Artificial intelligence, data science, and automation are just a few of the fields where machinelearning has emerged as an influential force. The choice of programming language is crucial for the creation and impleme...
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The proceedings contain 34 papers. The topics discussed include: industrial internet service system architecture for the industrial chain collaboration;research on optimization of intelligent stock rack replenishment ...
ISBN:
(纸本)9798400709869
The proceedings contain 34 papers. The topics discussed include: industrial internet service system architecture for the industrial chain collaboration;research on optimization of intelligent stock rack replenishment path based on improved genetic algorithm;exploration of application of industrial Internet integration of circulation links based on identity resolution;research on steel belt elevator technology based on patentometric analysis;exploration and functional optimization of a multi-functional guidance cap;optimal scheduling for integrated energy system via model-based reinforcement learning;research on human posture recognition system using wireless signals based on deep neural networks;and privacy-preserving asynchronous vertically federated learning against batch level label inference attacks.
A machinelearning-based method for detecting hazards and recognizing defects in transmission lines is proposed in this study. This method preprocesses the image data of transmission lines and employs an improved conv...
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Decision trees are widely known models in Supervised machinelearning with efficient inference mechanisms and outstanding interpretability. In this article, we design the implementation of classical Inductive Decision...
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ISBN:
(纸本)9783031741821;9783031741838
Decision trees are widely known models in Supervised machinelearning with efficient inference mechanisms and outstanding interpretability. In this article, we design the implementation of classical Inductive Decision Trees under a quantum computing paradigm, and explore the advantages of Quantum Decision Trees designed in the presence of missing and uncertain data. Our findings extend to quantum ensembles analogous to Decision Forests as a Quantum machinelearning method to improve the interpretability of a type of variational quantum circuits. Our approach provides an improvement in efficiency in the case of probabilistic inference with respect to the classical counterpart, and a general methodology is designed to address multiple classification tasks with Quantum machinelearning tools, with a focus on the interpretability of quantum models. The theoretical results are supported by experimental simulations using different data sets and state-of-the-art examples.
Reinforcement learning (RL) as a key machinelearning method, has achieved notable success across various complex tasks. However, online RL often suffers from low sample efficiency, which limits its applicability in r...
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The goal of this paper is to explore the relationship between various factors like smoking habits and diabetes history and the likelihood of developing heart disease. Using the heart disease dataset from the UCI Machi...
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ISBN:
(纸本)9783031829307;9783031829314
The goal of this paper is to explore the relationship between various factors like smoking habits and diabetes history and the likelihood of developing heart disease. Using the heart disease dataset from the UCI machinelearning Repository, this paper applies predictive analysis through building different models and methods. By examining the relationships between different attributes and the presence of heart disease, this paper aims to build a model that can predict heart disease risk based on patient attributes. In this paper we built predictive models using logistic regression, decision trees, support vector machines, random forests, and gradient boosting algorithms. Our findings showed that the Random Forest model emerged as the best performing model with high accuracy and robustness.
India is a country whose primary sources of income are agriculture and farming. Varied soil in the nation enables farmers to grow a wide range of crops all year round. The agricultural industry has been the focus of i...
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The proceedings contain 49 papers. The special focus in this conference is on Frontiers of intelligentcomputing: Theory and Applications. The topics include: Nepali Word Spelling Correction Using Ensemble learning Te...
ISBN:
(纸本)9789819601387
The proceedings contain 49 papers. The special focus in this conference is on Frontiers of intelligentcomputing: Theory and Applications. The topics include: Nepali Word Spelling Correction Using Ensemble learning Technique;the Impact of Information Security Policies and Innovations in Digital Technology on the Transformation of Healthcare in Developing Nations: A Literature Review;integrating Multi-omics and Clinical Narratives for Predictive Modeling: Genomics, Transcriptomics, Proteomics, and Medical Texts in Disease Analysis;a Comprehensive Survey of Fake Review Detection Technology;a Hybrid intelligent Decision Support System for Automating Financial Credit Evaluation;Advancing Taxation in the New Era: Enhancing Tax Ratios with the Core Tax Administration System (CTAS);Enabling Grid Stability: Harnessing μPMU Data for Data-Driven Analysis of Grid Frequency Events;machinelearning Techniques to Detect Fake News on Social Media: A Systematic Review;cutting-Edge Technology-Based Social Enterprises in India for Sustainable, Inclusive Healthcare;enhancing Telugu Sarcasm Classification Models with Word Embeddings in Imbalanced Datasets;capital Punishment: Analyzing Trends in the United States (1976–2016);exploring the Technostress Issue Among Indonesian Young Entrepreneurs;Teaching Computer Science Using Cloud-Based IDE with Perspectives in Inclusivity;Comparison of Data Encryption Standard (DES) and Advanced Encryption Standard (AES) in Security Issues of Cloud computing: A Literature Review;enhancing Corporate and Factory Training Through Game Development: A Comparative Review;usability of intelligent System in Implementing Tutoring Lesson in Education: A Literature Review;performance Efficiency of Cloud computing—A Literature Review;decentralized Finance (DeFi) Wallets: A Review of its Efficiency, Usability, and Effectiveness;Social Networks on WEB 3.0.
The proceedings contain 49 papers. The special focus in this conference is on Frontiers of intelligentcomputing: Theory and Applications. The topics include: Nepali Word Spelling Correction Using Ensemble learning Te...
ISBN:
(纸本)9789819601462
The proceedings contain 49 papers. The special focus in this conference is on Frontiers of intelligentcomputing: Theory and Applications. The topics include: Nepali Word Spelling Correction Using Ensemble learning Technique;the Impact of Information Security Policies and Innovations in Digital Technology on the Transformation of Healthcare in Developing Nations: A Literature Review;integrating Multi-omics and Clinical Narratives for Predictive Modeling: Genomics, Transcriptomics, Proteomics, and Medical Texts in Disease Analysis;a Comprehensive Survey of Fake Review Detection Technology;a Hybrid intelligent Decision Support System for Automating Financial Credit Evaluation;Advancing Taxation in the New Era: Enhancing Tax Ratios with the Core Tax Administration System (CTAS);Enabling Grid Stability: Harnessing μPMU Data for Data-Driven Analysis of Grid Frequency Events;machinelearning Techniques to Detect Fake News on Social Media: A Systematic Review;cutting-Edge Technology-Based Social Enterprises in India for Sustainable, Inclusive Healthcare;enhancing Telugu Sarcasm Classification Models with Word Embeddings in Imbalanced Datasets;capital Punishment: Analyzing Trends in the United States (1976–2016);exploring the Technostress Issue Among Indonesian Young Entrepreneurs;Teaching Computer Science Using Cloud-Based IDE with Perspectives in Inclusivity;Comparison of Data Encryption Standard (DES) and Advanced Encryption Standard (AES) in Security Issues of Cloud computing: A Literature Review;enhancing Corporate and Factory Training Through Game Development: A Comparative Review;usability of intelligent System in Implementing Tutoring Lesson in Education: A Literature Review;performance Efficiency of Cloud computing—A Literature Review;decentralized Finance (DeFi) Wallets: A Review of its Efficiency, Usability, and Effectiveness;Social Networks on WEB 3.0.
The proceedings contain 49 papers. The special focus in this conference is on Frontiers of intelligentcomputing: Theory and Applications. The topics include: Nepali Word Spelling Correction Using Ensemble learning Te...
ISBN:
(纸本)9789819601424
The proceedings contain 49 papers. The special focus in this conference is on Frontiers of intelligentcomputing: Theory and Applications. The topics include: Nepali Word Spelling Correction Using Ensemble learning Technique;the Impact of Information Security Policies and Innovations in Digital Technology on the Transformation of Healthcare in Developing Nations: A Literature Review;integrating Multi-omics and Clinical Narratives for Predictive Modeling: Genomics, Transcriptomics, Proteomics, and Medical Texts in Disease Analysis;a Comprehensive Survey of Fake Review Detection Technology;a Hybrid intelligent Decision Support System for Automating Financial Credit Evaluation;Advancing Taxation in the New Era: Enhancing Tax Ratios with the Core Tax Administration System (CTAS);Enabling Grid Stability: Harnessing μPMU Data for Data-Driven Analysis of Grid Frequency Events;machinelearning Techniques to Detect Fake News on Social Media: A Systematic Review;cutting-Edge Technology-Based Social Enterprises in India for Sustainable, Inclusive Healthcare;enhancing Telugu Sarcasm Classification Models with Word Embeddings in Imbalanced Datasets;capital Punishment: Analyzing Trends in the United States (1976–2016);exploring the Technostress Issue Among Indonesian Young Entrepreneurs;Teaching Computer Science Using Cloud-Based IDE with Perspectives in Inclusivity;Comparison of Data Encryption Standard (DES) and Advanced Encryption Standard (AES) in Security Issues of Cloud computing: A Literature Review;enhancing Corporate and Factory Training Through Game Development: A Comparative Review;usability of intelligent System in Implementing Tutoring Lesson in Education: A Literature Review;performance Efficiency of Cloud computing—A Literature Review;decentralized Finance (DeFi) Wallets: A Review of its Efficiency, Usability, and Effectiveness;Social Networks on WEB 3.0.
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