The proceedings contain 150 papers. The topics discussed include: support vector machines principles and actually example;continuous optimization of business environment for power grid timing control;assessment of new...
The proceedings contain 150 papers. The topics discussed include: support vector machines principles and actually example;continuous optimization of business environment for power grid timing control;assessment of new energy consumption capacity of grid based on edge computing;evaluation and power grid investment efficiency under high quality development;design of real-time measurement and intelligent path selection system for network quality under big data;enterprise level data warehouse system based on hive in big data environment;research on performance prediction method based on gaussian process regression;design of information management system based on random leapfrog band selection algorithm;simulation and optimization system of automated e-commerce logistics warehouse allocation network based on intelligent algorithm;and intelligent analysis method of e-commerce data based on multiple machinelearning algorithms.
The proceedings contain 13 papers. The special focus in this conference is on Multimodal learning for Clinical Decision Support. The topics include: Towards Automated Diagnosis with Attentive Multi-modal learning Usin...
ISBN:
(纸本)9783030609450
The proceedings contain 13 papers. The special focus in this conference is on Multimodal learning for Clinical Decision Support. The topics include: Towards Automated Diagnosis with Attentive Multi-modal learning Using Electronic Health Records and Chest X-Rays;LUCAS: LUng CAncer Screening with Multimodal Biomarkers;automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound;Prediction of Type II Diabetes Onset with Computed Tomography and Electronic Medical Records;a Radiomics-Based machinelearning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography;image-Based Subthalamic Nucleus Segmentation for Deep Brain Surgery with Electrophysiology Aided Refinement;3D Slicer Craniomaxillofacial Modules Support Patient-Specific Decision-Making for Personalized Healthcare in Dental Research;learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision;single-Shot Deep Volumetric Regression for Mobile Medical Augmented Reality;A Baseline Approach for AutoImplant: The MICCAI 2020 Cranial Implant Design Challenge;adversarial Prediction of Radiotherapy Treatment machine Parameters.
The proceedings contain 97 papers. The topics discussed include: affective computing for emotion identification using dual-stage filtered multi-channel EEG signals;investigation of the direct source to drain tunneling...
ISBN:
(纸本)9798350310719
The proceedings contain 97 papers. The topics discussed include: affective computing for emotion identification using dual-stage filtered multi-channel EEG signals;investigation of the direct source to drain tunneling in 5 nm nanotube junctionless field effect transistor;analysis and implementation of approximate 4-2 compressors for approximate multipliers;commercial clustering of Indian bamboo species using machinelearning techniques;optimizing MRC tasks: understanding and resolving ambiguities;analyzing word stress and its effects on Assamese and Mizo using machinelearning;anomaly detection by predicting future frames using convolutional LSTM in video surveillance;and suppression of false-terms in Wigner-Ville distribution using time and frequency windowing.
The proceedings contain 91 papers. The topics discussed include: a cross-time zone transfer consumption model for base station computing tasks based on photovoltaic prediction;numerical embedding of categorical featur...
ISBN:
(纸本)9798350303780
The proceedings contain 91 papers. The topics discussed include: a cross-time zone transfer consumption model for base station computing tasks based on photovoltaic prediction;numerical embedding of categorical features in tabular data: a survey;SAPD: self-attention progressive seismic data denoising;heart rate measurement in low-light conditions and human natural sleeping positions based on video;on reinforcement learning in stabilizability of probabilistic Boolean control networks;anomaly detection in dynamic graphs via long short-term temporal attention network;prediction of laser drilling qualities for optical grade PMMA using artificial neural network;and samples on thin ice: re-evaluating adversarial pruning of neural networks.
The proceedings contain 30 papers. The special focus in this conference is on Recent Trends in Advanced computing - Computer Vision and machine Intelligence Paradigms for Sustainable Development Goals. The topics incl...
ISBN:
(纸本)9789811971686
The proceedings contain 30 papers. The special focus in this conference is on Recent Trends in Advanced computing - Computer Vision and machine Intelligence Paradigms for Sustainable Development Goals. The topics include: Advanced Algorithmic Techniques for Topic Prediction and Recommendation—An Analysis;Implementation of an Automatic EEG Feature Extraction with Gated Recurrent Neural Network for Emotion Recognition;high Performance Classifier for Brain Tumor Detection Using Capsule Neural Network;Mining Suitable Symptoms to Identify Disease Using Apriori and NBC;background Features-Based Novel Visual Ego-Motion Estimation;livspecs: Design and Implementation of Smart Specs for Hearing and Visually Challenged Persons;Self-balancing Robot Using Arduino and PID Controller;a Survey Based on Online Voting System Using Blockchain Technology;convergence Perceptual Model for computing Time Series Data on Fog Environment;survey on Collaborative Filtering Technique for Recommender System Using Deep learning;a Survey on Power Consumption Indicator Using machinelearning-Based Approach;a Novel Hand Gesture Recognition for Aphonic People Using Convolutional Neural Network;comprehensive Analysis of Defect Detection Through Image Processing and machinelearning for Photovoltaic Panels;covid Analysis Prediction Using Densenet Method in Deep learning;Feature Extraction Based on GLCM and GLRM Methods on COVID-19 Dataset;memory Augmented Distributed Monte Carlo Tree Search Algorithm-Based Content Popularity Aware Content Recommendation Using Content Centric Networks;Enhancing Protection Against Scalper Bots with ML;An Enhanced Optimized Abstractive Text Summarization Traditional Approach Employing Multi-layered Attentional Stacked LSTM with the Attention RNN;implementation of machinelearning Methods on Data to Analyze Emotional Health;SMS Spam Classification Using PSO-C4.5.
The proceedings contain 197 papers. The topics discussed include: design and practice of university education big data application support system;research on high-quality patent evaluation methods based on machine lea...
ISBN:
(纸本)9781510664814
The proceedings contain 197 papers. The topics discussed include: design and practice of university education big data application support system;research on high-quality patent evaluation methods based on machinelearning;research on key technologies of atmospheric carbon emission monitoring and early warning based on big data and spectral measurement;a transfer learning framework based on adaptive spatial spectral relational networks for hyperspectral image classification;research on abnormal network traffic detection method based on machinelearning;research on anti-noise performance of data driven double frequency-hopping OFDM information transmission method;adaptive federated learning aggregation strategies based on mobile edge computing;a review of remote sensing image road extraction research based on deep learning;research on image classification mechanism based on self-supervised learning;and pool fire rendering method based on improved particle system with collision detection algorithm.
The proceedings contain 44 papers. The special focus in this conference is on machinelearning and Big Data Analytics. The topics include: Bilingual Documents Text Lines Extraction Using Conditional GANs;Performance C...
ISBN:
(纸本)9783031151743
The proceedings contain 44 papers. The special focus in this conference is on machinelearning 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 machinelearning Algorithms for Detection of Cyberbullying on Social Networks;sentiment Analysis of Political Tweets for Israel Using machinelearning;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 machinelearning;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 machinelearning to Detect Botnets in Network Traffic.
The proceedings contain 75 papers. The special focus in this conference is on Intelligent Systems and machinelearning. The topics include: Mining Ancient Medicine Texts Towards an Ontology of Remedies – A Semi-autom...
ISBN:
(纸本)9783031350771
The proceedings contain 75 papers. The special focus in this conference is on Intelligent Systems and machinelearning. The topics include: Mining Ancient Medicine Texts Towards an Ontology of Remedies – A Semi-automatic Approach;a Novel Oversampling Technique for Imbalanced Credit Scoring Datasets;a Blockchain Enabled Medical Tourism Ecosystem;Measuring the Impact of Oil Revenues on Government Debt in Selected Countries by Using ARDL Model;diagnosis of Plant Diseases by Image Processing Model for Sustainable Solutions;face Mask Detection: An Application of Artificial Intelligence;a Critical Review of Faults in Cloud computing: Types, Detection, and Mitigation Schemes;video Content Analysis Using Deep learning Methods;prediction of Cochlear Disorders Using Face Tilt Estimation and Audiology Data;F2PMSMD: Design of a Fusion Model to Identify Fake Profiles from Multimodal Social Media Datasets;quantum Data Management and Quantum machinelearning for Data Management: State-of-the-Art and Open Challenges;multivariate Analysis and Comparison of machinelearning Algorithms: A Case Study of Cereals of America;competitive Programming Vestige Using machinelearning;machinelearning Techniques for Aspect Analysis of Employee Attrition;AI-Enabled Automation Solution for Utilization Management in Healthcare Insurance;Real-Time Identification of Medical Equipment Using Deep CNN and Computer Vision;design of a Intelligent Crutch Tool for Elders;an Approach to New Technical Solutions in Resource Allocation Based on Artificial Intelligence;gesture Controlled Power Window Using Deep learning;novel Deep learning Techniques to Design the Model and Predict Facial Expression, Gender, and Age Recognition;a Novel Model to Predict the Whack of Pandemics on the international Rankings of Academia.
The proceedings contain 75 papers. The special focus in this conference is on Intelligent Systems and machinelearning. The topics include: Mining Ancient Medicine Texts Towards an Ontology of Remedies – A Semi-autom...
ISBN:
(纸本)9783031350801
The proceedings contain 75 papers. The special focus in this conference is on Intelligent Systems and machinelearning. The topics include: Mining Ancient Medicine Texts Towards an Ontology of Remedies – A Semi-automatic Approach;a Novel Oversampling Technique for Imbalanced Credit Scoring Datasets;a Blockchain Enabled Medical Tourism Ecosystem;Measuring the Impact of Oil Revenues on Government Debt in Selected Countries by Using ARDL Model;diagnosis of Plant Diseases by Image Processing Model for Sustainable Solutions;face Mask Detection: An Application of Artificial Intelligence;a Critical Review of Faults in Cloud computing: Types, Detection, and Mitigation Schemes;video Content Analysis Using Deep learning Methods;prediction of Cochlear Disorders Using Face Tilt Estimation and Audiology Data;F2PMSMD: Design of a Fusion Model to Identify Fake Profiles from Multimodal Social Media Datasets;quantum Data Management and Quantum machinelearning for Data Management: State-of-the-Art and Open Challenges;multivariate Analysis and Comparison of machinelearning Algorithms: A Case Study of Cereals of America;competitive Programming Vestige Using machinelearning;machinelearning Techniques for Aspect Analysis of Employee Attrition;AI-Enabled Automation Solution for Utilization Management in Healthcare Insurance;Real-Time Identification of Medical Equipment Using Deep CNN and Computer Vision;design of a Intelligent Crutch Tool for Elders;an Approach to New Technical Solutions in Resource Allocation Based on Artificial Intelligence;gesture Controlled Power Window Using Deep learning;novel Deep learning Techniques to Design the Model and Predict Facial Expression, Gender, and Age Recognition;a Novel Model to Predict the Whack of Pandemics on the international Rankings of Academia.
The proceedings contain 93 papers. The topics discussed include: virtual human talking-head generation;hierarchical Monte Carlo tree search for latent skill planning;adaptive model fusion algorithm for decision trees ...
ISBN:
(纸本)9781450399449
The proceedings contain 93 papers. The topics discussed include: virtual human talking-head generation;hierarchical Monte Carlo tree search for latent skill planning;adaptive model fusion algorithm for decision trees and association rules;speech image data mining algorithm based on multimodal decision fusion;customer service hot event discovery based on dynamic dialogue embedding;heart sound classification algorithm based on sub-band statistics and time-frequency fusion features;garment metaverse: parametric digital human and dynamic scene try-on;multi-dimensional analysis of urban shrinkage problem in Liaoning Province based on multi-index system, grey correlation analysis and bp neural network with particle swarm optimization;deep reinforcement learning with copy-oriented context awareness and weighted rewards for abstractive summarization;an autoencoder-based fast online clustering algorithm for evolving data stream;and construction of scene library system for commercial vehicle products based on multidimensional terminal.
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