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Machine learning, image processing, network security and data sciences = 5th International Conference, MIND 2023, Hamirpur, India, December 21-22, 2023 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Machine learning, image processing, network security and data sciences/ edited by Naveen Chauhan ... [et al.].
其他題名:	5th International Conference, MIND 2023, Hamirpur, India, December 21-22, 2023 : revised selected papers /
其他題名:	MIND 2023
其他作者:	Chauhan, Naveen.
團體作者:	MIND (Conference : Machine Learning, Image Processing, Network Security and Data Sciences)
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xv, 364 p. :ill. (some col.), digital ;24 cm.
內容註:	Machine Learning. -- SynText - Data Augmentation Algorithm in NLP to improve performance of Emotion Classifiers. -- Internet of Medical Things: Empowering Mobility and Health Monitoring with a Smart Walking Stick. -- MRI Based Spatio-Temporal Model for Alzheimer's Disease Prediction. -- Comparative Analysis of Economy-based Multivariate Oil Price Prediction using LSTM. -- Deep Learning based EV's Charging Network Management. -- A Machine Learning Model for Crop Yield Prediction Using Fertilizers Consumption and Land Area. -- Detection and Classification of Waste Materials using Deep Learning Techniques. -- A Comparative Analysis of ML Based Approaches for Identifying AQI Level. -- Marker based Augmented Reality Application in Education domain. -- Hate Speech Detection Using Machine Learning and Deep Learning Techniques. -- Phishing Detection Using 1D-CNN and FF-CNN Models Based on URL of the Website. -- Diabetes Prediction using machine learning classifiers. -- A Deep Learning Method for Obfuscated Android Malware Detection. -- Code-mixed language understanding using BiLSTM-BERT multi-attention fusion mechanism. -- The Potential of 1D-CNN for EEG Mental Attention State Detection. -- Potato Leaf Disease Classification Using Deep Learning Model. -- Breast Cancer Detection: An Evaluation of Machine Learning, Ensemble Learning, and Deep Learning Algorithms. -- Advancements in Facial Expression Recognition: A Comprehensive Analysis of Techniques. -- Image Processing. -- Sparse Representation with Residual Learning Model for Medical Image Classification. -- COVID-19 Detection from Chest X-ray Images using GBM with Comparative Analysis. -- Violence Detection in Indoor Domestic Environment using Multimodal Information. -- Real-time Hand Gesture Recognition for American Sign Language using CNN, Mediapipe and Convexity approach. -- Compressors using modified sorting and parallel counting. -- Speed-invariant Gait Recognition using Correlation Factor Lists for Classroom Attendance Systems. -- Network Security. -- A Novel Unsupervised Learning Approach for False Data Injection Attack Detection in Smart Grid. -- A Review of Authentication Schemes in Internet of Things. -- A Multi-Stage Encryption Technique Using Asymmetric and Various Symmetric Ciphers. -- Data Sciences. -- Bridging the Gap: Condensing Knowledge Graphs for Metaphor Processing by Visualizing Relationships in Figurative and Literal Expressions. -- Effectiveness of Influencer Marketing on Gen Z Consumer.
Contained By:	Springer Nature eBook
標題:	Machine learning - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-62217-5
ISBN:	9783031622175

Machine learning, image processing, network security and data sciences = 5th International Conference, MIND 2023, Hamirpur, India, December 21-22, 2023 : revised selected papers /
Machine learning, image processing, network security and data sciences5th International Conference, MIND 2023, Hamirpur, India, December 21-22, 2023 : revised selected papers /[electronic resource] :MIND 2023edited by Naveen Chauhan ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xv, 364 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,21281865-0937 ;. - Communications in computer and information science ;2128..

Machine Learning. -- SynText - Data Augmentation Algorithm in NLP to improve performance of Emotion Classifiers. -- Internet of Medical Things: Empowering Mobility and Health Monitoring with a Smart Walking Stick. -- MRI Based Spatio-Temporal Model for Alzheimer's Disease Prediction. -- Comparative Analysis of Economy-based Multivariate Oil Price Prediction using LSTM. -- Deep Learning based EV's Charging Network Management. -- A Machine Learning Model for Crop Yield Prediction Using Fertilizers Consumption and Land Area. -- Detection and Classification of Waste Materials using Deep Learning Techniques. -- A Comparative Analysis of ML Based Approaches for Identifying AQI Level. -- Marker based Augmented Reality Application in Education domain. -- Hate Speech Detection Using Machine Learning and Deep Learning Techniques. -- Phishing Detection Using 1D-CNN and FF-CNN Models Based on URL of the Website. -- Diabetes Prediction using machine learning classifiers. -- A Deep Learning Method for Obfuscated Android Malware Detection. -- Code-mixed language understanding using BiLSTM-BERT multi-attention fusion mechanism. -- The Potential of 1D-CNN for EEG Mental Attention State Detection. -- Potato Leaf Disease Classification Using Deep Learning Model. -- Breast Cancer Detection: An Evaluation of Machine Learning, Ensemble Learning, and Deep Learning Algorithms. -- Advancements in Facial Expression Recognition: A Comprehensive Analysis of Techniques. -- Image Processing. -- Sparse Representation with Residual Learning Model for Medical Image Classification. -- COVID-19 Detection from Chest X-ray Images using GBM with Comparative Analysis. -- Violence Detection in Indoor Domestic Environment using Multimodal Information. -- Real-time Hand Gesture Recognition for American Sign Language using CNN, Mediapipe and Convexity approach. -- Compressors using modified sorting and parallel counting. -- Speed-invariant Gait Recognition using Correlation Factor Lists for Classroom Attendance Systems. -- Network Security. -- A Novel Unsupervised Learning Approach for False Data Injection Attack Detection in Smart Grid. -- A Review of Authentication Schemes in Internet of Things. -- A Multi-Stage Encryption Technique Using Asymmetric and Various Symmetric Ciphers. -- Data Sciences. -- Bridging the Gap: Condensing Knowledge Graphs for Metaphor Processing by Visualizing Relationships in Figurative and Literal Expressions. -- Effectiveness of Influencer Marketing on Gen Z Consumer.

This book constitutes the refereed proceedings of the 5th International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND 2023, held in Hamirpur, India, during December 21-22, 2023. The 29 full papers included in this book were carefully reviewed and selected from 173 submissions. They were organized in topical sections as follows: Machine Learning; Image Processing; Network Security; and Data Sciences.

ISBN: 9783031622175

Standard No.: 10.1007/978-3-031-62217-5doiSubjects--Topical Terms:

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Machine learning, image processing, network security and data sciences = 5th International Conference, MIND 2023, Hamirpur, India, December 21-22, 2023 : revised selected papers /
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