2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI) / IEEE.

Format:

Book

Author/Creator:

Institute of Electrical and Electronics Engineers, author, issuing body.

Language:

English

Subjects (All):

Computational intelligence--Congresses.

Computational intelligence.

Physical Description:

1 online resource

Other Title:

2023 IEEE Latin American Conference on Computational Intelligence

Place of Publication:

IEEE

Piscataway : IEEE, 2023.

Contents:

Automatic Crack Detection in Ore Leach Dump using Transfer Learning,"P.

A PSO-SVR Based Resource Allocation Approach for Network Function Virtualization,"R.

Time estimation for deep learning model’s inference in distributed processing units,"E.

Improving Transferability of Population-Based Learning-to-Optimize Algorithms Through Imitation Learning,"G.

SSDP-H: Hybrid Approaches for Subgroup Discovery on High-Dimensional Datasets,"G.

Routing and Spectrum Assignment in Elastic Optical Networks through a Hybrid Approach based on K-Shortest Paths and Q-Learning,"I.

Prediction model designing of traffic accidents in Honduras using LSTM neural network : “Road safety is everyone’s job.â€,"E.

Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance Imaging,"U.

Forecasting Imminent Failures in Electrical Industrial Centrifuge using Machine Learning,"L.

Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming Grammar,"N.

All Action Updates for Reinforcement Learning with Costly Features,"G.

Human-in-the-Loop Evolution of Database Views for Data Exploration,"T.

Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer Data,"R.

Leveraging Previous Facial Action Units Knowledge for Emotion Recognition on Faces,"P.

The Danger of Metaphors for Metaheuristic Design,"S.

A Multi-Agent Based Algorithm for Quadratic Assignment Problem,"D.

Image Dehazing Using a Simple Convolutional Autoencoder,"P.

An Autonomous Mobile Robot Path Planner using Spline Curves and Differential Evolution,"E.

Legal Judgement Prediction: A comparative analysis of legal documents in Brazil,"C.

Footprinting the Behaviour of Particle Swarm Optimization with Increasing Dimensionality,"S.

Instance Segmentation based Object Detection with Enhanced Path Aggregation Network,"A.

Study of an unsteady amperometric biosensor using a computational model,"D.

Evaluating Multi-Level Clustering Approaches to Route Sales Agents,"R.

Urban Autonomous Driving of Emergency Vehicles with Reinforcement Learning,"Z.

Optimization of Deep Neural Networks for Vehicle Classification,"A.

Impact Assessment of Memetic Operators on Communication Topologies for the PSO,"C.

Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random Forest,"A.

Analysis of different machine learning approaches in the context of urban mobility: a systematic review,"J.

Fine-Tuning MultiFit for Enhanced Legal Sentence Basis Classification,"D.

Optimized Fuzzy Logic Controller for a Bipedal Walking Robot,"L.

Many-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis,"N.

Textual Mining using Deep Learning in official journals,"L.

DRQN to optimize viewpoint planning in underwater environments,"E.

Enhancing Crop Clinic Assistance: Empowering Plant Disease Detection through Multi-task Machine Learning,"I.

Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction,"A.

Interpretability of an Automatic Handwritten Signature Verification Model,"V.

Identifying Physical Unclonable Functions Using Classifier Algorithms,"C.

Design and Evaluation of Sentiment Analysis as a Decision Tool Regarding Market Assets,"I.

A novel feature extraction approach for skin cancer screening using active thermography,"R.

Evaluating Transformer-based Models in the Information Extraction of Fiscal Documents,"J.

A Bayesian Risk Classification System Based on Two-Stage Clustering For Flashover Occurrence In High Voltage Insulator String,"J.

Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning Approach,"A.

Language-focused Deepfake Detection Using Phonemes, Mouth Movements, and Video Features,"J.

Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings,"L.

Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms,"R.

An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering,"L.

Assessing the Effect of Urban Expansion and Deforestation on Temperature Rise in Cajazeiras, Brazil: A Data-Driven Approach,"J.

Anomaly Detection in Conveyor Belt Using a Deep Learning Model,"C.

Detection of Cavities in Radiographs Using Machine Learning: Approaches for Limited Data,"N.

Explainable Artificial Intelligence - An Analysis of the Trade-offs Between Performance and Explainability,"A.

General Cephalometric Landmark Detection for Different Source of X-Ray Images,"C.

Automatic classification of categories for Great Hobbies Inc. based on Vendor Information,"J.

Artificial Intelligence in Education 5.0: a methodology for three-dimensional geometric shape classification for an educational tool,"A.

Hybrid System with Dynamic Classification for Combining Time Series Forecasts,"E.

CNN classification subject to practical aspects of Search and Rescue UAV missions,"R.

Integrating an Educational Data Mining Framework Avatar into Moodle to Improve Student Outcome,"A.

Frost Forecast and Early Alarm System based on Deep Learning,"M.

Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley Values,"A.

Comparative Analysis of Statistical and Recurrent Neural Network Models for Short-Term River Level Forecasting in the Paraguay River,"G.

RemissIA: a remission identification approach in cancer patients using machine learning ensembles,"S.

Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation,"L.

Evaluating the Inclusion of Images with Artifacts in Medical Image Databases of Mammography for Machine Learning,"H.

A Robust Approach to Detect Occlusions During Camera-Based Document Scanning,"R.

Convolutional Neural Network for Pleural Effusion Classification,"B.

Trajectory-based Metaheuristics for Improving Sparse Matrix Storage,"M.

Evaluation of Deep Learning Model for Detecting Electronic Components in Few-Shot Learning Scenarios,"A.

Re-purposing Machine Learning Models: A Human Action Recognition Model Turned Violence Detector,"L.

Does Kaizen Programming need a physic-informed mechanism to improve the search?,"J.

Training Single-Layer Morphological Perceptron Using Convex-Concave Programming,"I.

Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis,"P.

TinyML-Based Pothole Detection: A Comparative Analysis of YOLO and FOMO Model Performance,"J.

A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic,".

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9798350348071