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Advances in data and information sci...

International Conference on Data and Information Sciences (2024 :)

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Advances in data and information sciences = proceedings of ICDIS 2024.. Volume 1 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in data and information sciences/ edited by Shailesh Tiwari ... [et al.].
其他題名:	proceedings of ICDIS 2024.
其他作者:	Tiwari, Shailesh.
團體作者:	International Conference on Data and Information Sciences
出版者:	Singapore :Springer Nature Singapore : : 2024.,
面頁冊數:	xviii, 439 p. :ill., digital ;24 cm.
內容註:	Emotion Classification of Mixed-Source Hindi Language Text Using Deep Learning -- Emotion Classification of Mixed-Source Hindi Language Text Using Deep Learning -- Heart Disease Prediction Using Machine Learning Algorithms -- Cyber Security Threats Prediction for Credit Card transactions Using Machine Learning Algorithms -- Interpreting Personality Traits in Social Media Images through Visual Question Answering -- A Framework for Speech based Emotion Recognition using Neural Networks -- Real-Time Indoor Workout Analysis Using Computer Vision and Mediapipe -- Automated Image Caption Generator for Visually Impaired using VGG16 and LSTM -- WOAFS: Feature Selection using Whale Optimization Algorithm for Software Fault Prediction -- Time Series Forecasting for Stock Price Movement: Leveraging NLP for Stock Market Prediction -- Optimizing Hyper-Parameters for Sanskrit to English Neural Machine Translation with LSTM and GRU Models -- Advancements in Image-Guided Surgical Procedures: Enhancing X-Ray Images, Cross Marker Classification, and C-Arm Rotation Detection -- Deep Learning Based CNN Model for Classification and Prediction of Leaf Diseases -- Humidity Data Acquisition and Regulation for Optimal Environmental Condition -- AI assisted smart agriculture technique for predicting crop nutrients -- Traffic Sign Recognition and Classification with Convolution Neural Network (CNN) and OpenCV -- User Segmentation with RFM Analysis and K-Means Clustering for Play Store Database via Machine Learning -- Onion Price Prediction Assisted by Exploratory Data Analysis Employing ARIMA Technique for Varanasi -- Revolutionizing Indian Elections: Introducing Blockchain to Ballot Based Voting -- AI Mapping for Rapid Disaster Assessment -- AI Effect On Modern Healthcare System -- Predicting Chronic Kidney Disease Stages Through Ensemble Machine Learning Techniques -- Medical Image Classification: Binary Classification of X-ray Images to Classify Fractures in Bones -- Semantic Parsing of Data Practice Statements in Privacy Policies Using BERT Models -- Research on Security Tests Methods for IoT Devices -- Method of probabilistic identification of Images in solving problems of applied Photogrammetry -- Using Patterns for Autonomous Mobile Robot Control Tasks.
Contained By:	Springer Nature eBook
標題:	Computer science - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-97-7360-2
ISBN:	9789819773602

Advances in data and information sciences = proceedings of ICDIS 2024.. Volume 1 /
Advances in data and information sciencesproceedings of ICDIS 2024.Volume 1 /[electronic resource] :edited by Shailesh Tiwari ... [et al.]. - Singapore :Springer Nature Singapore :2024. - xviii, 439 p. :ill., digital ;24 cm. - Lecture notes in networks and systems,v. 11272367-3389 ;. - Lecture notes in networks and systems ;v. 1127..

Emotion Classification of Mixed-Source Hindi Language Text Using Deep Learning -- Emotion Classification of Mixed-Source Hindi Language Text Using Deep Learning -- Heart Disease Prediction Using Machine Learning Algorithms -- Cyber Security Threats Prediction for Credit Card transactions Using Machine Learning Algorithms -- Interpreting Personality Traits in Social Media Images through Visual Question Answering -- A Framework for Speech based Emotion Recognition using Neural Networks -- Real-Time Indoor Workout Analysis Using Computer Vision and Mediapipe -- Automated Image Caption Generator for Visually Impaired using VGG16 and LSTM -- WOAFS: Feature Selection using Whale Optimization Algorithm for Software Fault Prediction -- Time Series Forecasting for Stock Price Movement: Leveraging NLP for Stock Market Prediction -- Optimizing Hyper-Parameters for Sanskrit to English Neural Machine Translation with LSTM and GRU Models -- Advancements in Image-Guided Surgical Procedures: Enhancing X-Ray Images, Cross Marker Classification, and C-Arm Rotation Detection -- Deep Learning Based CNN Model for Classification and Prediction of Leaf Diseases -- Humidity Data Acquisition and Regulation for Optimal Environmental Condition -- AI assisted smart agriculture technique for predicting crop nutrients -- Traffic Sign Recognition and Classification with Convolution Neural Network (CNN) and OpenCV -- User Segmentation with RFM Analysis and K-Means Clustering for Play Store Database via Machine Learning -- Onion Price Prediction Assisted by Exploratory Data Analysis Employing ARIMA Technique for Varanasi -- Revolutionizing Indian Elections: Introducing Blockchain to Ballot Based Voting -- AI Mapping for Rapid Disaster Assessment -- AI Effect On Modern Healthcare System -- Predicting Chronic Kidney Disease Stages Through Ensemble Machine Learning Techniques -- Medical Image Classification: Binary Classification of X-ray Images to Classify Fractures in Bones -- Semantic Parsing of Data Practice Statements in Privacy Policies Using BERT Models -- Research on Security Tests Methods for IoT Devices -- Method of probabilistic identification of Images in solving problems of applied Photogrammetry -- Using Patterns for Autonomous Mobile Robot Control Tasks.

This book gathers a collection of high-quality peer-reviewed research papers presented at the 6th International Conference on Data and Information Sciences (ICDIS 2024), held at Raja Balwant Singh Engineering Technical Campus, Agra, India, on May 24-25, 2024. The book covers all aspects of computational sciences and information security, including central topics like artificial intelligence, cloud computing, and big data. Highlighting the latest developments and technical solutions, it shows readers from the computer industry how to capitalize on key advances in next-generation computer and communication technology.

ISBN: 9789819773602

Standard No.: 10.1007/978-981-97-7360-2doiSubjects--Topical Terms:

606819
Computer science
--Congresses.

LC Class. No.: QA75.5

Dewey Class. No.: 004

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520 $a This book gathers a collection of high-quality peer-reviewed research papers presented at the 6th International Conference on Data and Information Sciences (ICDIS 2024), held at Raja Balwant Singh Engineering Technical Campus, Agra, India, on May 24-25, 2024. The book covers all aspects of computational sciences and information security, including central topics like artificial intelligence, cloud computing, and big data. Highlighting the latest developments and technical solutions, it shows readers from the computer industry how to capitalize on key advances in next-generation computer and communication technology.
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