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ORCID21st IDEAL 2020: Guimaraes, Portugal - Part I
- Cesar Analide
, Paulo Novais, David Camacho, Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12489, Springer 2020, ISBN 978-3-030-62361-6 - Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo:
Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET. 1-8 - Francisca Frias, André R. S. Marçal, Rui Prior, Waldir Moreira, Antonio Oliveira Jr.:
Evaluation of Machine Learning Algorithms for Automated Management of Wireless Links. 9-16 - Nadav Shalit, Michael Fire, Eran Ben-Elia:
Imputation of Missing Boarding Stop Information in Smart Card Data with Machine Learning Methods. 17-27 - David W. McDonald, Shan He:
HEAT: Hyperbolic Embedding of Attributed Networks. 28-40 - Marvin Schöne, Martin Kohlhase:
Least Squares Approach for Multivariate Split Selection in Regression Trees. 41-50 - Antonino Rullo, Antonella Guzzo, Edoardo Serra, Erika Tirrito:
A Framework for the Multi-modal Analysis of Novel Behavior in Business Processes. 51-63 - Mohammad Nasir, Ali Sadollah, Eneko Osaba, Javier Del Ser:
A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks Based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks. 64-76 - Rukiye Savran Kiziltepe, John Q. Gan:
Simple Effective Methods for Decision-Level Fusion in Two-Stream Convolutional Neural Networks for Video Classification. 77-87 - Diana Iulia Bleoanca, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu:
LSI Based Mechanism for Educational Videos Retrieval by Transcripts Processing. 88-100 - Iztok Fister, Dusan Fister, Andrés Iglesias, Akemi Gálvez, Eneko Osaba, Javier Del Ser, Iztok Fister Jr.:
Visualization of Numerical Association Rules by Hill Slopes. 101-111 - Ana Costa, Analisa Candeias, Célia Ribeiro, Herlander Rodrigues, Jorge Mesquita, Luís Caldas, Beatriz Araújo, Isabel Araújo, Henrique Vicente, Jorge Ribeiro, José Neves:
Adaptation and Anxiety Assessment in Undergraduate Nursing Students. 112-123 - Zaki Pauzi, Andrea Capiluppi:
Text Similarity Between Concepts Extracted from Source Code and Documentation. 124-135 - Rodrigo P. Monteiro, Carmelo J. A. Bastos Filho:
Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis. 136-147 - Airton Soares, Eduardo Esteves, Nuno Rosa, Ana Cristina Esteves, Anthony Lins, Carmelo J. A. Bastos Filho:
An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients Using Pairwise Relationship and Hierarchical Clustering. 148-159 - Jingwen Su, Hujun Yin:
Improving Adversarial Learning with Image Quality Measures for Image Deblurring. 160-171 - Aida Calviño:
On Random-Forest-Based Prediction Intervals. 172-184 - João Palmeira, José Ramos, Rafael Silva, Bruno Fernandes, Cesar Analide:
A Machine Learning Approach to Forecast the Safest Period for Outdoor Sports. 185-196 - Arwa M. Basbrain, John Q. Gan:
One-Shot Only Real-Time Video Classification: A Case Study in Facial Emotion Recognition. 197-208 - Vitor Peixoto, Hugo Peixoto, José Machado:
Integrating a Data Mining Engine into Recommender Systems. 209-220 - Pasqual Martí, Jaume Jordán, Javier Palanca, Vicente Julián:
Free-Floating Carsharing in SimFleet. 221-232 - Jaime Andres Rincon, Ângelo Costa, Paulo Novais, Vicente Julián, Carlos Carrascosa:
Fatigue Detection in Strength Exercises for Older People. 233-244 - Evan Tummon, Muhammad Adil Raja, Conor Ryan:
Trading Cryptocurrency with Deep Deterministic Policy Gradients. 245-256 - Luís Rosa, Fábio Silva, Cesar Analide:
TMSA: Participatory Sensing Based on Mobile Phones in Urban Spaces. 257-267 - Boyan Xu, Hujun Yin:
A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing. 268-279 - Yushi Li, George Baciu:
PC-OPT: A SfM Point Cloud Denoising Algorithm. 280-291 - Muhammad Adil Raja, Aidan Murphy, Conor Ryan:
GELAB and Hybrid Optimization Using Grammatical Evolution. 292-303 - Matej Kloska, Viera Rozinajová:
Distribution-Wise Symbolic Aggregate ApproXimation (dwSAX). 304-315 - Sérgio Jorge, Carlos Pereira, Paulo Novais:
Intelligent Call Routing for Telecommunications Call-Centers. 316-328 - Daniel Duarte, P. B. de Moura Oliveira, E. J. Solteiro Pires:
Entropy Based Grey Wolf Optimizer. 329-337 - Ana Silva, António Silva, Tiago Oliveira, Paulo Novais:
Mapping a Clinical Case Description to an Argumentation Framework: A Preliminary Assessment. 338-349 - David Sousa, Fábio Silva, Cesar Analide:
Learning User Comfort and Well-Being Through Smart Devices. 350-361 - Pedro Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Cesar Analide, Paulo Novais:
A Deep Learning Approach to Forecast the Influent Flow in Wastewater Treatment Plants. 362-373 - Halil Mertkan Sahin, Bruce Grieve, Hujun Yin:
Automatic Multispectral Image Classification of Plant Virus from Leaf Samples. 374-384 - Maciej Szelazek, Szymon Bobek, Antonio González-Pardo, Grzegorz J. Nalepa:
Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. 385-396
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