The proceedings contain 52 papers. The special focus in this conference is on Intelligent dataengineering and Automated learning. The topics include: Benchmarking data Augmentation Techniques for Tabular data;de...
ISBN:
(纸本)9783031217524
The proceedings contain 52 papers. The special focus in this conference is on Intelligent dataengineering and Automated learning. The topics include: Benchmarking data Augmentation Techniques for Tabular data;deep learning Based Predictive Analytics for Decentralized Content Caching in Hierarchical Edge Networks;explanations of Performance Differences in Segment Lining for Tunnel Boring machines;On Autonomous Drone Navigation Using Deep learning and an Intelligent Rainbow DQN Agent;an Intelligent Decision Support System for Road Freight Transport;endowing Intelligent Vehicles with the Ability to Learn User’s Habits and Preferences with machinelearning Methods;duplication Scheduling with Bottom-Up Top-Down Recursive Neural Network;towards a Low-Cost Companion Robot for Helping Elderly Well-Being;zero-Shot Knowledge Graph Completion for Recommendation System;synonym-Based Essay Generation and Augmentation for Robust Automatic Essay Scoring;the Covid-19 Influence on the Desire to Stay at Home: A Big data Architecture;distance-Based Delays in Echo State Networks;eduBot: A Proof-of-Concept for a High School Motivational Agent;A Simulation Model for Predicting the Spread of COVID-19 Virus;ICU Mortality Prediction Using Long Short-Term Memory Networks;intelligent learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers;how Image Retrieval and Matching Can Improve Object Localisation on Offshore Platforms;Ethereum Investment Based on LSTM and GRU Forecast;Generating a European Portuguese BERT Based Model Using Content from *** Archive;a Vision Transformer Enhanced with Patch Encoding for Malware Classification;characterizing Cardiovascular Risk Through Unsupervised and Interpretable Techniques;association Rules Mining for Reducing Items from Emotion Regulation Questionnaires;explainable Artificial Intelligence for Improved Modeling of Processes;efficient Sensor Selection for Individualized Prediction Based on Biosignals;understanding the Classes
The proceedings contain 157 papers. The special focus in this conference is on data Science, machinelearning and Applications. The topics include: Twitter Spam Review Detection Using Hybrid machinelearning Technique...
ISBN:
(纸本)9789811636899
The proceedings contain 157 papers. The special focus in this conference is on data Science, machinelearning and Applications. The topics include: Twitter Spam Review Detection Using Hybrid machinelearning Techniques;throughput Improvement in Energy Efficient Heterogeneous Wireless Sensor Network;predicting Expected Time of Arrival of Shipments Through Multiple Linear Regression;learning via Long Short-Term Memory (LSTM) Network for Predicting Strains in Railway Bridge Members Under Train Induced Vibration;smart Transportation Using Fog Computing;detection of learning Disability: A Survey;EEG Based Emotion Investigation from Various Brain Region Using Deep learning Algorithm;electric Motor Drive Using Single Input Fuzzy Logic Controller for Husk Extraction in Rice Mill Industry;states Categorization in India Based on Health Security Capacity with machinelearning Technique;CovidSORT: Detection of Novel COVID-19 in Chest X-ray Images by Leveraging Deep Transfer learning Models;a Real Time Radio Spectrum Measurement Campaign for machinelearning Based Spectrum Inference in Cognitive Radio Network;application of Disruptive Technologies in Intelligent Transportation System;deep learning Models for Rubik’s Cube with Entropy Modelling;performance Analysis of Software Enabled Accelerator Library for Intel Architecture;blind Descent: A Prequel to Gradient Descent;a Survey: Modelling Strategies for Predictive Maintenance;abstract and Image Analysis of High-Temperature Materials from Scientific Journals Using Deep learning and Rule-Based machinelearning Approaches;a Time Dependent Epidemiology Model for Hospital Resource Management in Usual Scenarios and Pandemic;Load Forecasting Using LSTM and Its Comparison with Other machinelearning Techniques and Their Implementation;application of machinelearning to Detect Neuroticism in Individuals Using Handwriting Analysis;preface.
The proceedings contain 38 papers. The topics discussed include: developing IT strategic transformation of smart village concept for Indonesian village model;social media analysis on aquaculture supplychain management...
ISBN:
(纸本)9781665463874
The proceedings contain 38 papers. The topics discussed include: developing IT strategic transformation of smart village concept for Indonesian village model;social media analysis on aquaculture supplychain management: a case study on freshwater lobsters;selection of the best color space for image steganography with the least significant bit method;defense-in-depth security strategy in Log4j vulnerability analysis;exploration of ECG-based real-time arrhythmia detection: a systematic literature review;prediction model of mortality with respiratory rate, oxygen saturation and heart rate using logistic regression;application of reverse engineering and simulation in the design of a pontoon drum for coconut shell combustion;optimization of Hijaiyah letter handwriting recognition model based on deep learning;and event-driven architecture to improve performance and scalability in microservices-based systems.
The proceedings contain 85 papers. The special focus in this conference is on machinelearning, Optimization, and data Science. The topics include: Utilizing Predictive Models to Identify the Influence of Full Prior D...
ISBN:
(纸本)9783030954666
The proceedings contain 85 papers. The special focus in this conference is on machinelearning, Optimization, and data Science. The topics include: Utilizing Predictive Models to Identify the Influence of Full Prior Distribution in Hypothesis Testing Problems;optimally Weighted Ensembles for Efficient Multi-objective Optimization;Anomaly Detection in Smart Grid Network Using FC-Based Blockchain Model and Linear SVM;unsupervised PulseNet: Automated Pruning of Convolutional Neural Networks by K-Means Clustering;a Noisy-Labels Approach to Detecting Uncompetitive Auctions;deep Autonomous Agents Comparison for Self-driving Cars;method for Generating Explainable Deep learning Models in the Context of Air Traffic Management;shufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models;a Framework for Imbalanced Time-Series Forecasting;training Convolutional Neural Networks with Competitive Hebbian learning Approaches;pH-RL: A Personalization Architecture to Bring Reinforcement learning to Health Practice;predicting Worst-Case Execution Times During Multi-criterial Function Inlining;Small Geodetic datasets and Deep Networks: Attention-Based Residual LSTM Autoencoder Stacking for Geodetic Time Series;Forecasting the IBEX-35 Stock Index Using Deep learning and News Emotions;action-Conditioned Frame Prediction Without Discriminator;inference and De-noising of Non-gaussian Particle Distribution Functions: A Generative Modeling Approach;convolutional Neural Network for Classification of Aerial Survey Images in the Recognition System;Can You Tell? SSNet - A Biologically-Inspired Neural Network Framework for Sentiment Classifiers;ODIN: Pluggable Meta-annotations and Metrics for the Diagnosis of Classification and Localization;predictable Features Elimination: An Unsupervised Approach to Feature Selection;towards Understanding Neuroscience of Realisation of Information Need in Light of Relevance and Satisfaction Judgement;Fast ABC with Joint Generati
The proceedings contain 85 papers. The special focus in this conference is on machinelearning, Optimization, and data Science. The topics include: Utilizing Predictive Models to Identify the Influence of Full Prior D...
ISBN:
(纸本)9783030954697
The proceedings contain 85 papers. The special focus in this conference is on machinelearning, Optimization, and data Science. The topics include: Utilizing Predictive Models to Identify the Influence of Full Prior Distribution in Hypothesis Testing Problems;optimally Weighted Ensembles for Efficient Multi-objective Optimization;Anomaly Detection in Smart Grid Network Using FC-Based Blockchain Model and Linear SVM;unsupervised PulseNet: Automated Pruning of Convolutional Neural Networks by K-Means Clustering;a Noisy-Labels Approach to Detecting Uncompetitive Auctions;deep Autonomous Agents Comparison for Self-driving Cars;method for Generating Explainable Deep learning Models in the Context of Air Traffic Management;shufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models;a Framework for Imbalanced Time-Series Forecasting;training Convolutional Neural Networks with Competitive Hebbian learning Approaches;pH-RL: A Personalization Architecture to Bring Reinforcement learning to Health Practice;predicting Worst-Case Execution Times During Multi-criterial Function Inlining;Small Geodetic datasets and Deep Networks: Attention-Based Residual LSTM Autoencoder Stacking for Geodetic Time Series;Forecasting the IBEX-35 Stock Index Using Deep learning and News Emotions;action-Conditioned Frame Prediction Without Discriminator;inference and De-noising of Non-gaussian Particle Distribution Functions: A Generative Modeling Approach;convolutional Neural Network for Classification of Aerial Survey Images in the Recognition System;Can You Tell? SSNet - A Biologically-Inspired Neural Network Framework for Sentiment Classifiers;ODIN: Pluggable Meta-annotations and Metrics for the Diagnosis of Classification and Localization;predictable Features Elimination: An Unsupervised Approach to Feature Selection;towards Understanding Neuroscience of Realisation of Information Need in Light of Relevance and Satisfaction Judgement;Fast ABC with Joint Generati
This article proposes a method for monitoring the mental health status of college students based on machinelearning models. By integrating multidimensional data such as psychological assessment questionnaires and dai...
详细信息
暂无评论