers a comprehensive and practical approach to planning for communities. Road-tested in the authors’ own teaching, and through the training they provide for practicing planners, it enables students to begin making connections between academic study and practical know-how from both private and public sector contexts. An Introduction to Community Development shows how planners can utilize local economic interests and integrate finance and marketing considerations into their strategy. Most importantly, the book is strongly focused on outcomes, encouraging students to ask: what is best practice when it comes to planning for communities, and how do we accurately measure the results of planning practice? This newly revised and updated edition includes: increased coverage of sustainability issues, discussion of localism and its relation to community development, quality of life, community well-being and public health considerations, and content on local food systems. Each chapter provides a range of reading materials for the student, supplemented with text boxes, a chapter outline, keywords, and reference lists, and new skills based exercises at the end of each chapter to help students turn their learning into action, making this the most user-friendly text for community development now available. |
| 2018 jd power vehicle dependability study: Warehouse Management Gwynne Richards, 2011-06-03 Warehouses are an integral link in the modern supply chain, ensuring that the correct product is delivered in the right quantity, in good condition, at the required time, and at minimal cost: in effect, the perfect order. The effective management of warehouses is vital in minimizing costs and ensuring the efficient operation of any supply chain. Warehouse Management is a complete guide to best practice in warehouse operations. Covering everything from the latest technological advances to current environmental issues, this book provides an indispensable companion to the modern warehouse. Supported by case studies, the text considers many aspects of warehouse management, including: cost reduction productivity people management warehouse operations With helpful tools, hints and up-to-date information, Warehouse Management provides an invaluable resource for anyone looking to reduce costs and boost productivity. |
| 2018 jd power vehicle dependability study: Autonomous Driving Markus Maurer, J. Christian Gerdes, Barbara Lenz, Hermann Winner, 2016-05-21 This book takes a look at fully automated, autonomous vehicles and discusses many open questions: How can autonomous vehicles be integrated into the current transportation system with diverse users and human drivers? Where do automated vehicles fall under current legal frameworks? What risks are associated with automation and how will society respond to these risks? How will the marketplace react to automated vehicles and what changes may be necessary for companies? Experts from Germany and the United States define key societal, engineering, and mobility issues related to the automation of vehicles. They discuss the decisions programmers of automated vehicles must make to enable vehicles to perceive their environment, interact with other road users, and choose actions that may have ethical consequences. The authors further identify expectations and concerns that will form the basis for individual and societal acceptance of autonomous driving. While the safety benefits of such vehicles are tremendous, the authors demonstrate that these benefits will only be achieved if vehicles have an appropriate safety concept at the heart of their design. Realizing the potential of automated vehicles to reorganize traffic and transform mobility of people and goods requires similar care in the design of vehicles and networks. By covering all of these topics, the book aims to provide a current, comprehensive, and scientifically sound treatment of the emerging field of “autonomous driving. |
| 2018 jd power vehicle dependability study: Reference Manual on Scientific Evidence , 1994 |
| 2018 jd power vehicle dependability study: Reliability and Statistics in Transportation and Communication Igor Kabashkin, Irina Yatskiv, Olegas Prentkovskis, 2018-01-23 This book reports on cutting-edge theories and methods for analyzing complex systems, such as transportation and communication networks and discusses multi-disciplinary approaches to dependability problems encountered when dealing with complex systems in practice. The book presents the most noteworthy methods and results discussed at the International Conference on Reliability and Statistics in Transportation and Communication (RelStat), which took place in Riga, Latvia on October 18 – 21, 2017. It spans a broad spectrum of topics, from mathematical models and design methodologies, to software engineering and data security issues, as well as practical problems in technical systems, such as transportation, and telecommunications. |
| 2018 jd power vehicle dependability study: Marketing-Management Richard P. Bagozzi, José Antonio Rosa, Kirstin Sawhney Celly, Francisco Coronel, 2018-07-12 Bagozzi u.a. zielen darauf ab, die Lücke zu schließen zwischen der Wissenschaft vom Marketing - Marketing-Forschung, Konsumentenpsychologie, Volkswirtschaftslehre, Operations Research, strategisches Management - und der Kunst des Marketings - dem Bemühen der Praktiker, fundierte Entscheidungen in allen Bereichen des Marketing-Mix angesichts von Unsicherheit und Unbeständigkeit zu treffen. Sie zeigen, wie und warum Marketing so praktiziert wird, wie es der Fall ist, und sie thematisieren Sachverhalte, die Manager in ihre künftigen Marketing-Überlegungen einbeziehen sollten. Der Bagozzi u.a. richtet sich an Universitäts- und Fachhochschul-Studenten im Grund- und Hauptstudium, die eine Karriere in der Wirtschaft oder im akademischen Bereich anstreben. Besondere Rücksicht gilt den Studenten, die mit diesem Buch praxisnahes Wissen erlangen möchten. Besonderen Wert haben die Autoren darauf gelegt, die praktische Anwendbarkeit der Marketing-Theorie hervorzuheben, um den Studenten den dierekten Bezug der Ausführungen zu ihren betrieblichen Erfahrungen aufzuzeigen. Bagozzi u.a. ist in den U.S.A. zum wohl führenden Buch zu Thema Marketing aufgestiegen. |
| 2018 jd power vehicle dependability study: Explainable AI: Interpreting, Explaining and Visualizing Deep Learning Wojciech Samek, Grégoire Montavon, Andrea Vedaldi, Lars Kai Hansen, Klaus-Robert Müller, 2019-09-10 The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting factor for a broader adoption of AI technology is the inherent risks that come with giving up human control and oversight to “intelligent” machines. For sensitive tasks involving critical infrastructures and affecting human well-being or health, it is crucial to limit the possibility of improper, non-robust and unsafe decisions and actions. Before deploying an AI system, we see a strong need to validate its behavior, and thus establish guarantees that it will continue to perform as expected when deployed in a real-world environment. In pursuit of that objective, ways for humans to verify the agreement between the AI decision structure and their own ground-truth knowledge have been explored. Explainable AI (XAI) has developed as a subfield of AI, focused on exposing complex AI models to humans in a systematic and interpretable manner. The 22 chapters included in this book provide a timely snapshot of algorithms, theory, and applications of interpretable and explainable AI and AI techniques that have been proposed recently reflecting the current discourse in this field and providing directions of future development. The book is organized in six parts: towards AI transparency; methods for interpreting AI systems; explaining the decisions of AI systems; evaluating interpretability and explanations; applications of explainable AI; and software for explainable AI. |
| 2018 jd power vehicle dependability study: Reputation Charles J. Fombrun, 1996 This work provides an analysis of the determinants and effects of reputation management. It demonstrates the economic value of a corporate reputation, quantifying the economic returns for well-regarded companies, and presents recommendations and processes for assessing and improving reputation. INDICE: Introduction: why reputations matter. Part 1 The hidden value of a good reputation: going for the gold; what's in a name?; enlightened self-inter... Etc. |
| 2018 jd power vehicle dependability study: The Toyota Land Cruiser Michael Burgan, 1999 Describes the history, production, and different models of the Toyota Land Cruiser, a sport utility vehicle originally created to allow police and military to travel off paved roads. |
| 2018 jd power vehicle dependability study: Achieving Excellence Through Customer Service John Tschohl, 1996 Promotes the theory that superior customer service leads to a superior business organisation |
2018 - Wikipedia
2018 was a common year starting on Monday of the Gregorian calendar, the 2018th year of the Common Era (CE) and Anno Domini (AD) designations, the 18th year of the 3rd millennium and …
2018 Events - Pop Culture, U.S. Politics & World - HISTORY
Dec 6, 2018 · Take a look back at the eventful year of 2018 with a review of the most important events in politics, culture, science and the environment.
2018 In Review Fast Facts - CNN
Nov 19, 2018 · Read CNN’s Fast Facts about 2018 to learn about domestic and international events that have taken place during the year.
What Happened in 2018 - On This Day
What happened and who was famous in 2018? Browse important and historic events, world leaders, famous birthdays and notable deaths from the year 2018.
2018: Facts & Events That Happened in This Year - The Fact Site
Jun 18, 2018 · Continue reading to uncover the remarkable events, chart-topping music hits, inspiring quotes, and influential deaths that shaped the year 2018. Events. Embark on a thrilling …
Decade in Review: A look back at what happened in 2018
Dec 31, 2019 · But 2018 was the year that brought us the Salisbury novichok attack and the tragic helicopter crash at Leicester City Football Club.
2018: what happened that year? | TakeMeBack.to
Discover what 2018 was famous for, Key World Leaders of 2018, 2018 Time’s Person of the Year, the #1 song, movie and book in 2018, how old is someone born in 2018 and what Chinese zodiac …
15 Major Historical Events That Happened in 2018
Mar 13, 2023 · From the stunning appointment of libertarian pioneers in Brazil, Mexico, and the US, to the surprising and tragic demise of the dearest chief in Cuba. 2018 was an extended period of …
The year in review: Top news stories of 2018 month by month
Dec 30, 2018 · The best of the 2018 Winter Olympics: Week 1 68 photos February brought the Winter Olympics to South Korea; and a gunman opened fire at Marjory Stoneman Douglas High …
The 19 Pop Culture Moments That Defined 2018 - Forbes
Dec 26, 2018 · The events that have taken over our pop-culture-leaning psyche this year seem to have been of a more serious nature than defining moments of years past: this is a list usually …
2018 - Wikipedia
2018 was a common year starting on Monday of the Gregorian calendar, the 2018th year of the Common Era (CE) and Anno Domini (AD) designations, the 18th year of the 3rd millennium …
2018 Events - Pop Culture, U.S. Politics & World - HISTORY
Dec 6, 2018 · Take a look back at the eventful year of 2018 with a review of the most important events in politics, culture, science and the environment.
2018 In Review Fast Facts - CNN
Nov 19, 2018 · Read CNN’s Fast Facts about 2018 to learn about domestic and international events that have taken place during the year.
What Happened in 2018 - On This Day
What happened and who was famous in 2018? Browse important and historic events, world leaders, famous birthdays and notable deaths from the year 2018.
2018: Facts & Events That Happened in This Year - The Fact Site
Jun 18, 2018 · Continue reading to uncover the remarkable events, chart-topping music hits, inspiring quotes, and influential deaths that shaped the year 2018. Events. Embark on a …
Decade in Review: A look back at what happened in 2018
Dec 31, 2019 · But 2018 was the year that brought us the Salisbury novichok attack and the tragic helicopter crash at Leicester City Football Club.
2018: what happened that year? | TakeMeBack.to
Discover what 2018 was famous for, Key World Leaders of 2018, 2018 Time’s Person of the Year, the #1 song, movie and book in 2018, how old is someone born in 2018 and what Chinese …
15 Major Historical Events That Happened in 2018
Mar 13, 2023 · From the stunning appointment of libertarian pioneers in Brazil, Mexico, and the US, to the surprising and tragic demise of the dearest chief in Cuba. 2018 was an extended …
The year in review: Top news stories of 2018 month by month
Dec 30, 2018 · The best of the 2018 Winter Olympics: Week 1 68 photos February brought the Winter Olympics to South Korea; and a gunman opened fire at Marjory Stoneman Douglas …
The 19 Pop Culture Moments That Defined 2018 - Forbes
Dec 26, 2018 · The events that have taken over our pop-culture-leaning psyche this year seem to have been of a more serious nature than defining moments of years past: this is a list usually …
