the proceedings contain 23 papers. the special focus in this conference is on Agents and Artificial Intelligence. the topics include: Dealing withthe Unpredictability of Physical Resources in Real...
ISBN:
(纸本)9783031553257
the proceedings contain 23 papers. the special focus in this conference is on Agents and Artificial Intelligence. the topics include: Dealing withthe Unpredictability of Physical Resources in Real-World Multi-agent systems;coalition Alternating-Time Temporal Logic: A Logic to Find Good Coalitions to Achieve Strategic Objectives;holonic Energy Management systems: Towards Flexible and Resilient Smart Grids;predictive Explanations for and by Reinforcement Learning;effects of Feature Types on Donor Journey;data-Efficient Offline Reinforcement Learning with Approximate Symmetries;dynamic Communities: A Novel Recommendation Approach for Individuals and Groups;towards Improving Multivariate Time-Series Forecasting Using Weighted Linear Stacking;Study on LSTM and ConvLSTM Memory-Based Deep Reinforcement Learning;spatial Representation and Reasoning About Fold Strata: A Qualitative Approach;ranking-Based Partner Selection Strategy in Open, Dynamic and Sociable Environments;weight Re-mapping for Variational Quantum algorithms;Effective Adaptive Strategy Selection Using Extended Fine-Tuning and CNN-Based Surrogate Model in Repeated-Encounter Bilateral Automated Negotiation;a Novel Bagged Ensemble Approach for Accurate Histopathological Breast Cancer Classification Using Transfer Learning and Convolutional Neural Networks;UTP: A Unified Term Presentation Tool for Clinical Textual Data Using Pattern-Matching Rules and Dictionary-Based Ontologies;fault Tolerant Robust Adaptive Workload Orchestration in Pure Edge computing;exploring Narrative Economics: An Agent-Based Co-Evolutionary Model Featuring Nonlinear Continuous-Time Opinion Dynamics;GaSUME: A BERT-Covered Genetic Algorithm for Text Summarization;segmented Glioma Classification Using Radiomics-Based Machine Learning: A Comparative Analysis of Feature Selection Techniques;RDC-Repair: Towards a Relevance-Driven Approach for Data and Constraints Repair;developing Image-Based Classification Techniques to Analyse Customer Beha
the proceedings contain 25 papers. the special focus in this conference is on Parallel Computational Technologies. the topics include: On a Template Programming Approach for Shared Memory Parallel Architectu...
ISBN:
(纸本)9783031388637
the proceedings contain 25 papers. the special focus in this conference is on Parallel Computational Technologies. the topics include: On a Template Programming Approach for Shared Memory Parallel Architectures with Applications to the Fully Implicit Stokes Solver;parallel computing in the Tikhonov Regularization Method for Solving the Inverse Problem of Chemical Kinetics;parallel Implementation of the Time-Reversal Mirror Method for Retrieving the Position and Type of a Seismic Source from Observational Data;parallel Implementation of Fast algorithms in the Vortex Particle Method;Implementation of an Asymptotically Compact Algorithm for GPU Simulation of an Acoustic Equation;quantum-Chemical Simulation of High-Energy Azoxy Compounds;parallel algorithms for Simulation of the Suspension Transport in Coastal systems Based on the Explicit-Implicit and Splitting Schemes;parallel Numerical Implementation of three-Dimensional Mathematical Models of Hydrodynamics Taking into Account Vertical Turbulent Exchange;comparison of Two Methods for Modeling the Dynamics of Gas Flows in a Protoplanetary Disk;parallel Data Preprocessing Library for Neural Network Training;computer Modeling of Metal Nanoclusters and Substrate Interaction at Mesoscopic Level;supercomputer Simulation of Plasma Flow in the Diamagnetic Mode of Open Magnetic systems;computer Simulation of the three-Dimensional Synthesis of Phase Images of Nanometer Scale Objects;a Parallel Algorithm for a Two-Phase Gas-Solid-Particle Model with Chemical Reactions and Laser Radiation;MPI-Based Computational Algorithm for Modeling a Cylindrical Catalyst Grain During Oxidative Regeneration;research of the Influence of the thermal State of an Air-Intake Model on In-Flight Icing Conditions;An Efficient LRnLA Algorithm and Data Structure for Manycore and Multicore Computers with Hierarchical Cache;Implementation of a Fuzzy Inference Method with Nonsingleton Fuzzification Based on CUDA and GPGPU Technologies;solving the three-Dim
the proceedings contain 23 papers. the special focus in this conference is on Business Intelligence. the topics include: Intelligent System Based on GAN Model for Decision Support in Brain Tumor Segmentation;a Convolu...
ISBN:
(纸本)9783031064579
the proceedings contain 23 papers. the special focus in this conference is on Business Intelligence. the topics include: Intelligent System Based on GAN Model for Decision Support in Brain Tumor Segmentation;a Convolutional Neural Networks-Based Approach for Potato Disease Classification;a Novel Hybrid Approach for Improving the Accuracy of the Supervised Link Prediction Based on Graph Structure Features in Social Networks;Analysis of Several algorithms for DOA Estimation in Two Different Communication Models by a Comparative Study;how far can Deep Learning Improve Arabic Part of Speech Tagging?;analysis of Decision Tree algorithms for Diabetes Prediction;automatic Change Detection Based on the Independent Component Analysis and Fuzzy C-Means Methods;automatic Text Summarization for Moroccan Arabic Dialect Using an Artificial Intelligence Approach;mining Frequents Itemset and Association Rules in Diabetic Dataset;Increasing Student Engagement in Lessons and Assessing MOOC Participants through Artificial Intelligence;comparative Study of Deep Learning Models for Detection and Classification of Intracranial Hemorrhage;optimization Focused on Parallel Fuzzy Deep Belief Neural Network for Opinion Mining;deep Learning Model for Educational Recommender systems;sentiment Analysis Decision System for Tracking Climate Change Opinion in Twitter;an Exploration of Student Grade Retention Prediction Using Machine Learning algorithms;deep Reinforcement Learning for Bitcoin Trading;machine Learning Approach to Automate Decision Support on Information System Attacks;Facial Expression Recognition Using a Hybrid ViT-CNN Aggregator;decision Boundary to Improve the Sensitivity of Deep Neural Networks Models;Performance Investigation of a Proposed CBIR Search Engine Using Deep Convolutional Neural Networks;preface.
the proceedings contain 65 papers. the special focus in this conference is on Inventive systems and Control. the topics include: Towards the Implementation of Traffic Engineering in SDN: A Practical Approach;real-Time...
ISBN:
(纸本)9789819916238
the proceedings contain 65 papers. the special focus in this conference is on Inventive systems and Control. the topics include: Towards the Implementation of Traffic Engineering in SDN: A Practical Approach;real-Time Intrusion Detection in Connected Autonomous Vehicles;physical Architecture of Linear Feedback Shift Register Using Clock Tree Synthesis for Cyber-Physical System;Detection of Arrhythmia via Electrical Activity of the Heart Using AI Techniques;utilizing Deep Convolutional Neural Networks for Image-Based Plant Disease Detection;Detection of Covid-19 Using an Infrared Fever Screening System (IFSS) Based on Deep Learning Technology;Improving the Power Quality of Wind Turbines Under Unbalance Voltage Conditions Using the SMC Approach;NAML—A Novel Approach of Machine Learning Implementation in the Hospitality Industry;A Novel Dynamic Energy Amendment Control for Solar Fed Brushless DC Motor for Water Pumping System;Adaptive Deep Recurrent Neural Network-Based COVID-19 Healthcare Data Prediction for Early Risk Prediction;A Hybrid Model Built on VGG16 and Random Forest Algorithm for Land Classification;facial Expression Recognition Using Transfer Learning with ResNet50;classification of Microorganisms from Sparsely Limited Data Using a Proposed Deep Learning Ensemble;Assiduous Study of the Hyperparameters’ Influence on CNN Using COVID-19 CT Images;academic Dishonesty Detection in Exams Using Pose Extraction;dynamic Wireless Charging System for Electric Vehicles Based on Segmented Zinc Alloy Plates;iterative Refinement Versus Generative Adversarial Networks for Super-Resolution Towards Licence Plate Detection;an IoT-Based Smart Health Monitoring System;multi-Stage Fruit Grading System;Sentiment Analysis on Feedback Data of E-commerce Products Based on NLP;univariate Individual Household Energy Forecasting by Tuned Long Short-Term Memory Network;Resume Analysis Using NLP.
the proceedings contain 148 papers. the topics discussed include: design and implementation of face recognition system based on raspberry pie;a privacy-preserving revocable framework in the deep-learning-as-a-service ...
ISBN:
(纸本)9781665421744
the proceedings contain 148 papers. the topics discussed include: design and implementation of face recognition system based on raspberry pie;a privacy-preserving revocable framework in the deep-learning-as-a-service platform system based on non-software as a service;beyond homeostasis: a novel approach for assessing the stability and coherence of self-adaptive systems;a meta multi-agent reinforcement learning algorithm for multi-intersection traffic signal control;reducing model complexity and cost in the generation of efficient error detection mechanisms;quantitative security assurance case for in-vehicle embedded systems;chaos engineering for understanding consensus algorithms performance in permissioned blockchains;rethinking of reentrancy on the ethereum;self-attention based text matching model with generative pre-training;role-based approach as support for safety analysis of collaborative systems;optimizing dynamic timing analysis and reinforcement learning;impact of selective implementation on soft error detection through low-level re-execution;and applying neural networks for plant model simulation in embedded control system.
the proceedings contain 47 papers. the special focus in this conference is on Cognitive systems and Information Processing. the topics include: Mastering "Gongzhu" with Self-play Deep Reinforcement Learning;...
ISBN:
(纸本)9789819906161
the proceedings contain 47 papers. the special focus in this conference is on Cognitive systems and Information Processing. the topics include: Mastering "Gongzhu" with Self-play Deep Reinforcement Learning;improved Vanishing Gradient Problem for Deep Multi-layer Neural Networks;incremental Quaternion Random Neural Networks;question Answering on Agricultural Knowledge Graph Based on Multi-label Text Classification;dairy Cow Individual Identification System Based on Deep Learning;automatic Packaging System Based on Machine Vision;meteorological and Hydrological Monitoring Technology Based on Wireless Sensor Network Model and Its Application;a Review of Deep Reinforcement Learning Exploration Methods: Prospects and Challenges for Application to Robot Attitude Control Tasks;aeroBotSim: A High-Photo-Fidelity Simulator for Heterogeneous Aerial systems Under Physical Interaction;T3SFNet: A Tuned Topological Temporal-Spatial Fusion Network for Motor Imagery with Rehabilitation Exoskeleton;trailer Tag Hitch: An Automatic Reverse Hanging System Using Fiducial Markers;anatomical and Vision-Guided Path Generation Method for Nasopharyngeal Swabs Sampling;a Hierarchical Model for Dynamic Simulation of the Fault in Satellite Operations;design and Implementation of Autonomous Navigation System Based on Tracked Mobile Robot;towards Flying Carpet: Dynamics Modeling, and Differential-Flatness-Based Control and Planning;region Clustering for Mobile Robot Autonomous Exploration in Unknown Environment;human Intention Understanding and Trajectory Planning Based on Multi-modal Data;Robotic Arm Movement Primitives Assembly Planning Method Based on BT and DMP;center-of-Mass-Based Regrasping of Unknown Objects Using Reinforcement Learning and Tactile Sensing;alongshore Circumnavigating Control of a Manta Robot Based on Fuzzy Control and an Obstacle Avoidance Strategy;joint Trajectory Generation of Obstacle Avoidance in Tight Space for Robot Manipulator;robot Calligraphy Based on Footprint Mo
the proceedings contain 18 papers. the special focus in this conference is on Machine Learning and Knowledge Extraction. the topics include: Enhancing Trust in Machine Learning systems by Formal Methods: With an Appli...
ISBN:
(纸本)9783031408366
the proceedings contain 18 papers. the special focus in this conference is on Machine Learning and Knowledge Extraction. the topics include: Enhancing Trust in Machine Learning systems by Formal Methods: With an Application to a Meteorological Problem;sustainability Effects of Robust and Resilient Artificial Intelligence;the Split Matters: Flat Minima Methods for Improving the Performance of GNNs;probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes;standing Still Is Not an Option: Alternative Baselines for Attainable Utility Preservation;Memorization of Named Entities in Fine-Tuned BERT Models;event and Entity Extraction from Generated Video Captions;fine-Tuning Language Models for Scientific Writing Support;efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition;domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition;human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning;the Tower of Babel in Explainable Artificial Intelligence (XAI);Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data;transformers are Short-Text Classifiers;reinforcement Learning with Temporal-Logic-Based Causal Diagrams;using Machine Learning to Generate a Dictionary for Environmental Issues.
the proceedings contain 17 papers. the special focus in this conference is on Internet of things as a Service. the topics include: Machine Learning and Deep Learning for Predicting Indoor and Outdoor Io...
ISBN:
(纸本)9783030959869
the proceedings contain 17 papers. the special focus in this conference is on Internet of things as a Service. the topics include: Machine Learning and Deep Learning for Predicting Indoor and Outdoor IoT Temperature Monitoring systems;a Novel Dual Prediction Scheme for Data Communication Reduction in IoT-Based Monitoring systems;ioT-Based Data Driven Prediction of Offshore Wind Power in a Short-Term Interval Span;Channel Estimation for Millimeter Wave MIMO System: A Sequential Analysis Approach;A Comprehensive Study on the Energy Efficiency of IoT from Four Angles: Clustering and Routing in WSNs, Smart Grid, Fog computing and MQTT & CoAP Application Protocols;reinforcement Learning Based Intelligent Management of Smart Community Grids;energy Inefficacy in IoT Networks: Causes, Solutions and Enabling Techniques;preface;SLA Negotiation and Renegotiation in Cloud SLA Management: Issue and Challenges;Introducing the BrewAI AutoML Tool;review-Based Recommender System for Hedonic and Utilitarian Products in IoT Framework;An Enhancement to Channel Access Mechanism for the IEEE 802.15.3C MillimeterWave (5G) Standard to Support Stringent QoS Requirements of IoT;challenges and Issues of the Internet of things: Factoring Elements from the Social, Political and Information systems;security Requirements in IoT Environments;IiCE: A Proposed System Based on IoTaaS to Study Administrative Efficiency in Primary Schools.
the proceedings contain 123 papers. the topics discussed include: automated machine learning based elderly fall detection classification;security concerns for 5G/6G mobile network technology and quantum communication;...
the proceedings contain 123 papers. the topics discussed include: automated machine learning based elderly fall detection classification;security concerns for 5G/6G mobile network technology and quantum communication;enhancement of the TSCH-Sim simulator to support manual scheduling and routing;multidimensional computer interconnection networks withthe virtual cut–through routing;cocoa companion: deep learning-based smartphone application for cocoa disease detection;a blockchain-based platform for data management and sharing;new and efficient lightweight cryptography algorithm for mobile and web applications;contextual information aware optimal communication in radio networks in considering the pervasive computing -a literature review;blockchain-based real-time information management in Remicon manufacturing process;shedding strategies for optimizing join processing in spatial data streams;live sentiment analysis using multiple machine learning and text processing algorithms;and designing a tool to address the depression of children during online education.
the proceedings contain 288 papers. the topics discussed include: a comprehensive analysis of machine learning algorithms in diagnosis of chronic kidney disease;augmented reality in education: what XR the Moroccan ass...
ISBN:
(纸本)9781665452625
the proceedings contain 288 papers. the topics discussed include: a comprehensive analysis of machine learning algorithms in diagnosis of chronic kidney disease;augmented reality in education: what XR the Moroccan association’s experts think;how does personality matter? investigating the effect of big-five personality traits on virtual reality acceptance behavior;music generation with bi-directional long short term memory neural networks;Indian crop yield prediction using LSTM deep learning networks;a block-chain based approach for food supply chain management;effects of electromagnetic waves on the low pass filter characteristics;malicious software detection and analyzation using the various machine learning algorithms;using the collision attack for breaking cryptographic modes;a survey on intrusion detection systems: types, datasets, machine learning methods for NIDS and challenges;optimum design of flapping wing flying robot by modified social group optimization;performance analysis of windowing algorithms during filtering of an additive white gaussian noisy EMG signal;and change detection of SAR images based on spatial and frequency domain network.
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