{"product_id":"information-management-and-big-data-9783031914270","title":"Information Management and Big Data","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cstrong\u003eMachine Learning and Deep Learning.-\u003c\/strong\u003e Preserving Hidden Hierarchical Structure: Poincaré Distance for Enhanced Genomic Sequence Analysis.- EPIC: Enhancing Privacy through Iterative Collaboration.- DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging.- An Scoping Review: Explainable Deep Learning Approach for Automated Sismo-Volcanic Event Classification.- Machine Learning Algorithms for Predicting Student Dropout in Engineering Programs.- A Deep Learning Model for Ingredient and Meal Quantity Estimation in Type 2 Diabetes Care.- Parallel Multi-objective Evolutionary Algorithms: A Systematic Literature Review.- Application of Multilayer Perceptron: Analysis of Socioeconomic Factors of Poverty in Peru.- Predicting Shear Strength at the Joint of a Beam and a Column Using Supervised Learning and Multivariate Neural Networks.- Prediction of Maximum Rainfall for Early warning of Heavy Rainfall with Multivariable Long-term Memory Networks and Temporal Transformers.- Electricity Demand Time Series Benchmark.- \u003cstrong\u003eNatural Language Processing.-\u003c\/strong\u003e Leveraging LLMs for Enhanced Personality Trait Classification.- Comparison of Neural Network Models for the Implementation of a Chatbot in the University Admission Process.- Enhancing Academic Profiling with Advanced NLP Techniques: SBERT + KeyBERT.- Making an Under-Resourced Language Available on the Wikidata Knowledge Graph: Quechua Language.- Enhancing BERT Classification by Increasing Training Corpus Using Paraphrasing.- Transformer GPT-2 Model for Code Prediction in Machine Learning Projects.- Small Electra for Hate: A Transformer Lightweight Approach to Hate Text Classification.- \u003cstrong\u003eMining of Social Networks and Online Platforms.-\u003c\/strong\u003e Predictive Model Applying Sentiment Analysis on Tweets to Determine the Behavior of the Cryptocurrency Bitcoin.- ThreatGram 101 - Extreme Telegram Replies Data with Threat Levels.- A Comparison of Classication Algorithms for Disaster Tweets.- Explainable Sentiment Analysis on Restaurant Reviews using an Evolutionary Algorithm.- \u003cstrong\u003eSignal and Image Processing.-\u003c\/strong\u003e Spanish Historical Handwritten Text Recognition with Deep Learning.- Methodological Approach for the Development of a Mountain Glacier Dataset Using Satellite Imagery for Deep Learning Applications.- An Efficient Automatic Classification Hybrid Model to Identify Images of Commercial Starchy Corn.- Hybrid Quantum Model for Brain Tumor Classification.- Safycash: Mobile Application for Authentic Banknote Detection Using Image Processing Libraries and Convolutional Neural Networks.- Development of 1D-CNN Methods for Classifying Pediatric Epilepsy through EEG Signals.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":53195478139223,"sku":"9783031914270","price":64.99,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/information-management-and-big-data-9783031914270","provider":"Book Curl","version":"1.0","type":"link"}