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Interpretable Machine Learning with Python : Build Explainable, Fair, and Robust High-Performance Models with Hands-on, Real-world Examples. Yazar: Mas�is, Serg

İçindekiler: “…Understanding limitations of traditional model interpretation methods -- Studying intrinsically interpretable (white-box) models -- Generalized linear models (GLMs) -- Linear regression -- Ridge regression -- Polynomial regression -- Logistic regression -- Decision trees -- CART decision trees -- RuleFit -- Interpretation and feature importance -- Nearest neighbors -- k-Nearest Neighbors -- Na�ive Bayes -- Gaussian Na�ive Bayes -- Recognizing the trade-off between performance and interpretability -- Special model properties -- The key property: explainability -- The remedial property: regularization -- Assessing performance -- Discovering newer interpretable (glass-box) models -- Explainable Boosting Machine (EBM) -- Global interpretation -- Local interpretation -- Performance -- GAMI-Net -- Global interpretation -- Local interpretation -- Performance -- Mission accomplished -- Summary -- Dataset sources -- Further reading -- Chapter 4: Global Model-Agnostic Interpretation Methods -- Technical requirements -- The mission -- The approach -- The preparations -- Loading the libraries -- Data preparation -- Model training and evaluation -- What is feature importance? …”
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Portfolio Optimization Using Fundamental Indicators Based on Multi-Objective EA Yazar: Silva, Antonio Daniel, Neves, Rui Ferreira, Horta, Nuno

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The Role of Public Sector in Local Economic and Territorial Development Innovation in Central, Eastern and South Eastern Europe /

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Dört ve sekiz katlı taban ankastre betonarme binalar ile taban yalıtımlı hallerinin deprem performanslarının karşılaştırması/ Yazar: Attar, Isam

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Strategies and Techniques for Quality and Flexibility Yazar: Barad, Miryam

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Orta Karadeniz'de açık deniz ağ kafes yetişticilik tesislerinin çevresel etkilerinin su kolonu ve sediment ekseninde incelenmesi/ Yazar: Acay, Volkan

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Engineering Applications of Soft Computing Yazar: Díaz-Cortés, Margarita-Arimatea, Cuevas, Erik, Rojas, Raúl

İçindekiler: “…Introduction -- Motion estimation algorithm using Block-matching and Harmony Search optimization -- Gravitational Search Algorithm applied to parameter identification for induction motors -- Color Segmentation using LVQ Neural Net-works -- Global Optimization using Opposition-Based Electromagnetism-like algorithm -- Multi-Threshold Segmentation using Learning Automata.…”
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Towards Digital Enlightenment Essays on the Dark and Light Sides of the Digital Revolution /

İçindekiler: “…, by Dirk Helbing -- The Birth of a Digital God, by Dirk Helbing -- To the Elites of the World: Time to Act, by Dirk Helbing -- Why We Need Democracy 2.0 and Capitalism 2.0 to Survive, by Dirk Helbing -- How to Make Democracy Work in the Digital Age, by Dirk Helbing and Stefan Klauser -- The Blockchain Age: Awareness, Empowerment and Coordination, by Jeroen van den Hoven, Johan Pouwelse, Dirk Helbing and Stefan Klauser -- From War Rooms to Peace Rooms: A Proposal for the Pro-Social Use of Big Data Intelligence, by Dirk Helbing and Peter Seele -- New Security Approaches for the 21st Century: How to Support Crowd Security and Responsibility, by Dirk Helbing -- Homo Socialis: The Road Ahead, by Dirk Helbing -- Social Mirror: More Success through Awareness and Coordination, by Dirk Helbing -- Digitization 2.0: A New Game Begins, by Dirk Helbing.…”
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Punishment and incarceration a global perspective /

İçindekiler: “…Janisch -- Continued imprisonment of terminally ill prisoners in the United States : an international human rights perspective / Aleksandr Khechumyan -- Sentencing and incarceration in a democratic South Africa / Willem F.M. Luyt -- Punishment and incarceration in Japan : a net-widening of crime control and a new priority system of prosecution / Shinichi Ishizuka -- Gender and imprisonment in Hong Kong / Maggy Lee, K. …”
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Automation 2017 Innovations in Automation, Robotics and Measurement Techniques /

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Social inequalities, health and health care delivery

İçindekiler: “…Brewster -- Inequalities created in bio-medicine as the body business / Barbara Hanson -- Unforeseen policy effects on the safety net: medicaid, private hospital closures and the use of local VAMCs / Blair D Gifford, Larry M. …”
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Science, faith and the climate crisis /

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Security in Smart Cities: Models, Applications, and Challenges

İçindekiler: “…Part I: Challenges of Smart Healthcare Applications -- Big Data challenges and opportunities in IoT Applications: Health Informatics and Smart Hospitals -- Healthcare Analysis in Smart Big Data Analytics :Reviews, Challenges and Recommendations -- Realization of IoT adaptive Data hiding system for Electronic Patient Record, Embedding in Medical Images -- A Swarm Intelligence Model for Enhancing Health Care Services in Internet of Things based Applications -- A Machine Learning Model for Predicting of Chronic Kidney Disease for Internet of Things and cloud computing Applications -- Part II: Secure Models for Smart Cities Applications -- Data Security Challenges in Smart cities -- Engineering Large Complex Critical Infrastructures of Future Smart Cities for IoT applications as Self-Adaptive Systems- Security challenges in IoT Cyber world -- Blockchains for Smart Cities: A Survey -- A Review of Existing 4-bit Crypto S-box cryptanalysis Techniques and Two New Techniques with 4-bit Boolean Functions for Cryptanalysis of 4-bit Crypto S-boxes towards a Secure Internet of Things based Application -- Part III: Secure Network Communication in Smart Cities Applications -- A Robust Watermarking Scheme Using Machine Learning Transmitted Over High-Speed Net-work for Internet of Things Applications -- 4, 8, 32, 64 bit Substitution Box generation using Irreducible or Reducible Polynomials over Galois Field GF(pq) -- Local Binary Patterns for Facial Expression Recognition for Efficient Smart Applications -- Efficient Generation of Association Rules from Numeric Data using Genetic Algorithm for Smart Cities Applications -- Online User Authentication System based on Finger Knuckle Print using Smartphones.…”
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Yara örtüsü uygulamaları için polilaktik asit/lavanta uçucu yağı esaslı biyoaktif nanoliflerin geliştirilmesi ve karakterizasyonu/ Yazar: İsmaili, Dea

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Complex Systems Design & Management Asia Smart Nations - Sustaining and Designing: Proceedings of the Second Asia-Pacific Conference on Complex Systems Design & Management, CSD&M A...

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Neural Network Computer Vision with OpenCV 5. Yazar: Nuti, Gopi Krishna

İçindekiler: “…Modern Solutions for Image Classification -- Introduction -- Structure -- Objectives -- CNNS for classification -- Inception-v3 -- Keras -- OpenCV DNN module -- ResNet -- Keras implementation -- OpenCV DNN implementation -- MobileNetV2 -- Keras implementation -- OpenCV DNN implementation -- Comparison of models -- Parameters for blobFromImage() -- Conclusion -- Exercises -- 8. …”
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Intuitionistic Fuzziness and Other Intelligent Theories and Their Applications

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Recent Advances in Information Systems and Technologies Volume 1 /

İçindekiler: “…System Dynamics Modeling for the Complexity of Knowledge Creation within Adaptive Large Programs Management -- The Rio de Janeiro, Brazil, experience using digital initiatives for the co-production of the public good: The case of the Operations Centre -- Data base processing programs with using extended base semantic hypergraph -- Assessment of academic digital platform through social networks in Economics degree -- Analysis for Software Process Improvement: A Systematic Literature Review -- Analysis of Data Science Tools for Sensor-Based Assessment of Quality of Life in Health Care -- Collaborative Process Mapping to Improve Work Instructions and Standardized Work -- Who can assess Human Resources performance in IT/IS projects: a review -- Analysing Functional Paradigm Concepts: The JavaScript Case -- Stochastic Petri Nets with Changeable Layout -- Analysing Functional Paradigm Concepts: The JavaScript Case -- Simple Network Management Protocol for Remote Telemetry Systems in Urban Environments -- User Modeling Framework for Context-Aware Recommender Systems -- Baby steps into an E-Health: Internet of Things in a doctor's office -- Learning Core Concepts of Business Information Systems Engineering by Teaching - Lessons Learned from a Comparative Teaching Experiment.…”
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New Global Perspectives on Industrial Engineering and Management International Joint Conference ICIEOM-ADINGOR-IISE-AIM-ASEM /

İçindekiler: “…Long Term Capacity Planning: The Comparison Between the Net Present Value, Return on Investment and Unitary Cost for Scale Analysis -- Chapter 2. …”
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Information Technology - New Generations 15th International Conference on Information Technology /

İçindekiler: “…Part I Cybersecurity -- Safeguarding Personal Health Information: Case Study -- Cybersecurity as People Powered Perpetual Innovation -- Performance Study of the Impact of Security on 802.11ac Networks -- Training Neural Tensor Networks with the Never Ending Language Learner -- PERIA-Framework: A Prediction Extension Revision Image Annotation Framework -- The Modern State and the Further Development Prospects of Information Security in the Republic of Kazakhstan -- Evaluating Cyber Threats to the United Kingdom's National Health Service (NHS) Spine Network -- A Virtual Animated Commentator Architecture for Cybersecurity Competitions -- Malicious Software Classification using VGG16 Deep Neural Network's Bottleneck Features -- Cybersecurity Vulnerabilities Assessment (A Systematic Review Approach) -- A Self Proxy Signature Scheme over NTRU Lattices -- Towards an Ontology of Security Assessment: a core model proposal -- Integration of Mobile Forensic Tool Capabilities -- Deep Packet Inspection: A Key Issue for Network Security -- What Petya/NotPetya Ransomware is and What its Remidiations are -- Analysis of Security Vulnerability and Analytics of Internet of Things (IOT) Platform -- New Techniques for Public Key Encryption with Sender Recovery -- Cloud Intrusion Detection and Prevention system for M-voting application in South Africa -- Protecting Personal Data with Blockchain Technology -- The Role of CAE-CDE in Cybersecurity Education for Workforce Development -- Software Optimizations for DES -- Part II Networking and Wireless Communications -- Design and Development of VXLAN based Cloud Overlay Network Monitoring System and Environment -- End to End Delay Analysis in a Two Tier Cluster Hierarchical Wireless Sensor Networks -- Tools to Support SMEs to Migrate to the Cloud: Opportunities and Challenges -- A Dual canister medicine IoT Dispenser -- Local Clock Synchronization without Transmission Delay Estimation of Control Messages in Wireless Sensor Networks -- Denial of service attacks inwireless sensor networks with proposed countermeasures -- Part III Education and Technology -- Internet-Based Education: A New Milestone for Formal Language and Automata Courses -- Teaching Communication Management in Software Projects through Serious Educational Games -- Gamification applied in the teaching of agile Scrum methodology -- An Experience of Using a Board Serious Virtual Game for Teaching the SCRUM Framework -- Part IV Agile Software Testing and Development -- Teaching Scrum by Doing Scrum in Internships in South Africa to Prepare Interns for Agile Projects -- Alignment of Requirements and Testing in Agile: an Industrial Experience -- Health Care Information Systems: A Crisis Approach -- Using Correct-by-Construction Software Agile Development -- Service-Centered Operation Methodology (MOCA) application supported by computer science to improve continuously care quality in public services -- Improving Agile Software Development with Domain Ontologies -- A Stratified Sampling Algorithmfor Artificial Neural Networks -- Part V Data Mining/Machine Learning -- Mining ENADE Data from the Ulbra Network Institution -- Fault diagnostic of variance shifts in clinical monitoring using an Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA) -- Investigating Attribute Assessment for Credit Granting on a Brazilian Retail Enterprise -- Cross-language approach for sentiment classification in Brazilian Portuguese with ConvNets -- Thematic Spatiotemporal Association Rules to Track the Evolving of Visual Features and their Meaning in Satellite Image Time Series -- DeRis: Information system supporting the prediction of default risk in companies -- Taking a Steppe towards optimizing Note-Taking Software by creation of a Note Classification Algorithm -- Pattern Recognition for Time Series Forecasting: A Case Study of a Helicopter's Flight Dynamics -- A model for hour-wise prediction of mobile device energy availability -- Enhancing Lipstick Try-On with Augmented Reality and Color Prediction Model -- A Traffic Light Recognition Device -- An Approach to Prepare Data to Feed Visual Metaphors in a Multiple View Interactive Environment -- Reproducible Research in Document Analysis and Recognition -- Music Genre Classification using Data Mining and Machine Learning -- Improving word representations using Paraphrase dataset -- A Initial Experimental Evaluation of the NeuroMessenger: A Collaborative Tool to Improve the Empathy of Text Interactions -- Dual Long Short-Term Memory Networks for Sub-Character Representation Learning -- Business Intelligence Dashboard Application for Insurance Cross Selling -- Speech Features Analysis for Tone Language Speaker Discrimination Systems -- Selection of Transformations of Continuous Predictors in Logistic Regression -- Part VI Software Engineering -- A Generic Approach to Efficiently Parallelize Legacy Sequential Software -- Clustering and Combinatorial Methods for Test Suite Prioritization of GUI and Web Applications -- A Timed Petri NetModel to Specify Scenarios of Video Games -- Survey of Biometric Techniques for Automotive Applications -- A Survey on adoption Good Practices for ICT Governance at Enhanced Organizations -- Budget and User Feedback Control Strategy-based PRMS Scenario Web Application -- A Controlled Natural Language Editor for Semantic of Business Vocabulary and Rules -- An Approach Based on Possibilistic WorkFlow Nets to Model Multiplayer Video Games -- A Requirements Engineering-based Approach for evaluating Security Requirements Engineering Methodologies -- Increasing the prediction quality of software defective modules with automatic feature engineering -- Part VII High Performance Computing Architectures -- NSF Noyce Recruitment and Mentorship -- Mining Associations between Two Categories using Unstructured Text Data in Cloud -- A Note on Computational Science Curriculum -- Development of a Local Cloud-Based Bioinformatics Architecture -- Part VIII Computer Vision, Image Processing/Analysis -- AComputer Vision Based Algorithm for Obstacle Avoidance -- The ST-Vis tool for SpatioTemporal Visualization -- Detection of early gastric cancer from endoscopic images using Wavelet Transform Modulus Maxima -- Detection method of early esophageal cancer from endoscopic image using dyadic wavelet transform and four-layer neural network -- Study of Specific Location of Exhaustive Matching in Order to Improve the Optical Flow Estimation -- Solarpowered UAV Platform System: a Case Study for Ground Change Detection in BRIC Countries -- Part IX Health, Bioinformatics, Pattern Detection and Optimization -- Benefits of Establishing Makerspaces in Distributed Development Environment -- Semantic Description of Healthcare Devices to Enable Data Integration -- Applying transfer learning to QSAR regression models -- Investigating the Recognition of Non-Articulatory Sounds by using Statistical Tests and Support Vector Machine -- A Complete Diabetes Management and Care System -- On the use of van der PauwTechnique to Monitor Skin Burning in Patients Undergoing Interferential Current Therapy (IFC) with Extension to Other E-Stim Monitoring -- Part X Potpourri -- Smart Lighting Controlling System: Case Study of Yarmouk University Museum -- Incremental Topology Generated for ANN A Case Study on a Helicopter's Flight Simulation -- Degree Aware Triangulation of Annular Regions -- Heuristic Approaches for the Open-Shop Scheduling Problem -- Continuous State Power-down Systems for Renewable Energy Management -- Extracting Timing Models from Component-based Multi-criticality Vehicular Embedded Systems -- Part XI Short Papers -- Customer services management and satisfaction of Internet-related banking of First National Bank -- BIG IoT - Interconnecting IoT Platforms from different domains - First success story -- Cross-Cultural Perspective of E-Commerce -- Website Usability Requirements: Through the Lens of Individual's Perception -- Methods of Ensuring the Reliability and Fault Tolerance of Information Systems -- Applying a Method for Credit Limit Reviews in a Brazilian Retail Enterprise -- Application of an Effective Methodology for Analysis of Fragility and Its Components in the Elderly -- A Classifier Evaluation for Payments' Default Predictions in a Brazilian Retail Company -- Confidentiality, Integrity & Availability in Electronic Health Records:An Integrative Review -- Operating System Security Management and…”
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