Faithful Metrics

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Faithful Metrics

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Author : Peggy Hahn
language : en
Publisher:
Release Date : 2017-12-11

Faithful Metrics written by Peggy Hahn and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-11 with categories.

The past is a powerful influencer of the future. If we let them, the decisions we made yesterday will determine what is possible tomorrow. Our past processes, assumptions, relationships, and ways of thinking about church, faith, God, and our own life have worked for us in the past. Being locked in to these previous conditions for success and general theological groundings tends to reinforce a path that is inherently filled with assumptions - assumptions that Hahn, in Faithful Metrics believes can and should be questioned.Questioning these perspectives is not a critique of the past, yet people will often feel reactive, defensive, or sad people about potential change. Instead, it is an opportunity to disable constraints that may be limiting us from catching up to a creative and creating God. How we think about church - our preconceptions, the stories we tell ourselves, and the culture we have become locked into - is preventing us from moving from a victim mindset to a more productive learner mindset.Faithful Metrics is a field guide for us as leaders who want to do more than talk about a path forward. We can surface and name the tendencies and biases we have as a group while we reflect on our language and what we mean by it. We can ask new questions. We can set metrics that are both faithful and freeing as we consider ways to empower our community to be revitalized. As church leaders, we can be freed from our obsession to compare ourselves to other congregations. It is hard to find examples of really amazing things that happen solely due to competition. Rather than a focus on being better than XYZ congregation, leaders can ask better questions.What has God uniquely gifted and called us to do in this neighborhood?Where can we make an amazing contribution to the world as we live out of the compassionate grace of God in our own lives? The metrics we set can help us make incremental shifts that reveal more about our place in God's world. What we measure matters. We are not another non-profit organization. We are the church. We can set metrics that support our shared values and purpose for a different future.

Doing The Math Of Mission

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Author : Gil Rendle
language : en
Publisher: Rowman & Littlefield
Release Date : 2014-08-14

Doing The Math Of Mission written by Gil Rendle and has been published by Rowman & Littlefield this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-14 with Religion categories.

Over the past ten years, the North American mission field has experienced dramatic changes, which in turn have required congregations, middle judicatories, and denominations to adapt. Among these adaptations is an expectation for clear goals and quantified progress towards those goals. Church leaders who have never needed to measure their goals and progress with metrics may find this change daunting. The use of metrics—denominational and middle judicatory dashboards, and the tracking of congregational trends—has become an uncomfortable and misunderstood practice in this search for accountability. Doing the Math of Mission offers theory, models, and new tools for using metrics in ministry. This book also shows where metrics and accountability fit into the discernment, goal setting, and strategies of ministry. While there are resources for research on congregations, tools on congregational studies, and books on program evaluation, there is a gap when it comes to actual tools and resources for church leaders. This book is intended to help fill that gap, giving leaders a toolbox they can use in their own setting to clarify their purpose and guide their steps. Resource materials that leaders can use in their own setting are available. In order to obtain this material, please contact [email protected].

Graph Drawing And Network Visualization

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Author : David Auber
language : en
Publisher: Springer Nature
Release Date : 2021-02-13

Graph Drawing And Network Visualization written by David Auber and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-13 with Computers categories.

This book constitutes the refereed proceedings of the 28th International Symposium on Graph Drawing and Network Visualization, GD 2020, which was held during September 16-18, 2020. The conference was planned to take place in Vancouver, Canada, but changed to an online format due to the COVID-19 pandemic. The 29 full and 9 short papers presented in this volume were carefully reviewed and selected from 82 submissions. They were organized in topical sections named: gradient descent and queue layouts; drawing tree-like graphs, visualization, and special drawings of elementary graphs; restricted drawings of special graph classes; orthogonality; topological constraints; crossings, k-planar graphs; planarity; graphs drawing contest.

Graph Drawing And Network Visualization

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Author : Patrizio Angelini
language : en
Publisher: Springer Nature
Release Date : 2023-01-18

Graph Drawing And Network Visualization written by Patrizio Angelini and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-18 with Computers categories.

This book constitutes the proceedings of the 30th International Symposium on Graph Drawing and Network Visualization, GD 2022, held in Tokyo, Japan, during September 13-16, 2022. The 25 full papers, 7 short papers, presented together with 2 invited talks, one report on graph drawing contest, and one obituary in these proceedings were carefully reviewed and selected from 70 submissions. The abstracts of 5 posters presented at the conference can be found in the back matter of the volume. The contributions were organized in topical sections as follows: properties of drawings of complete graphs; stress-based visualizations of graphs; planar and orthogonal drawings; drawings and properties of directed graphs; beyond planarity; dynamic graph visualization; linear layouts; and contact and visibility graph representations.

Pattern Recognition Computer Vision And Image Processing Icpr 2022 International Workshops And Challenges

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Author : Jean-Jacques Rousseau
language : en
Publisher: Springer Nature
Release Date : 2023-08-09

Pattern Recognition Computer Vision And Image Processing Icpr 2022 International Workshops And Challenges written by Jean-Jacques Rousseau and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-09 with Computers categories.

This 4-volumes set constitutes the proceedings of the ICPR 2022 Workshops of the 26th International Conference on Pattern Recognition Workshops, ICPR 2022, Montreal, QC, Canada, August 2023. The 167 full papers presented in these 4 volumes were carefully reviewed and selected from numerous submissions. ICPR workshops covered domains related to pattern recognition, artificial intelligence, computer vision, image and sound analysis. Workshops’ contributions reflected the most recent applications related to healthcare, biometrics, ethics, multimodality, cultural heritage, imagery, affective computing, etc.

Database Systems For Advanced Applications

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Author : Arnab Bhattacharya
language : en
Publisher: Springer Nature
Release Date : 2022-04-22

Database Systems For Advanced Applications written by Arnab Bhattacharya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-22 with Computers categories.

The three-volume set LNCS 13245, 13246 and 13247 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held online, in April 2021. The total of 72 full papers, along with 76 short papers, are presented in this three-volume set was carefully reviewed and selected from 543 submissions. Additionally, 13 industrial papers, 9 demo papers and 2 PhD consortium papers are included. The conference was planned to take place in Hyderabad, India, but it was held virtually due to the COVID-19 pandemic.

Deep Learning And Xai Techniques For Anomaly Detection

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Author : Cher Simon
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-01-31

Deep Learning And Xai Techniques For Anomaly Detection written by Cher Simon and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-31 with Computers categories.

Create interpretable AI models for transparent and explainable anomaly detection with this hands-on guide Purchase of the print or Kindle book includes a free PDF eBook Key FeaturesBuild auditable XAI models for replicability and regulatory complianceDerive critical insights from transparent anomaly detection modelsStrike the right balance between model accuracy and interpretabilityBook Description Despite promising advances, the opaque nature of deep learning models makes it difficult to interpret them, which is a drawback in terms of their practical deployment and regulatory compliance. Deep Learning and XAI Techniques for Anomaly Detection shows you state-of-the-art methods that'll help you to understand and address these challenges. By leveraging the Explainable AI (XAI) and deep learning techniques described in this book, you'll discover how to successfully extract business-critical insights while ensuring fair and ethical analysis. This practical guide will provide you with tools and best practices to achieve transparency and interpretability with deep learning models, ultimately establishing trust in your anomaly detection applications. Throughout the chapters, you'll get equipped with XAI and anomaly detection knowledge that'll enable you to embark on a series of real-world projects. Whether you are building computer vision, natural language processing, or time series models, you'll learn how to quantify and assess their explainability. By the end of this deep learning book, you'll be able to build a variety of deep learning XAI models and perform validation to assess their explainability. What you will learnExplore deep learning frameworks for anomaly detectionMitigate bias to ensure unbiased and ethical analysisIncrease your privacy and regulatory compliance awarenessBuild deep learning anomaly detectors in several domainsCompare intrinsic and post hoc explainability methodsExamine backpropagation and perturbation methodsConduct model-agnostic and model-specific explainability techniquesEvaluate the explainability of your deep learning modelsWho this book is for This book is for anyone who aspires to explore explainable deep learning anomaly detection, tenured data scientists or ML practitioners looking for Explainable AI (XAI) best practices, or business leaders looking to make decisions on trade-off between performance and interpretability of anomaly detection applications. A basic understanding of deep learning and anomaly detection–related topics using Python is recommended to get the most out of this book.

Translational Neuroscience

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Author : Karoly Nikolich
language : en
Publisher: MIT Press
Release Date : 2015-08-21

Translational Neuroscience written by Karoly Nikolich and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-21 with Medical categories.

Experts from academia and industry discuss how to create a new, more effective translational neuroscience drawing on novel technology and recent discoveries. Today, translational neuroscience faces significant challenges. Available therapies to treat brain and nervous system disorders are extremely limited and dated, and further development has effectively ceased. Disinvestment by the private sector occurred just as promising new technologies in genomics, stem cell biology, and neuroscience emerged to offer new possibilities. In this volume, experts from both academia and industry discuss how novel technologies and reworked translation concepts can create a more effective translational neuroscience. The contributors consider such topics as using genomics and neuroscience for better diagnostics and biomarker identification; new approaches to disease based on stem cell technology and more careful use of animal models; and greater attention to human biology and what it will take to make new therapies available for clinical use. They conclude with a conceptual roadmap for an effective and credible translational neuroscience—one informed by a disease-focused knowledge base and clinical experience. Contributors Tobias M. Böckers, Thomas Bourgeron, Karl Broich, Nils Brose, Bruce N. Cuthbert, Ilka Diester, Gül Dölen, Guoping Feng, Richard Frackowiak, Raquel E. Gur, Stephan Heckers, Franz Hefti, David M. Holtzman, Steven E. Hyman, Nancy Ip, Cynthia Joyce, Tobias Kaiser, Edward H. Koo, Walter J. Koroshetz, Katja S. Kroker, Robert C. Malenka, Isabelle Mansuy, Eliezer, Masliah, Yuan Mei, Andreas Meyer-Lindenberg, Lennart Mucke, Pierluigi Nicotera, Karoly Nikolich, Michael J. Owen, Menelas N. Pangalos, Alvaro Pascual-Leone, Joel S. Perlmutter, Trevor W. Robbins, Lee L. Rubin, Akira Sawa, Mareike Schnaars, Bernd Sommer, Maria Grazia Spillantini, Laura Spinney, Matthew W. State, Marius Wernig

Business Process Management Workshops

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Author : Chiara Di Francescomarino
language : en
Publisher: Springer Nature
Release Date : 2020-01-03

Business Process Management Workshops written by Chiara Di Francescomarino and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-03 with Computers categories.

This book constitutes revised papers from the twelve International Workshops held at the 17th International Conference on Business Process Management, BPM 2019, in Vienna, Austria, in September 2019: The third International Workshop on Artificial Intelligence for Business Process Management (AI4BPM) The third International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT) The 15th International Workshop on Business Process Intelligence (BPI) The first International Workshop on Business Process Management in the era of Digital Innovation and Transformation (BPMinDIT) The 12th International Workshop on Social and Human Aspects of Business Process Management (BPMS2) The 7th International Workshop on Declarative, Decision and Hybrid approaches to processes (DEC2H) The second International Workshop on Methods for Interpretation of Industrial Event Logs (MIEL) The first International Workshop on Process Management in Digital Production (PM-DiPro) The second International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) The fourth International Workshop on Process Querying (PQ) The second International Workshop on Security and Privacy-enhanced Business Process Management (SPBP) The first International Workshop on the Value and Quality of Enterprise Modelling (VEnMo) Each of the workshops discussed research still in progress and focused on aspects of business process management, either a particular technical aspect or a particular application domain. These proceedings present the work that was discussed during the workshops.

Explainable Artificial Intelligence

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Author : Luca Longo
language : en
Publisher: Springer Nature
Release Date :

Explainable Artificial Intelligence written by Luca Longo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.