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11th and 12th EAI international conference on Big Data Technologies and Applications, BDTA 2021 and BDTA 2022

11th and 12th EAI International Conference on Big Data Techn...

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11th and 12th EAI international conference on Big Data Technologies and Applications, BDTA 2021 and BDTA 2022

ISBN: (纸本)9783031336133

The proceedings contain 23 papers. The special focus in this conference is on Big Data Technologies and Applications. The topics include: Explore the Relationship Between Procedural Score Feedback and Subsequent Time Allocation and Learning Outcomes of Learners in a Massive Open Online Course (MOOC);doS Attacks Detection in the network of Drones: An Efficient Decision Tree-Based Model;detecting Fake News Spreaders on Twitter Through Follower networks;NODDLE: Node2vec Based Deep Learning Model for Link Prediction;hybrid Coral Reef Optimization Algorithm Employed Local Search Technique for Job Shop Scheduling Problems;efficient Human Activity Recognition Based on Grouped Representations of Multimodal Wearable Data;pose+Context: A Model for Recognizing Non-verbal Teaching Behavior of Normal College Student;Dropout Prediction in MOOC Combining Behavioral Sequence Characteristics;CVO: Curriculum Vitae Optimization by Recommending Keywords to Undergraduate Students;a Proposed Keyword-Based Feature Extraction Approach for Labeling and Classifying Egyptian Mobile Apps Arabic Slang User Requirements Reviews;big Data in Healthcare Institutions: An Architecture Proposal;analysis of Knowledge Map on Rural Culture Tourism in China;a Visual Analysis of E-Government Research in China Based on Co-word Clustering;research on Virtual Simulation Teaching Platform Based on Convergent Media;a Comparative Study for Anonymizing Datasets with Multiple Sensitive Attributes and Multiple Records;a Proposed Framework for Cloud Immunization Information System: Challenges and Opportunities;the Role of Block Chain technology in Reducing Corruption Within the Local Governance in Egypt;a Data Brokering Architecture to Guarantee Nonfunctional Requirements in IoT Applications;a Proposed Virtual Learning Model Based on Statistical Analysis of Educational Data of Egypt.

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11th EAI international conference on MOBILe Wireless MiddleWARE, Operating Systems and Applications, MOBILWARE 2022

11th EAI International Conference on MOBILe Wireless MiddleW...

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11th EAI international conference on MOBILe Wireless MiddleWARE, Operating Systems and Applications, MOBILWARE 2022

ISBN: (纸本)9783031344961

The proceedings contain 23 papers. The special focus in this conference is on MOBILe Wireless MiddleWARE, Operating Systems and Applications. The topics include: Design of Aerospace Cloud Computing Server Based on Docker Cluster;analysis and Simulation of High Orbit Weak Signal Tracking Algorithm;avionics System Architectures for Software-Defined Spacecraft;research and Application of Energy Efficiency Optimization Algorithm for Spacecraft Simulation Platform;SADA: SDN Architecture Based Secure Dynamic Access Scheme for Satellite network;Research on the Concept and Connotation of Space Proving Grounds (SPG);a Multi-agent Based Satellite Health Management System Architecture and Implementation Scheme;avionic System Architecture Design of the Manned Deep Space Exploration Spacecraft;research on Tianwen-1 Mars Probe Relay Communication technology;Deep Reinforcement Learning Based Congestion Control Mechanism for SDN and NDN in Satellite networks;Design and Practice of Communication System During EDL for Mars Probe;Study on EMC Influence of Zhu Rong Rover UHF Band Communication System;design and Implementation of Power Supply and Distribution System for Mars Landing Mission;research on Integrated Operation Design of Low Orbit Remote Sensing Satellite for Intelligent Application;intelligent Automated Penetration Testing Using Reinforcement Learning to Improve the Efficiency and Effectiveness of Penetration Testing;time Slot Correlation-Based Caching Strategy for Information-Centric Satellite networks;design and Implementation of a Pipeline-Based Data Scheduling Method for Spacecraft with Multiple Data Buses;Research on the Development of Intelligent Space System (ISS);features Extraction of Reconstruction Model Using in Augmented Reality System of Teleoperation Mobile Robots;research on Rapid 3D Reconstruction for Teleoperation in Manned Lunar Exploration Mission.

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Stock trend prediction based on multi-factor screening machine 24

Stock trend prediction based on multi-factor screening machi...

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5th international conference on computer Science and Management technology, ICCSMT 2024

作者： Hu, Ruijie Faculty of Science and Technology Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science BNU-HKBU United International College Zhuhai China

ISBN: (纸本)9798400709999

With the rapid development of financial markets, stock price prediction, as a highly complex and challenging topic, has attracted more and more attention from academia and industry. This study aims to use multiple machine learning algorithms to predict stock market prices, especially exploring the advantages of deep learning models in capturing market nonlinear and time series characteristics. In this article, a machine learning model is used for contribution analysis, analyzing multiple features of stocks, performing a weighted combination analysis of features, and then using a convolutional neural network to perform feature extraction and analysis of stocks, and combining the attention mechanism for deep feature extraction, and finally use the long short-term memory network (LSTM) model to output the model to analyze and predict future stock trends. The experimental results show that combining deep learning analysis technology and factor screening machine can significantly improve the prediction accuracy of the model. At the same time, this article also compared the performance of different models in different market environments, and concluded that in markets with higher volatility, models based on deep learning are more stable. Ultimately, this research provides a new technical means for risk management and investment decisions in financial markets. © 2024 Copyright held by the owner/author(s). Publication rights licensed to ACM.

关键词： Convolutional neural networks

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10th EAI international conference on Wireless Mobile Communication and Healthcare, MobiHealth 2021

10th EAI International Conference on Wireless Mobile Communi...

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10th EAI international conference on Wireless Mobile Communication and Healthcare, MobiHealth 2021

ISBN: (纸本)9783031063671

The proceedings contain 23 papers presendted at a virtual meeting. The special focus in this conference is on Wireless Mobile Communication and Healthcare. The topics include: Adaptive Distance Sensing in Contact Tracing Applications Through Indoor/Outdoor Detection;development and Validation of algorithms for Sleep Stage Classification and Sleep Apnea/Hypopnea Event Detection Using a Medical-Grade Wearable Physiological Monitoring System;design Approaches for Executable Clinical Pathways at the Point of Care in Limited Resource Settings to Support the Clinical Decision Process: Review of the State of the Art;effectiveness of a mHealth Coaching Program on Predictors of Work Absenteeism;eHealthCare - A Medication Monitoring Approach for the Elderly People;the Case for Symptom-Specific Neurological Digital Biomarkers;A Multi-classifier Fusion Approach for Capacitive ECG Signal Quality Assessment;a Pilot mHealth Project for Monitoring Vital Body Signals and Skin Conditions;automatic Subject Identification Using Scale-Based Ballistocardiogram Signals;security and Privacy Concerns for Healthcare Wearable Devices and Emerging Alternative Approaches;detection of Multiple Small Moving Targets Against Complex Ground Background;A Two-Stream Model Combining ResNet and Bi-LSTM networks for Non-contact Dynamic Electrocardiogram Signal Quality Assessment;CANet: Compact Attention network for Automatic Melanoma Segmentation;tell It Your Way: technology-Mediated Human-Human Multimodal Communication;A CNN-Based computer Vision Interface for Prosthetics’ Control;a Deep Learning-Based Dessert Recognition System for Automated Dietary Assessment;detection of Epilepsy Seizures Based on Deep Learning with Attention Mechanism;Edge-Computing System Based on Smart Mat for Sleep Posture Recognition in IoMT;retinal Vessel Segmentation Using Multi-scale Generative Adversarial network with Class Activation Mapping;Robust Intent Classification Using Bayesian LSTM for Clinical Conversational Agents

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Research on the Product Recommendation Algorithm Based on Pyspark and Jupyter Notebook 2

Research on the Product Recommendation Algorithm Based on Py...

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2nd international conference on Green Communication, network, and Internet of Things, CNIoT 2022

作者： Lu, Yixian Wu, Haoming Che, Hao Faculty of Science Computer Science University of Alberta EdmontonAB Canada School of Physical Science and Technology Electronic Information Science and Technology Southwest Jiaotong University Sichuan Chengdu China International Education College Computer Science and Technology Henan University Henan Kaifeng475000 China

ISBN: (纸本)9781510662940

Due to the problems caused by the development of the Internet such as information redundancy and junk information overflow, it is crucial that e-commercial companies utilize recommendation algorithms to personalize their online shopping system for every user in order to promote sales. After discussing the pros and cons of demographic filtering, content-based filtering and collaborative filtering, the authors mainly focused on collaborative filtering. This article elaborated on how to design the collaborative filtering algorithm and improve its efficiency. Compared to other recommendation algorithms, collaborative filtering can help customers discover potential interests. Moreover, the system only needs feedback matrixes to train the matrix decomposition model and requires no additional relevant features. One major defect of collaborative filtering is called cold start, which means if a new item is added during training, the system cannot create embedding and make a prediction for it. The technology called WALS projection can solve this problem to some degree. © 2023 SPIE.

关键词： Collaborative filtering

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3rd international conference on computer Science, Electrical and Electronic Engineering, ICCEE 2021

3rd International Conference on Computer Science, Electrical...

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3rd international conference on computer Science, Electrical and Electronic Engineering, ICCEE 2021

ISBN: (纸本)9789811697807

The proceedings contain 15 papers. The special focus in this conference is on computer Science, Electrical and Electronic Engineering. The topics include: Velocity-Based Control of Piston Trajectory in a Free-Piston Linear Electric Generator by Load Current Modulation;GBI-Based Wireless Home Automation System Using IoT;embedded Machine Learning on a Programmable Neuromorphic Platform;investigation on Two Dimensional Photonic Crystal Based All Optical Logic Gates;miniaturized Multiband Metamaterial Antenna for 5G Applications;model-Based Testing of Access Control Requirement in Multi-tenant Application: An Extensive Life Cycle;survivable Biconnected Topology for Yemen’s Optical network;a Study on Electric Field Distribution in Polymeric Insulator Using Finite Element Method;Modelling and Simulation of Building-Integrated Photovoltaics (BIPV) Installations in Swinburne University;ant Colony Optimization algorithms for Routing in Wireless Sensor networks: A Review;Analyzing the Effects of Corona Ring Material and Dimensions on the Electric Field Distribution of 132 kV Glass Insulator String Using 2-D FEM;Ultra-Compact All-Optical NAND Logic Gates Based on 4 × 4 MMI Coupler Using Silicon Hybrid Plasmonic Waveguides;Microstrip Patch Antenna Arrays Design for 5G Wireless Backhaul Application at 3.5 GHz.

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16th international conference on Algorithmic Aspects in Information and Management, AAIM 2022

16th International Conference on Algorithmic Aspects in Info...

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16th international conference on Algorithmic Aspects in Information and Management, AAIM 2022

ISBN: (纸本)9783031160806

The proceedings contain 41 papers. The special focus in this conference is on Algorithmic Aspects in Information and Management. The topics include: Constrained Stochastic Submodular Maximization with State-Dependent Costs;bicriteria algorithms for Maximizing the Difference Between Submodular Function and Linear Function Under Noise;monotone k-Submodular Knapsack Maximization: An Analysis of the Greedy+Singleton Algorithm;guarantees for Maximization of k-Submodular Functions with a Knapsack and a Matroid Constraint;defense of Scapegoating Attack in network Tomography;adaptive Competition-Based Diversified-Profit Maximization with Online Seed Allocation;collaborative Service Caching in Mobile Edge Nodes;a Decentralized Auction Framework with Privacy Protection in Mobile Crowdsourcing;profit Maximization for Multiple Products in Community-Based Social networks;an Approximation Algorithm for the Clustered Path Travelling Salesman Problem;MCM: A Robust Map Matching Method by Tracking Multiple Road Candidates;Pilot Pattern Design with Branch and Bound in PSA-OFDM System;AoI Minimizing of Wireless Rechargeable Sensor network Based on Trajectory Optimization of Laser-Charged UAV;energy-Constrained Geometric Coverage Problem;Incremental SDN Deployment to Achieve Load Balance in ISP networks;polynomial Time Algorithm for k-vertex-edge Dominating Problem in Interval Graphs;cyclically Orderable Generalized Petersen Graphs;the r-Dynamic Chromatic Number of Planar Graphs Without Special Short Cycles;distance Magic Labeling of the Halved Folded n-Cube;balanced Graph Partitioning Based on Mixed 0-1 Linear Programming and Iteration Vertex Relocation Algorithm;Improved Approximation Algorithm for the Asymmetric Prize-Collecting TSP;partial Inverse Min-Max Spanning Tree Problem Under the Weighted Bottleneck Hamming Distance;mixed Metric Dimension of Some Plane Graphs;on the Transversal Number of k-Uniform Connected Hypergraphs;an Improvement of the Bound on the Odd Chromatic Number o

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1st international conference on Advancements in Interdisciplinary Research, AIR 2022

1st International Conference on Advancements in Interdiscipl...

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1st international conference on Advancements in Interdisciplinary Research, AIR 2022

ISBN: (纸本)9783031237232

The proceedings contain 49 papers. The special focus in this conference is on Advancements in Interdisciplinary Research. The topics include: Comparison of Routing Protocols with Performance Parameters in MANET Using NS3;Light Weighted Model Based on Convolutional Neural network for Detection of COVID-19 Using Chest X-Ray Images;Forecasting COVID-19 Cases Using n-SARS-CoV-2 Variants;COVID-19 Vaccines Analysis to Predict Its Impact Across the World;lung Cancer Detection Using Ensemble Learning;detection of Pneumothorax from Chest X-Ray Data Using Machine Learning: A Comprehensive Survey;Analyzing Patient Reviews for Recommending Treatment Using NLP and Deep Learning-Based Approaches;ioT Based Low-Cost Pulse Oximeter for Remote Health Monitoring;development of Homogenous Cross-Project Defect Prediction Model Using Artificial Neural network;Secure Data Hiding and Extraction Using RSA Algorithm;detection of Offensive Comments for Textual Data Using Machine Learning;analyzing Various Handwriting Recognition Phenomenon for Predicting Gender, Age and Handedness;indoor Human Fall Detection Using Deep Learning;colour Detection for Interior Designs Using Machine Learning;A Review on Estimation of Workload from Electroencephalogram (EEG) Using Machine Learning;a Comprehensive Review on Image Captioning Using Deep Learning;classical Models vs Deep Leaning: Time Series Analysis;probabilistic Evaluation of Distinct Machine Learning algorithms;empirical Analysis of Humor Detection Using Deep Learning and Machine Learning on Kaggle Corpus;rumour Stance Classification on Textual Social Media Content Using Machine Learning;Token Bases Valid and Secure Payment System Using SHA-256;Theft Detection: An Optimized Approach Using cGAN and YOLO;a Parser Based Apparel Transformation to Aid in Cloth Virtual Try-On;challenges in Scene Understanding for Autonomous Systems.

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18th international conference on Intelligent Computing, ICIC 2022

18th International Conference on Intelligent Computing, ICIC...

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18th international conference on Intelligent Computing, ICIC 2022

ISBN: (纸本)9783031138287

The proceedings contain 209 papers. The special focus in this conference is on Intelligent Computing. The topics include: Yak Management Platform Based on Neural network and Path Tracking;stability Analysis of Hopfield Neural networks with Conformable Fractional Derivative: M-matrix Method;Artificial Neural networks for COVID-19 Forecasting in Mexico: An Empirical Study;multi-view Robustness-Enhanced Weakly Supervised Semantic Segmentation;rolling Bearing Fault Diagnosis Based on Graph Convolution Neural network;research on Bearing Fault Feature Extraction Based on Graph Wavelet;correntrogram: A Robust Method for Optimal Frequency Band Selection to Bearing Fault Detection;Semidefinite Relaxation Algorithm for Source Localization Using Multiple Groups of TDOA Measurements with Distance Constraints;multi-party Evolution Stability Analysis of Electric Vehicles- Microgrid Interaction Mechanism;quasi Fourier Descriptor for Affine Invariant Features;A New PM2.5 Concentration Predication Study Based on CNN-LSTM Parallel Integration;deep Discriminant Non-negative Matrix Factorization Method for Image Clustering;a Feature Extraction Algorithm for Enhancing Graphical Local Adaptive Threshold;person Re-identification Based on Transform Algorithm;modified Lightweight U-Net with Attention Mechanism for Weld Defect Detection;handwritten Chemical Equations Recognition Based on Lightweight networks;illumination Invariant Face Recognition Using Directional Gradient Maps;news Video Description Based on Template Generation and Entity Insertion;Local Feature for Visible-Thermal PReID Based on Transformer;an Efficient Multi-objective Evolutionary Algorithm for a Practical Dynamic Pickup and Delivery Problem;A Hardware Implementation Method of Radar Video Scanning Transformation Based on Dual FPGA;an Image Binarization Segmentation Method Combining Global and Local Threshold for Uneven Illumination Image;optimization of Vessel Segmentation Using Genetic algorithms;preface.

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18th international conference on Intelligent Computing, ICIC 2022

18th International Conference on Intelligent Computing, ICIC...

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18th international conference on Intelligent Computing, ICIC 2022

ISBN: (纸本)9783031138690

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