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检索条件"任意字段=2022 Algorithms, Computing and Mathematics Conference, ACM 2022"

共 31 条记录，以下是21-30 订阅

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Proceedings of 6th FabLearn Europe / MakeEd conference 2022

Proceedings of 6th FabLearn Europe / MakeEd Conference 2022

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2022 International conference on computing, Design and Making in Education, FabLearn Europe / MakeEd 2022

ISBN: (纸本)9781450396332

The proceedings contain 22 papers. The topics discussed include: making manipulatives for mathematics education;imagining better futures for everybody – sustainable entrepreneurship education for future design protagonists;model-based support for authoring design-based learning and maker education materials in elementary education;youth’s perspectives of computational design in making-based coding activities;developing a makerspace learning and assessment framework;madness to the methods: speculating approaches to study and nurture children’s designer and maker identities;the mind- and makerspace: impact evaluation of a university makerspace and the development of an impact measurement methodology;scaffolding preschool children’s upcycling experiences through free vs. guided play activities;and prototyping products using web-based AI tools: designing a tangible programming environment with children.

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Proceedings of 7th International conference on Harmony Search, Soft computing and Applications 1

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丛书名： Lecture Notes on Data Engineering and Communications Technologies

1000年

作者： Joong Hoon Kim Kusum Deep Zong Woo Geem Ali Sadollah Anupam Yadav

ISBN: (数字)9789811929489

ISBN: (纸本)9789811929472;9789811929502

The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Seventh International conference on Harmony Search, Soft computing and Applications held at Virtual conference, Seoul, South Korea, in February 2022. Harmony search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong Woo Geem, that mimics the improvisation process of jazz musicians to seek the best harmony. The book consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.

关键词： Computational Intelligence Machine Learning algorithms

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Proceedings - 26th Pan-Hellenic conference on Informatics, PCI 2022

Proceedings - 26th Pan-Hellenic Conference on Informatics, P...

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26th Pan-Hellenic conference on Informatics, PCI 2022

ISBN: (纸本)9781450398541

The proceedings contain 63 papers. The topics discussed include: performance benchmarking of visual human tracking algorithms for UAVs;community detection at scale: a comparison study among Apache spark and Neo4j;security operations center in education: building an educational environment for attack and defense scenarios;smart business processing in industry 4.0;a survey on vulnerability prediction using GNNs;design for smart home devices: an exploratory eye-tracking study;intelligent emergency evacuation systems for buildings;better solutions for the thesis defense timetabling problem using a three-phase approach;self-adaptive privacy in cloud computing: an overview under an interdisciplinary spectrum;evaluation of the relationship between the smart packaging technology and disability in Greece;an exact based approach for the post enrollment course timetabling problem;and a neuro-symbolic approach for fault diagnosis in smart power grids.

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Proceedings of International Joint conference on Advances in Computational Intelligence 1

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丛书名： algorithms for Intelligent Systems

1000年

作者： Mohammad Shorif Uddin Jagdish Chand Bansal

ISBN: (数字)9789819914357

ISBN: (纸本)9789819914340;9789819914371

This book gathers outstanding research papers presented at the 6th International Joint conference on Advances in Computational Intelligence (IJCACI 2022), held in hybrid mode during October 15 – 16, 2022. IJCACI 2022 is jointly organized by Jahangirnagar University (JU), Bangladesh and South Asian University (SAU), India. The book presents the novel contributions in areas of computational intelligence and it serves as a reference material for advance research. The topics covered are collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal and natural language processing.

关键词： Computational Intelligence Artificial Intelligence Machine Learning Natural Language Processing (NLP) Data Structures and Information Theory

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Confronting Power and Corporate Capture at the FAccT conference 22

Confronting Power and Corporate Capture at the FAccT Confere...

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5th acm conference on Fairness, Accountability, and Transparency, FAccT 2022

作者： Young, Meg Katell, Michael Krafft, P.M. Cornell Tech New YorkNY United States The Alan Turing Institute London United Kingdom University of the Arts London London United Kingdom

ISBN: (纸本)9781450393522

Fields such as medicine and public health attest to deep conflict of interest concerns present when private companies fund evaluation of their own products and services. We draw on these lessons to consider corporate capture of the acm Fairness, Accountability, and Transparency (FAccT) conference. We situate our analysis within scholarship on the entanglement of industry and academia and focus on the silences it produces in the research record. Our analysis of the institutional design at FAccT indicates the conference's neglect of those people most negatively impacted by algorithmic systems. We focus on a 2021 paper by Wilson et al., "Building and auditing fair algorithms: A case study in candidate screening"as a key example of conflicted research accepted via peer review at FAccT. We call on the conference to (1) lead on models for how to manage conflicts of interest in the field of computing beyond individual disclosure of funding sources, (2) hold space for advocates and activists able to speak directly to questions of algorithmic harm, and (3) reconstitute the conference with attention to fostering agonistic dissensus - un-making the present manufactured consensus and nurturing challenges to power. These changes will position our community to contend with the political dimensions of research on AI harms. © 2022 Owner/Author.

关键词： Diagnosis

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14th International conference on Parallel Processing and Applied mathematics, PPAM 2022

14th International Conference on Parallel Processing and App...

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14th International conference on Parallel Processing and Applied mathematics, PPAM 2022

ISBN: (纸本)9783031304415

The proceedings contain 77 papers. The special focus in this conference is on Parallel Processing and Applied mathematics. The topics include: Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs;Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications;Cost and Performance Analysis of MPI-Based SaaS on the Private Cloud Infrastructure;building a Fine-Grained Analytical Performance Model for Complex Scientific Simulations;evaluation of Machine Learning Techniques for Predicting Run Times of Scientific Workflow Jobs;Smart Clustering of HPC Applications Using Similar Job Detection Methods;distributed Work Stealing in a Task-Based Dataflow Runtime;task Scheduler for Heterogeneous Data Centres Based on Deep Reinforcement Learning;Shisha: Online Scheduling of CNN Pipelines on Heterogeneous Architectures;General Framework for Deriving Reproducible Krylov Subspace algorithms: BiCGStab Case;proactive Task Offloading for Load Balancing in Iterative Applications;language Agnostic Approach for Unification of Implementation Variants for Different computing Devices;high Performance Dataframes from Parallel Processing Patterns;global Access to Legacy Data-Sets in Multi-cloud Applications with Onedata;MD-Bench: A Generic Proxy-App Toolbox for State-of-the-Art Molecular Dynamics algorithms;Breaking Down the Parallel Performance of GROMACS, a High-Performance Molecular Dynamics Software;GPU-Based Molecular Dynamics of Turbulent Liquid Flows with OpenMM;a Novel Parallel Approach for Modeling the Dynamics of Aerodynamically Interacting Particles in Turbulent Flows;reliable Energy Measurement on Heterogeneous Systems–on–Chip Based Environments;distributed Objective Function Evaluation for Optimization of Radiation Therapy Treatment Plans;a Generalized Parallel Prefix Sums Algorithm for Arbitrary Size Arrays;GPU4SNN: GPU-Based Acceleration for Spiking Neural Network Simulations;Ant System Inspired Heuristic Optimization of UAVs Depl

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14th International conference on Parallel Processing and Applied mathematics, PPAM 2022

14th International Conference on Parallel Processing and App...

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14th International conference on Parallel Processing and Applied mathematics, PPAM 2022

ISBN: (纸本)9783031304446

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15th International conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific computing, MCQMC 2022

15th International Conference on Monte Carlo and Quasi-Monte...

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15th International conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific computing, MCQMC 2022

ISBN: (纸本)9783031597619

The proceedings contain 33 papers. The special focus in this conference is on Monte Carlo and Quasi-Monte Carlo Methods in Scientific computing. The topics include: Introduction to Gaussian Process Regression in Bayesian Inverse Problems, with New Results on Experimental Design for Weighted Error Measures;Lattice-Based Kernel Approximation and Serendipitous Weights for Parametric PDEs in Very High Dimensions;optimal algorithms for Numerical Integration: Recent Results and Open Problems;minimum Kernel Discrepancy Estimators;error Estimates and Variance Reduction for Nonequilibrium Stochastic Dynamics;Heuristics for the Probabilistic Solution of BVPs with Mixed Boundary Conditions;challenges in Developing Great Quasi-Monte Carlo Software;Numerical Computation of Risk Functionals in PDMP Risk Models;new Bounds for the Extreme and the Star Discrepancy of Double-Infinite Matrices;unbiased Likelihood Estimation of Wright–Fisher Diffusion Processes;theory and Construction of Quasi-Monte Carlo Rules for Asian Option Pricing and Density Estimation;application of Dimension Truncation Error Analysis to High-Dimensional Function Approximation in Uncertainty Quantification;simple Stratified Sampling for Simulating Multi-dimensional Markov Chains;infinite-Variate L2-Approximation with Nested Subspace Sampling;randomized Complexity of Vector-Valued Approximation;quasi-Monte Carlo algorithms (Not Only) for Graphics Software;sequential Estimation Using Hierarchically Stratified Domains with Latin Hypercube Sampling;comparison of Two Search Criteria for Lattice-Based Kernel Approximation;A-Posteriori QMC-FEM Error Estimation for Bayesian Inversion and Optimal Control with Entropic Risk Measure;reversible Random Number Generation for Adjoint Monte Carlo Simulation of the Heat Equation;large Scale Gaussian Processes with Matheron’s Update Rule and Karhunen-Loève Expansion;The Order Barrier for the L1-approximation of the Log-Heston SDE at a Single Point;a Randomised Lattice Rule Algori

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International conference on Machine Learning and Big Data Analytics, ICMLBDA 2022

International Conference on Machine Learning and Big Data An...

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International conference on Machine Learning and Big Data Analytics, ICMLBDA 2022

ISBN: (纸本)9783031151743

The proceedings contain 44 papers. The special focus in this conference is on Machine Learning and Big Data Analytics. The topics include: Bilingual Documents Text Lines Extraction Using Conditional GANs;Performance Comparison of YOLO Variants for Object Detection in Drone-Based Imagery;a Microservice Architecture with Load Balancing Mechanism in Cloud Environment;an IoT Application for Detection and Monitoring of Manhole;resource Allocation in 5G and Beyond Edge-Slice Networking Using Deep Reinforcement Learning;preface;a Comprehensive Analysis on Mobile Edge computing: Joint Offloading and Resource Allocation Perspective;the Important Influencing Factors in Machine Translation;damaged Units Return Investigation in Printer-Producing Industry Utilizing Big Data;colorization of Grayscale Images: An Overview;evolutionary Approaches Toward Traditional to Deep Learning-Based Chatbot;analysis of Machine Learning algorithms for Detection of Cyberbullying on Social Networks;sentiment Analysis of Political Tweets for Israel Using Machine Learning;a Novel Approach for Real-Time Vehicle Re-identification Using Content-Based Image Retrieval with Relevance Feedback;Extractive and Abstractive Text Summarization Model Fine-Tuned Based on BERTSUM and Bio-BERT on COVID-19 Open Research Articles;RevCode for NLP in Indian Languages;Application for Mood Detection of Students Using TensorFlow and Electron JS;finding Significant Project Issues with Machine Learning;Using CNN Technique and Webcam to Identify Face Mask Violation;a Review on Internet of Things-Based Cloud Architecture and Its Application;prediction of Maneuvering Status for Aerial Vehicles Using Supervised Learning Methods;HRescue: A Modern ML Approach for Employee Attrition Prediction;using Machine Learning to Detect Botnets in Network Traffic.

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8th International conference on Computers, Management and Mathematical Sciences, ICCM 2022

8th International Conference on Computers, Management and Ma...

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8th International conference on Computers, Management and Mathematical Sciences, ICCM 2022

ISBN: (纸本)9783031511660

The proceedings contain 28 papers. The special focus in this conference is on Computers, Management and Mathematical Sciences. The topics include: Simulation of GA-Based Harmonics Elimination in CHMLI Using DTC for Dynamic Load;Discussing the Future Perspective of Machine Learning and Artificial Intelligence in COVID-19 Vaccination: A Review;embedded Platform-Based Heart-Lung Sound Separation Using Variational Mode Decomposition;MIMO: Modulation Schemes for Visible Light Communication in Indoor Scenarios;image Resampling Forensics: A Review on Techniques for Image Authentication;the Impact of Perceived Justice and Customer Trust on Customer Loyalty;performance Analysis of Wind Diesel Generation with Three-Phase Fault;C-RPI: Cluster-Based Rendezvous Point Identification and Mobile Sink-Based Data Collection in LR-WPAN;Effect of Weather on the COVID-19 Pandemic in North East India;sentiment Analysis Using Social Media and Product Reviews;a Comparative Study on the Performance of Soft computing Models in the Prediction of Orthopaedic Disease in the Environment of Internet of Things;Maximization of Active Power Delivery in WECS Using BDFRG;Identification and Detection of Credit Card Frauds Using CNN;different Degradation Modes of Field-Deployed Photovoltaic Modules: A Literature Review;impact of Security Attacks on Spectrum Allocation in Cognitive Radio Networks;human Activity Detection Using Attention-Based Deep Network;software Vulnerability Classification Using Learning Techniques;service Recovery: Past, Present, and Future;an In-depth Accessibility Analysis of Top Online Shopping Websites;a Stable Model for Learningand Memorization in Over-Parameterized Networks;analysis of Depth Sensing and Lane Detection algorithms for Advanced Driver Assistance Systems;implementation of E-Commerce Application with Analytics.

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