


default search action
19th IDEAL 2018: Madrid, Spain
- Hujun Yin, David Camacho, Paulo Novais, Antonio J. Tallón-Ballesteros:

Intelligent Data Engineering and Automated Learning - IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11314, Springer 2018, ISBN 978-3-030-03492-4 - Figlu Mohanty, Suvendu Rup

, Bodhisattva Dash:
Compound Local Binary Pattern and Enhanced Jaya Optimized Extreme Learning Machine for Digital Mammogram Classification. 1-8 - Katleho Moloi

, Jaco A. Jordaan, Yskandar Hamam
:
Support Vector Machine Based Method for High Impedance Fault Diagnosis in Power Distribution Networks. 9-16 - Hisashi Koga, Satoshi Suzuki, Taiki Itabashi, Gibran Fuentes Pineda

, Takahisa Toda:
Extended Min-Hash Focusing on Intersection Cardinality. 17-26 - Félix Fuentes-Hurtado

, Sandra Morales
, José Manuel Mossi, Valery Naranjo, Vadim Fedulov, David Woldbye, Kristian Klemp, Marie Torm, Michael Larsen:
Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding. 27-34 - Félix Fuentes-Hurtado

, Jose Antonio Diego-Mas
, Valery Naranjo, Mariano Alcañiz
:
Finding the Importance of Facial Features in Social Trait Perception. 35-45 - Hela Maddar, Wafa Kammoun, Habib Youssef:

Effective Centralized Trust Management Model for Internet of Things. 46-57 - Krzysztof Michalak

:
Knowledge-Based Solution Construction for Evolutionary Minimization of Systemic Risk. 58-68 - Papangkorn Inkeaw, Jakramate Bootkrajang

, Teresa Gonçalves
, Jeerayut Chaijaruwanich:
Handwritten Character Recognition Using Active Semi-supervised Learning. 69-78 - Iztok Fister Jr.

, Andrés Iglesias
, Akemi Gálvez
, Javier Del Ser
, Eneko Osaba
, Iztok Fister:
Differential Evolution for Association Rule Mining Using Categorical and Numerical Attributes. 79-88 - Jaume Manero

, Javier Béjar
, Ulises Cortés:
Predicting Wind Energy Generation with Recurrent Neural Networks. 89-98 - Marius Andrei Ciurez

, Marian Cristian Mihaescu
:
Improved Architectural Redesign of MTree Clusterer in the Context of Image Segmentation. 99-106 - Fei Wang, Robert J. Ross

, John D. Kelleher
:
Exploring Online Novelty Detection Using First Story Detection Models. 107-116 - Irene Córdoba

, Gherardo Varando
, Concha Bielza
, Pedro Larrañaga
:
A Fast Metropolis-Hastings Method for Generating Random Correlation Matrices. 117-124 - Juan Antonio Gómez Pulido

, Enrique Cortés-Toro
, Arturo Durán-Domínguez
, Broderick Crawford
, Ricardo Soto
:
Novel and Classic Metaheuristics for Tunning a Recommender System for Predicting Student Performance in Online Campus. 125-133 - Sinan Zhu, Caiyan Jia:

General Structure Preserving Network Embedding. 134-146 - M. M. Manjurul Islam

, Alexander E. Prosvirin
, Jong-Myon Kim:
Intelligent Rub-Impact Fault Diagnosis Based on Genetic Algorithm-Based IMF Selection in Ensemble Empirical Mode Decomposition and Diverse Features Models. 147-155 - Marie Kiermeier, Sebastian Feld, Thomy Phan

, Claudia Linnhoff-Popien:
Anomaly Detection in Spatial Layer Models of Autonomous Agents. 156-163 - Cristiana Silva, Adrián Colomer

, Valery Naranjo:
Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal Damage. 164-173 - Joana Pereira, Adrián Colomer

, Valery Naranjo:
Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images. 174-183 - Barbara Bobowska, Dariusz Jankowski:

MapReduce Model for Random Forest Algorithm: Experimental Studies. 184-194 - Artem Lobantsev

, Aleksandra Vatian
, Natalia V. Dobrenko
, Andrey Stankevich
, Anna Kaznacheeva
, Vladimir Parfenov
, Anatoly Shalyto
, Natalia F. Gusarova
:
Specifics Analysis of Medical Communities in Social Network Services. 195-203 - Carlo Blundo, Stelvio Cimato

, Luisa Siniscalchi
:
PostProcessing in Constrained Role Mining. 204-214 - Sattam Almatarneh

, Pablo Gamallo
:
Linguistic Features to Identify Extreme Opinions: An Empirical Study. 215-223 - Andres Diaz-Pinto

, Adrián Colomer
, Valery Naranjo, Sandra Morales
, Yanwu Xu
, Alejandro F. Frangi
:
Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. 224-232 - Alya Itani, Laurent Brisson

, Serge Garlatti:
Understanding Learner's Drop-Out in MOOCs. 233-244 - Jaime Salvador-Meneses

, Zoila Ruiz-Chavez, José García Rodríguez:
Categorical Big Data Processing. 245-252 - Anton Agafonov

, Alexander Yumaganov:
Spatial-Temporal K Nearest Neighbors Model on MapReduce for Traffic Flow Prediction. 253-260 - Paul-Stefan Popescu

, Costel Ionascu
, Marian Cristian Mihaescu
:
Exploring the Perceived Usefulness and Attitude Towards Using Tesys e-Learning Platform. 261-268 - Chinmayee Dora, Pradyut Kumar Biswal:

An ELM Based Regression Model for ECG Artifact Minimization from Single Channel EEG. 269-276 - Eduardo C. Garrido-Merchán

, Alejandro Albarca-Molina:
Suggesting Cooking Recipes Through Simulation and Bayesian Optimization. 277-284 - Fabian Kai-Dietrich Noering, Konstantin Jonas, Frank Klawonn

:
Assessment and Adaption of Pattern Discovery Approaches for Time Series Under the Requirement of Time Warping. 285-296 - Zoila Ruiz-Chavez, Jaime Salvador-Meneses

, José García Rodríguez:
Machine Learning Methods Based Preprocessing to Improve Categorical Data Classification. 297-304 - Krzysztof Michalak

:
Crossover Operator Using Knowledge Transfer for the Firefighter Problem. 305-316 - Andrei Martins Silva, Fernando Henrique da Silva Costa, Alexandra Katiuska Ramos Diaz, Sarajane Marques Peres

:
Exploring Coclustering for Serendipity Improvement in Content-Based Recommendation. 317-327 - Smiljana Petrovic, Ivan Petrovic, Ileana Palesi, Anthony J. Calise:

Weighted Voting and Meta-Learning for Combining Authorship Attribution Methods. 328-335 - Worapol Alex Pongpech

:
On Application of Learning to Rank for Assets Management: Warehouses Ranking. 336-343 - Peter Drotár

, Peter Gnip, Martin Zoricak
, Vladimír Gazda
:
Single-Class Bankruptcy Prediction Based on the Data from Annual Reports. 344-353 - Santiago Gil-Begue

, Pedro Larrañaga
, Concha Bielza
:
Multi-dimensional Bayesian Network Classifier Trees. 354-363 - Alejandro Baldominos

, Yago Saez
, Pedro Isasi
:
Model Selection in Committees of Evolved Convolutional Neural Networks Using Genetic Algorithms. 364-373 - Francisco Supino Marcondes

, José João Almeida
, Paulo Novais
:
Chatbot Theory - A Naïve and Elementary Theory for Dialogue Management. 374-384 - Zirije Hasani

, Boro Jakimovski
, Goran Velinov
, Margita Kon-Popovska:
An Adaptive Anomaly Detection Algorithm for Periodic Data Streams. 385-397 - Hao Zhang, Jie Wang:

Semantic WordRank: Generating Finer Single-Document Summarizations. 398-409 - Miguel A. Becerra

, C. Duque-Mejía
, C. Zapata-Hernández, Diego Hernán Peluffo-Ordóñez
, Leonardo Serna-Guarín
, Edilson Delgado-Trejos
, Edgardo Javier Revelo-Fuelagán, X. P. Blanco-Valencia
:
Exploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems. 410-418 - Xiaowei Kortum, Lorenz Grigull, Urs Muecke, Werner Lechner, Frank Klawonn

:
Improving the Decision Support in Diagnostic Systems Using Classifier Probability Calibration. 419-428 - Minh Nguyen

, Doina Logofatu:
Applying Tree Ensemble to Detect Anomalies in Real-World Water Composition Dataset. 429-438 - Francisco Javier Pulgar

, Francisco Charte
, Antonio J. Rivera
, María José del Jesus
:
A First Approach to Face Dimensionality Reduction Through Denoising Autoencoders. 439-447 - Daniel Trujillo Viedma, Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, María José del Jesus Díaz

:
An Approximation to Deep Learning Touristic-Related Time Series Forecasting. 448-456 - Wonsup Shin, Sung-Bae Cho:

CCTV Image Sequence Generation and Modeling Method for Video Anomaly Detection Using Generative Adversarial Network. 457-467 - Seok-Jun Bu

, Sung-Bae Cho:
Learning Optimal Q-Function Using Deep Boltzmann Machine for Reliable Trading of Cryptocurrency. 468-480 - Tae-Young Kim, Sung-Bae Cho:

Predicting the Household Power Consumption Using CNN-LSTM Hybrid Networks. 481-490 - Jaime Pérez

, Sergio Pérez, José Manuel Moya
, Patricia Arroba
:
Thermal Prediction for Immersion Cooling Data Centers Based on Recurrent Neural Networks. 491-498 - Jin-Young Kim, Sung-Bae Cho:

Detecting Intrusive Malware with a Hybrid Generative Deep Learning Model. 499-507 - Stefan Meyer, Olivier J. N. Bertrand

, Martin Egelhaaf
, Barbara Hammer
:
Inferring Temporal Structure from Predictability in Bumblebee Learning Flight. 508-519 - Jaime Andres Rincon, Ângelo Costa

, Paulo Novais
, Vicente Julián
, Carlos Carrascosa
:
Intelligent Wristbands for the Automatic Detection of Emotional States for the Elderly. 520-530 - Roberto Blanco, Juan J. Cilla, Samira Briongos, Pedro Malagón, José Manuel Moya

:
Applying Cost-Sensitive Classifiers with Reinforcement Learning to IDS. 531-538 - Roongtawan Laimek, Natsuda Kaothanthong

, Thepchai Supnithi:
ATM Fraud Detection Using Outlier Detection. 539-547 - Pedro Oliveira da Silva, Adriano Rivolli, Pedro Rocha, Francisco Correia, Carlos Soares

:
Machine Learning for Drugs Prescription. 548-555 - Roja Ahmadi, Robert D. Macredie, Allan Tucker:

Intrusion Detection Using Transfer Learning in Machine Learning Classifiers Between Non-cloud and Cloud Datasets. 556-566 - Carlotta Orsenigo

, Carlo Vercellis
, Claudia Volpetti
:
Concatenating or Averaging? Hybrid Sentences Representations for Sentiment Analysis. 567-575 - Hasan Ogul:

ALoT: A Time-Series Similarity Measure Based on Alignment of Textures. 576-585 - Michal Pawlak, Aneta Poniszewska-Maranda

, Jakub Guziur:
Intelligent Agents in a Blockchain-Based Electronic Voting System. 586-593 - Nadia Masood Khan, Gul Muhammad Khan:

Signal Reconstruction Using Evolvable Recurrent Neural Networks. 594-602 - Kemilly Dearo Garcia, André C. P. L. F. de Carvalho

, João Mendes-Moreira
:
A Cluster-Based Prototype Reduction for Online Classification. 603-610 - Reuben Borrison, Benjamin Klöpper, Moncef Chioua, Marcel Dix, Barbara Sprick:

Reusable Big Data System for Industrial Data Mining - A Case Study on Anomaly Detection in Chemical Plants. 611-622 - Paulo Barbosa, Kemilly Dearo Garcia, João Mendes-Moreira

, André C. P. L. F. de Carvalho
:
Unsupervised Domain Adaptation for Human Activity Recognition. 623-630 - Miroslaw Kordos

, Lukasz Czepielik, Marcin Blachnik
:
Data Set Partitioning in Evolutionary Instance Selection. 631-641 - José Gabriel García, Adrián Colomer

, Valery Naranjo, Francisco Peñaranda, María Á. Sales:
Identification of Individual Glandular Regions Using LCWT and Machine Learning Techniques. 642-650 - Marek Lóderer

, Peter Pavlík
, Viera Rozinajová
:
Improving Time Series Prediction via Modification of Dynamic Weighted Majority in Ensemble Learning. 651-660 - Jose Alejandro Salazar-Castro, D. F. Peña-Unigarro, Cielo K. Basante-Villota, C. Ortega, Lilian Dayana Cruz-Cruz

, Edgardo Javier Revelo-Fuelagán, X. P. Blanco-Valencia
, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez
:
Generalized Low-Computational Cost Laplacian Eigenmaps. 661-669 - Átilla N. Maia, Madson Luiz Dantas Dias, João P. P. Gomes, Ajalmar R. da Rocha Neto:

Optimally Selected Minimal Learning Machine. 670-678 - Li Ji, Guangyan Lin, Huobin Tan:

Neural Collaborative Filtering: Hybrid Recommendation Algorithm with Content Information and Implicit Feedback. 679-688 - Pattaramon Vuttipittayamongkol

, Eyad Elyan
, Andrei Petrovski, Chrisina Jayne
:
Overlap-Based Undersampling for Improving Imbalanced Data Classification. 689-697 - Michela Fazzolari

, Marinella Petrocchi
, Angelo Spognardi
:
Predicting Online Review Scores Across Reviewer Categories. 698-710 - Abel S. Zacarias

, Luís A. Alexandre
:
Improving SeNA-CNN by Automating Task Recognition. 711-721 - Álvaro Pardo Pertierra, Ana B. Gil González

, Javier Teira Lafuente, Ana de Luis-Reboredo:
Communication Skills Personal Trainer Based on Viola-Jones Object Detection Algorithm. 722-729 - Diogo Duque, José Aleixo Cruz

, Henrique Lopes Cardoso
, Eugénio Oliveira
:
Optimizing Meta-heuristics for the Time-Dependent TSP Applied to Air Travels. 730-739 - Tsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar

:
Compositional Stochastic Average Gradient for Machine Learning and Related Applications. 740-752 - Yassine Baghoussi

, João Mendes-Moreira
:
Instance-Based Stacked Generalization for Transfer Learning. 753-760 - Pawel Ksieniewicz

:
Combined Classifier Based on Quantized Subspace Class Distribution. 761-772 - Guilherme Aguiar, Patricia Vilain:

A Framework for Form Applications that Use Machine Learning. 773-782 - Enrique González Rodrigo

, Juan A. Aledo
, José A. Gámez:
CGLAD: Using GLAD in Crowdsourced Large Datasets. 783-791 - Hoang Long Nguyen, Jason J. Jung:

Extending Independent Component Analysis for Event Detection on Online Social Media. 792-800 - Julián Fernando Muñoz-Ordóñez

, Carlos Cobos
, Martha Mendoza, Enrique Herrera-Viedma, Francisco Herrera, Siham Tabik:
Framework for the Training of Deep Neural Networks in TensorFlow Using Metaheuristics. 801-811 - Rodrigo Naranjo, Matilde Santos

:
New Fuzzy Singleton Distance Measurement by Convolution. 812-820 - Radu AbuRas, Gabriel Turcu

, Ilkka Kosunen, Marian Cristian Mihaescu
:
Peak Alpha Based Neurofeedback Training Within Survival Shooter Game. 821-828 - Oana Maria Teodorescu

, Paul-Stefan Popescu
, Marian Cristian Mihaescu
:
Taking e-Assessment Quizzes - A Case Study with an SVD Based Recommender System. 829-837 - Richard Hankins

, Yao Peng
, Hujun Yin
:
Towards Complex Features: Competitive Receptive Fields in Unsupervised Deep Networks. 838-848 - Yao Peng, Menyu Liu, Hujun Yin:

Deep Neural Networks with Markov Random Field Models for Image Classification. 849-859

manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.


Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCID














