Information Management and Big Data

11th Annual International Conference, SIMBig 2024, Ilo, Peru, November 20–22, 2024, Proceedings

AvJuan Antonio Lossio-Ventura,Eduardo Ceh-Varela

Häftad, Engelska, 2025

Del 2496 i serien Communications in Computer and Information Science

867 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

This book constitutes the proceedings of the 11th Annual International Conference on Information Management and Big Data, SIMBig 2024, held in Ilo, Peru, during November 20–22, 2024.The 27 full papers and 1 short paper included in this book were carefully reviewed and selected from 102 submissions. They were organized in topical sections as follows: machine learning and deep learning; natural language processing; mining of social networks and online platforms; and signal and image processing.

Produktinformation

Utgivningsdatum:2025-05-18
Mått:155 x 235 x 24 mm
Vikt:657 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:418
Förlag:Springer International Publishing AG
ISBN:9783031914270

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Machine Learning and Deep Learning.- 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.- Natural Language Processing.- 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.- Mining of Social Networks and Online Platforms.- 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.- Signal and Image Processing.- 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.

Du kanske också är intresserad av

Del 2496

Die Internationale Wettbewerbsfaehigkeit Brasiliens

Marcelo Klötzle

Häftad, 1999

835 kr

Marc Groenen - Expressions esthétiques et comportements techniques au Paléolithique / Aesthetic Expressions and Technical Behaviours in the Palaeolithic Age, Häftad

Del 2496

Expressions esthétiques et comportements techniques au Paléolithique / Aesthetic Expressions and Technical Behaviours in the Palaeolithic Age

Marc Groenen

Häftad, 2013

391 kr

Del 898

Information Management and Big Data

Juan Antonio Lossio-Ventura, Denisse Muñante, Hugo Alatrista-Salas

Häftad, 2019

560 kr

Del 1410

Information Management and Big Data

Juan Antonio Lossio-Ventura, Jorge Carlos Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas

Häftad, 2021

544 kr

Information Management and Big Data

Hugo Alatrista-Salas, Hiram Calvo, Claude Tadonki, Ricardo Marcacini, Genoveva Vargas-Solar, Eduardo Ceh-Varela, Juan Antonio Lossio-Ventura

E-bok

2024

1 684 kr

Juan Antonio Lossio-Ventura, Jorge Valverde-Rebaza, Eduardo Díaz, Denisse Muñante, Carlos Gavidia-Calderon, Alan Demétrius Baria Valejo, Hugo Alatrista-Salas - Information Management and Big Data, Häftad

Del 1577

Information Management and Big Data

Juan Antonio Lossio-Ventura, Jorge Valverde-Rebaza, Eduardo Díaz, Denisse Muñante, Carlos Gavidia-Calderon, Alan Demétrius Baria Valejo, Hugo Alatrista-Salas

Häftad, 2022

947 kr

Del 1837

Information Management and Big Data

Juan Antonio Lossio-Ventura, Jorge Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas

Häftad, 2023

790 kr

Information Management and Big Data

Hugo Alatrista-Salas, Claude Tadonki, Freddy Paz Espinoza, Eduardo Diaz, Eduardo Ceh-Varela, Juan Antonio Lossio-Ventura

E-bok

2025

1 077 kr

Juan Antonio Lossio-Ventura, Eduardo Ceh-Varela, Genoveva Vargas-Solar, Ricardo Marcacini, Claude Tadonki, Hiram Calvo, Hugo Alatrista-Salas - Information Management and Big Data, Häftad

Del 2142

Information Management and Big Data

Juan Antonio Lossio-Ventura, Eduardo Ceh-Varela, Genoveva Vargas-Solar, Ricardo Marcacini, Claude Tadonki, Hiram Calvo, Hugo Alatrista-Salas

Häftad, 2024

1 364 kr

Information Management and Big Data

Hugo Alatrista-Salas, Juan Antonio Lossio-Ventura

E-bok

2018

734 kr

Företag, bibliotek eller offentlig verksamhet?

Information Management and Big Data

11th Annual International Conference, SIMBig 2024, Ilo, Peru, November 20–22, 2024, Proceedings

Beskrivning

Produktinformation

Utforska kategorier

Innehållsförteckning

Du kanske också är intresserad av

Die Internationale Wettbewerbsfaehigkeit Brasiliens

Expressions esthétiques et comportements techniques au Paléolithique / Aesthetic Expressions and Technical Behaviours in the Palaeolithic Age

Information Management and Big Data

Information Management and Big Data

Information Management and Big Data

Information Management and Big Data

Information Management and Big Data

Information Management and Big Data

Information Management and Big Data

Information Management and Big Data

Mina sidor

Mina sidor

Hjälp

Hjälp

Om Bokus

Om Bokus

Populärt

Populärt

Inspiration

Inspiration