Electronic Government and the Information Systems Perspective: 10th International Conference, EGOVIS 2021, Virtual Event, September 27-30, 2021, Proce, Kц Andrea, Francesconi Enrico, Kotsis Gabriele
Описание: This volume constitutes the proceedings of the 27th International Conference on Collaboration Technologies and Social Computing, CollabTech 2021, held August/September 2021.
Описание: Improving event data quality in coherence with business requirements (BPMDS 2021).- From Network Traffic Data to Business Activities: A Process Mining Driven Conceptualization.- A NLP-oriented Methodology to Enhance Event Log Quality .- Enhancing the value of data in processes improvement (BPMDS 2021).- Detecting and Understanding Branching Frequency Changes in Process Models.- Detecting the "Split-Cases" Workaround in Event Logs.- "Towards a Content-Based Process Mining Approach in Personal Services.- Event stream and predictive monitoring (BPMDS 2021).- Generating Reliable Process Event Streams and Time Series Data based on Neural Networks.- Inter-Case Properties and Process Variant Considerations in Time Prediction: A Conceptual Framework.- Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systems.- Modeling languages and reference models (BPMDS 2021).- Supporting Data-Aware Processes with MERODE.- Evaluating Perceived Usefulness and Ease of Use of CMMN and DCR.- Subject-Oriented Reference Model for Virtual Factory Operations Commissioning.- Enterprise Modeling (EMMSAD 2021).- Participatory Modeling From a Stakeholder Perspective: On the Influence of Collaboration and Revisions On Psychological Ownership and Perceived Model Quality.- Reference Service Model for Federated Identity Management.- Traceability from the Business Value Model to the Enterprise Architecture: A Case Study.- Design Thinking and Enterprise Modeling: An Investigation of Eight Enterprise Architecture Management Projects.- Handling Models and Modeling Methods (EMMSAD 2021).- Formalizing Conceptual Modeling Methods with MetaMorph.- Situation-specific Business Model Development Methods for Mobile App Developers.- Searching for Class Models.- From Mental Models to Machine Learning Models via Conceptual Models.- Threat and Evidence Modeling (EMMSAD 2021).- Towards Measuring Test Coverage of Attack Simulations.- Murder, She Modeled: Modeling to Support Crimino-Forensic Processes. - Model-Driven Engineering & Applications (EMMSAD 2021).- Model-Driven Engineering: A State of A airs and Research Agenda.- FloWare: an Approach for IoT Support and Application Development.- A Model-based Application for the Effective and Efficient Management of Data associated with Retina-Macula Pathology.- API Management Maturity of Low-Code Development Platforms.
Описание: This volume constitutes the refereed proceedings of the 28th European Conference on Systems, Software and Services Process Improvement, EuroSPI 2021, held in Krems, Austria, in September 2021*.The 42 full papers and 9 short papers presented were carefully reviewed and selected from 100 submissions. SPI and good/bad SPI practices in improvement;
Автор: Matthias Boehm, Arun Kumar, Jun Yang Название: Data Management in Machine Learning Systems ISBN: 1681734982 ISBN-13(EAN): 9781681734989 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 13167.00 р. Наличие на складе: Нет в наличии.
Описание: Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficient and scalable manner. Data management is at the heart of many ML systems due to data-driven application characteristics, data-centric workload characteristics, and system architectures inspired by classical data management techniques. In this book, we follow this data-centric view of ML systems and aim to provide a comprehensive overview of data management in ML systems for the end-to-end data science or ML lifecycle. We review multiple interconnected lines of work: (1) ML support in database (DB) systems, (2) DB-inspired ML systems, and (3) ML lifecycle systems. Covered topics include: in-database analytics via query generation and user-defined functions, factorized and statistical-relational learning; optimizing compilers for ML workloads; execution strategies and hardware accelerators; data access methods such as compression, partitioning and indexing; resource elasticity and cloud markets; as well as systems for data preparation for ML, model selection, model management, model debugging, and model serving. Given the rapidly evolving field, we strive for a balance between an up-to-date survey of ML systems, an overview of the underlying concepts and techniques, as well as pointers to open research questions. Hence, this book might serve as a starting point for both systems researchers and developers.
Описание: This volume constitutes the refereed proceedings of the 19th International Conference on Business Process Management, BPM 2021, held in Rome, Italy, in September 2021. The 23 full papers, one keynote paper, and 4 tutorial papers presented in this volume were carefully reviewed and selected from 92 submissions.
Описание: This book constitutes the proceedings of the 27th International Conference on Parallel and Distributed Computing, Euro-Par 2021, held in Lisbon, Portugal, in August 2021. They deal with parallel and distributed computing in general, focusing on compilers, tools and environments; theory and algorithms for parallel and distributed processing;
Описание: Visionary Papers.- SPI Manifesto and Improvement Strategies.- SPI and Emerging Software and Systems Engineering Paradigms.- SPI and Standards and Safety and Security Norms.- SPI and Team Performance & Agile & Innovation.- SPI and Agile.- Emerging Software Engineering Paradigms.- Digitalisation of Industry, Infrastructure and E-Mobility.- Good and Bad Practices in Improvement.- Functional Safety and Cybersecurity.- Experiences with Agile and Lean.- Standards and Assessment Models.- Recent Innovations.- Virtual Reality.
Описание: Big Ideas and Ethics.- Designing serious games for the mitigation of the impact of massive shootings in a Mexican environment.- An ethical code for commercial VR/AR applications.- On Trusting a Cyber Librarian: How rethinking underlying data storage infrastructure can mitigate risks of automation.- ToDI: A Taxonomy of Derived Indices.- Haptics, IoT, and Audio.- Plug-and-Play Haptic Interaction for Tactile Internet based on WebRTC.- SwingBeats: An IoT Haptic Feedback Ankle Bracelets (HFAB) for Dance Education.- Mona Prisa: A Tool for Behaviour Change in Renewable Energy Communities.- GrainSynth: A Generative Synthesis Tool based on Spatial Interpretations of Sound Samples.- Modeling Audio Distortion Effects with Autoencoder Neural Networks.- Industry and Government.- Investors Embrace Gender Diversity, Not Female CEOs: The Role of Gender in Startup Fundraising.- A Tool for Narrowing the Second Chance Gap.- Machine Learning, Education and Training.- 12 Is Learning by Teaching an Effective Approach in Mixed-Reality Robotic Training Systems?.- Neuroevolution vs Reinforcement Learning for Training Non Player Characters in Games: The Case of a Self Driving Car.- Training Medical Communication Skills with Virtual.- Patients: Literature Review and Directions for Future Research.- Handheld vs. Head-Mounted AR Interaction Patterns for Museums or Guided Tours.- Design and analysis of a virtual reality game to address issues in introductory programming learning.- .Low-complexity Workflow for Digitizing Real-world Structures for Use in VR-based Personnel Training.- Acceleration of Therapeutic Use of Brain Computer Interfaces by Development for Gaming.- KeyLight: VR System for Stage Lighting.
Описание: This book constitutes the proceedings of the 27th International Working Conference on Requirements Engineering - Foundation for Software Quality, REFSQ 2021, which was due to be held in Essen, Germany, in April 2021.
Описание: This open access book constitutes the proceedings of the 22nd International Conference on Agile Software Development, XP 2021, which was held virtually during June 14-18, 2021. XP is the premier agile software development conference combining research and practice.
Описание: This book constitutes the proceedings of the 4th Conference on Creativity in Intellectual Technologies and Data Science, CIT&DS 2021, held in Volgograd, Russia, in September 2021.The 39 full papers, 7 short papers, and 2 keynote papers presented were carefully reviewed and selected from 182 submissions.
Описание: This book constitutes the refereed proceedings of the 21st International TRIZ Future Conference on Automated Invention for Smart Industries, TFC 2021, held virtually in September 2021 and sponsored by IFIP WG 5.4. The 28 full papers and 8 short papers presented were carefully reviewed and selected from 48 submissions.
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