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20th IDEAL 2019: Manchester, UK - Part I
- Hujun Yin, David Camacho, Peter Tiño, Antonio J. Tallón-Ballesteros, Ronaldo Menezes, Richard Allmendinger:
Intelligent Data Engineering and Automated Learning - IDEAL 2019 - 20th International Conference, Manchester, UK, November 14-16, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11871, Springer 2019, ISBN 978-3-030-33606-6 - Watcharin Sarachai, Jakramate Bootkrajang
, Jeerayut Chaijaruwanich, Samerkae Somhom:
Orchids Classification Using Spatial Transformer Network with Adaptive Scaling. 1-10 - Matthew Middlehurst
Scalable Dictionary Classifiers for Time Series Classification. 11-19 - Nádia Junqueira Martarelli
Optimization of the Numeric and Categorical Attribute Weights in KAMILA Mixed Data Clustering Algorithm. 20-27 - Peyman Rasouli, Ingrid Chieh Yu:
Meaningful Data Sampling for a Faithful Local Explanation Method. 28-38 - Miguel López-Pérez
Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor. 39-46 - Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo:
Adaptive Orthogonal Characteristics of Bio-inspired Neural Networks. 47-59 - Luís Miguel Matos
Using Deep Learning for Ordinal Classification of Mobile Marketing User Conversion. 60-67 - Worapol Alex Pongpech
Modeling Data Driven Interactions on Property Graph. 68-75 - Nico Migenda
Adaptive Dimensionality Adjustment for Online "Principal Component Analysis". 76-84 - Rubén R. Fernández, Isaac Martín de Diego
Relevance Metric for Counterfactuals Selection in Decision Trees. 85-93 - Víctor Aceña, Javier M. Moguerza
Weighted Nearest Centroid Neighbourhood. 94-101 - Martin J. Shepperd, Yuchen Guo, Ning Li, Mahir Arzoky, Andrea Capiluppi
The Prevalence of Errors in Machine Learning Experiments. 102-109 - William Ferreira Moreno Oliverio, Allan de Barcelos Silva
A Hybrid Model for Fraud Detection on Purchase Orders. 110-120 - Qadri Mishael
Users Intention Based on Twitter Features Using Text Analytics. 121-128 - James Large
Mixing Hetero- and Homogeneous Models in Weighted Ensembles. 129-136 - David Guijo-Rubio
A Hybrid Approach to Time Series Classification with Shapelets. 137-144 - Alfonso Hernández, Ángel Panizo, David Camacho
An Ensemble Algorithm Based on Deep Learning for Tuberculosis Classification. 145-154 - Alessandro Bondielli, Francesco Marcelloni:
A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés. 155-165 - Aleksandra Vatian, Anna Tatarinova, Svyatoslav Osipov
Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis. 166-174 - Aleksandra Vatian, Natalia V. Dobrenko, Nikolai Andreev, Aleksandr Nemerovskii, Anastasia Nevochhikova, Natalia F. Gusarova:
Comparative Analysis of Approaches to Building Medical Dialog Systems in Russian. 175-183 - Xingang Mou, Jian Cui, Hujun Yin, Xiao Zhou:
Tracking Position and Status of Electric Control Switches Based on YOLO Detector. 184-194 - Alberto Manastarla
A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks. 195-207 - Yi Ren, Kunqing Xie:
Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method. 208-219 - Abdulmajeed M. Alenezi
Global Q-Learning Approach for Power Allocation in Femtocell Networks. 220-228 - Abdullah S. Alharthi
Deep Learning and Sensor Fusion Methods for Studying Gait Changes Under Cognitive Load in Males and Females. 229-237 - Jaime Andres Rincon, Ângelo Costa
Towards a Robotic Personal Trainer for the Elderly. 238-246 - Jingwen Su
Image Quality Constrained GAN for Super-Resolution. 247-256 - Tinashe Wamambo, Cristina Luca
Use Case Prediction Using Product Reviews Text Classification. 257-264 - Muhammad Bello Aliyu, Rahat Iqbal
Convolutional Neural Network for Core Sections Identification in Scientific Research Publications. 265-273 - Leandro Oliveira Freitas
Knowledge Inference Through Analysis of Human Activities. 274-281 - Jingwei Cheng, Zhi Yang, Jinming Dang, Chunguang Pan, Fu Zhang:
Representation Learning of Knowledge Graphs with Multi-scale Capsule Network. 282-290 - Yong-Xian Fan, Yongzhen Li, Huihua Yang, Xiaoyong Pan:
CNNPSP: Pseudouridine Sites Prediction Based on Deep Learning. 291-301 - António Gaspar
A Multimodal Approach to Image Sentiment Analysis. 302-309 - Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering. 310-318 - Jin-Young Kim, Sung-Bae Cho:
Conditioned Generative Model via Latent Semantic Controlling for Learning Deep Representation of Data. 319-327 - Colin Leverger, Simon Malinowski, Thomas Guyet
Toward a Framework for Seasonal Time Series Forecasting Using Clustering. 328-340 - Lina Abassi, Imen Boukhris:
An Evidential Imprecise Answer Aggregation Approach Based on Worker Clustering. 341-349 - Mutasem Q. Hamdan
Combining Machine Learning and Classical Optimization Techniques in Vehicle to Vehicle Communication Network. 350-358 - Benjamin Paaßen
Adversarial Edit Attacks for Tree Data. 359-366 - Kyunghyun Lim, Jin-Young Kim, Sung-Bae Cho:
Non-stationary Noise Cancellation Using Deep Autoencoder Based on Adversarial Learning. 367-374 - Gwang-Myong Go, Seok-Jun Bu
A Deep Learning-Based Surface Defect Inspection System for Smartphone Glass. 375-385 - Hatem Khalloof, Phil Ostheimer, Wilfried Jakob, Shadi Shahoud, Clemens Düpmeier, Veit Hagenmeyer:
Superlinear Speedup of Parallel Population-Based Metaheuristics: A Microservices and Container Virtualization Approach. 386-393 - Alexey Zabashta
Active Dataset Generation for Meta-learning System Quality Improvement. 394-401 - Alessandro Balestrucci
Do You Really Follow Them? Automatic Detection of Credulous Twitter Users. 402-410 - Buddhi Ayesha, Bhagya Jeewanthi, Charith Chitraranjan, Amal Shehan Perera, Amal Kumarage:
User Localization Based on Call Detail Record. 411-423 - Danae Pla Karidi
Automatic Ground Truth Dataset Creation for Fake News Detection in Social Media. 424-436 - Nebojsa Bacanin
Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment. 437-445 - George Oastler, Jason Lines
A Significantly Faster Elastic-Ensemble for Time-Series Classification. 446-453 - Sharath M. Shankaranarayana, Davor Runje
ALIME: Autoencoder Based Approach for Local Interpretability. 454-463 - Matús Cuper, Marek Lóderer
Detection of Abnormal Load Consumption in the Power Grid Using Clustering and Statistical Analysis. 464-475 - Khaoula Jayech:
Deep Convolutional Neural Networks Based on Image Data Augmentation for Visual Object Recognition. 476-485 - Paulo J. S. Ferreira
An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition. 486-493 - Victor R. Prata, Ronaldo S. Moreira, Luan Sousa Cordeiro, Átilla N. Maia, Alan Rabelo Martins, Davi A. Leão, C. H. L. Cavalcante, Amauri H. Souza Júnior, Ajalmar R. da Rocha Neto:
A Novel Recommendation System for Next Feature in Software. 494-501 - Dmitry Tomp, Sergey Muravyov
Meta-learning Based Evolutionary Clustering Algorithm. 502-513 - George Pardis, Konstantinos I. Diamantaras, Stefanos Ougiaroglou
Fast Tree-Based Classification via Homogeneous Clustering. 514-524 - Alexey L. Myachin
Ordinal Equivalence Classes for Parallel Coordinates. 525-533 - Juan Carlos Rojas Thomas, Matilde Santos Peñas:
New Internal Clustering Evaluation Index Based on Line Segments. 534-541 - Wouter Van Verre
Threat Identification in Humanitarian Demining Using Machine Learning and Spectroscopic Metal Detection. 542-549
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