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Orchids Classification Using Spatial Transformer Network with Adaptive Scaling / Watcharin Sarachai, Jakramate Bootkrajang, Jeerayut Chaijaruwanich, and Samerkae Somhom
Scalable Dictionary Classifiers for Time Series Classification / Matthew Middlehurst, William Vickers, and Anthony Bagnall
Optimization of the Numeric and Categorical Attribute Weights in KAMILA Mixed Data Clustering Algorithm / Nádia Junqueira Martarelli and Marcelo Seido Nagano
Meaningful Data Sampling for a Faithful Local Explanation Method / Peyman Rasouli and Ingrid Chieh Yu
Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor / Miguel López-Pérez, Adrián Colomer, María A. Sales, Rafael Molina, and Valery Naranjo
Adaptive Orthogonal Characteristics of Bio-inspired Neural Networks / Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, and Tokuro Matsuo
Using Deep Learning for Ordinal Classification of Mobile Marketing User Conversion / Luís Miguel Matos, Paulo Cortez, Rui Castro Mendes, and Antoine Moreau
Modeling Data Driven Interactions on Property Graph / Worapol Alex Pongpech
Adaptive Dimensionality Adjustment for Online "Principal Component Analysis" / Nico Migenda, Ralf Möller, and Wolfram Schenck
Relevance Metric for Counterfactuals Selection in Decision Trees / Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Javier M. Moguerza, and Alberto Fernández-Isabel
Weighted Nearest Centroid Neighbourhood / Víctor Aceña, Javier M. Moguerza, Isaac Martín de Diego, and Rubén R. Fernández
The Prevalence of Errors in Machine Learning Experiments / Martin Shepperd, Yuchen Guo, Ning Li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, and Leila Yousefi
A Hybrid Model for Fraud Detection on Purchase Orders / William Ferreira Moreno Oliverio, Allan Barcelos Silva, Sandro José Rigo, and Rodolpho Lopes Bezerra da Costa
Users Intention Based on Twitter Features Using Text Analytics / Qadri Mishael, Aladdin Ayesh, and Iryna Yevseyeva
Mixing Hetero- and Homogeneous Models in Weighted Ensembles / James Large and Anthony Bagnall
A Hybrid Approach to Time Series Classification with Shapelets / David Guijo-Rubio, Pedro A. Gutiérrez, Romain Tavenard, and Anthony Bagnall
An Ensemble Algorithm Based on Deep Learning for Tuberculosis Classification / Alfonso Hernández, Ángel Panizo, and David Camacho
A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés / Alessandro Bondielli and Francesco Marcelloni
Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis / Aleksandra Vatian, Anna Tatarinova, Svyatoslav Osipov, Nikolai Egorov, Vitalii Boitsov, Elena Ryngach, Tatiana Treshkur, Anatoly Shalyto, and Natalia Gusarova
Comparative Analysis of Approaches to Building Medical Dialog Systems in Russian / Aleksandra Vatian, Natalia Dobrenko, Nikolai Andreev, Aleksandr Nemerovskii, Anastasia Nevochhikova, and Natalia Gusarova
Tracking Position and Status of Electric Control Switches Based on YOLO Detector / Xingang Mou, Jian Cui, Hujun Yin, and Xiao Zhou
A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks / Alberto Manastarla and Leandro A. Silva
Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method / Yi Ren and Kunqing Xie
Global Q-Learning Approach for Power Allocation in Femtocell Networks / Abdulmajeed M. Alenezi and Khairi Hamdi
Deep Learning and Sensor Fusion Methods for Studying Gait Changes Under Cognitive Load in Males and Females / Abdullah S. Alharthi and Krikor B. Ozanyan
Towards a Robotic Personal Trainer for the Elderly / J. A. Rincon, A. Costa, P. Novais, V. Julian, and C. Carrascosa
Image Quality Constrained GAN for Super-Resolution / Jingwen Su, Yao Peng, and Hujun Yin
Use Case Prediction Using Product Reviews Text Classification / Tinashe Wamambo, Cristina Luca, and Arooj Fatima
Convolutional Neural Network for Core Sections Identification in Scientific Research Publications / Bello Aliyu Muhammad, Rahat Iqbal, Anne James, and Dianabasi Nkantah
Knowledge Inference Through Analysis of Human Activities / Leandro O. Freitas, Pedro R. Henriques, and Paulo Novais
Representation Learning of Knowledge Graphs with Multi-scale Capsule Network / Jingwei Cheng, Zhi Yang, Jinming Dang, Chunguang Pan, and Fu Zhang
CNNPSP: Pseudouridine Sites Prediction Based on Deep Learning / Yongxian Fan, Yongzhen Li, Huihua Yang, and Xiaoyong Pan
A Multimodal Approach to Image Sentiment Analysis / António Gaspar and Luís A. Alexandre
Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering / Raoua Abdelkhalek, Imen Boukhris, and Zied Elouedi
Conditioned Generative Model via Latent Semantic Controlling for Learning Deep Representation of Data / Jin-Young Kim and Sung-Bae Cho
Toward a Framework for Seasonal Time Series Forecasting Using Clustering / Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, and Alexandre Termier
An Evidential Imprecise Answer Aggregation Approach Based on Worker Clustering / Lina Abassi and Imen Boukhris
Combining Machine Learning and Classical Optimization Techniques in Vehicle to Vehicle Communication Network / Mutasem Hamdan and Khairi Hamdi
Adversarial Edit Attacks for Tree Data / Benjamin Paaßen
Non-stationary Noise Cancellation Using Deep Autoencoder Based on Adversarial Learning / Kyung-Hyun Lim, Jin-Young Kim, and Sung-Bae Cho
A Deep Learning-Based Surface Defect Inspection System for Smartphone Glass / Gwang-Myong Go, Seok-Jun Bu, and Sung-Bae Cho
Superlinear Speedup of Parallel Population-Based Metaheuristics: A Microservices and Container Virtualization Approach / Hatem Khalloof, Phil Ostheimer, Wilfried Jakob, Shadi Shahoud, Clemens Duepmeier, and Veit Hagenmeyer
Active Dataset Generation for Meta-learning System Quality Improvement / Alexey Zabashta and Andrey Filchenkov
Do You Really Follow Them? Automatic Detection of Credulous Twitter Users / Alessandro Balestrucci, Rocco De Nicola, Marinella Petrocchi, and Catia Trubiani
User Localization Based on Call Detail Record / Buddhi Ayesha, Bhagya Jeewanthi, Charith Chitraranjan, Amal Shehan Perera, and Amal S. Kumarage
Automatic Ground Truth Dataset Creation for Fake News Detection in Social Media / Danae Pla Karidi, Harry Nakos, and Yannis Stavrakas
Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment / Nebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, and Milan Tuba
A Significantly Faster Elastic-Ensemble for Time-Series Classification / George Oastler and Jason Lines
ALIME: Autoencoder Based Approach for Local Interpretability / Sharath M. Shankaranarayana and Davor Runje
Detection of Abnormal Load Consumption in the Power Grid Using Clustering and Statistical Analysis / Matúš Cuper, Marek Lóderer, and Viera Rozinajová
Deep Convolutional Neural Networks Based on Image Data Augmentation for Visual Object Recognition / Khaoula Jayech
An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition / Paulo J. S. Ferreira, Ricardo M. C. Magalhães, Kemilly Dearo Garcia, João M. P. Cardoso, and João Mendes-Moreira
A Novel Recommendation System for Next Feature in Software / Victor R. Prata, Ronaldo S. Moreira, Luan S. Cordeiro, Átilla N. Maia, Alan R. Martins, Davi A. Leão, C. H. L. Cavalcante, Amauri H. Souza Júnior, and Ajalmar R. Rocha Neto
Meta-learning Based Evolutionary Clustering Algorithm / Dmitry Tomp, Sergey Muravyov, Andrey Filchenkov, and Vladimir Parfenov
Fast Tree-Based Classification via Homogeneous Clustering / George Pardis, Konstantinos I. Diamantaras, Stefanos Ougiaroglou, and Georgios Evangelidis
Ordinal Equivalence Classes for Parallel Coordinates / Alexey Myachin and Boris Mirkin
New Internal Clustering Evaluation Index Based on Line Segments / Juan Carlos Rojas Thomas and Matilde Santos Peñas
Threat Identification in Humanitarian Demining Using Machine Learning and Spectroscopic Metal Detection / Wouter van Verre, Toykan Özdeǧer, Ananya Gupta, Frank J. W. Podd, and Anthony J. Peyton.
Scalable Dictionary Classifiers for Time Series Classification / Matthew Middlehurst, William Vickers, and Anthony Bagnall
Optimization of the Numeric and Categorical Attribute Weights in KAMILA Mixed Data Clustering Algorithm / Nádia Junqueira Martarelli and Marcelo Seido Nagano
Meaningful Data Sampling for a Faithful Local Explanation Method / Peyman Rasouli and Ingrid Chieh Yu
Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor / Miguel López-Pérez, Adrián Colomer, María A. Sales, Rafael Molina, and Valery Naranjo
Adaptive Orthogonal Characteristics of Bio-inspired Neural Networks / Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, and Tokuro Matsuo
Using Deep Learning for Ordinal Classification of Mobile Marketing User Conversion / Luís Miguel Matos, Paulo Cortez, Rui Castro Mendes, and Antoine Moreau
Modeling Data Driven Interactions on Property Graph / Worapol Alex Pongpech
Adaptive Dimensionality Adjustment for Online "Principal Component Analysis" / Nico Migenda, Ralf Möller, and Wolfram Schenck
Relevance Metric for Counterfactuals Selection in Decision Trees / Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Javier M. Moguerza, and Alberto Fernández-Isabel
Weighted Nearest Centroid Neighbourhood / Víctor Aceña, Javier M. Moguerza, Isaac Martín de Diego, and Rubén R. Fernández
The Prevalence of Errors in Machine Learning Experiments / Martin Shepperd, Yuchen Guo, Ning Li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, and Leila Yousefi
A Hybrid Model for Fraud Detection on Purchase Orders / William Ferreira Moreno Oliverio, Allan Barcelos Silva, Sandro José Rigo, and Rodolpho Lopes Bezerra da Costa
Users Intention Based on Twitter Features Using Text Analytics / Qadri Mishael, Aladdin Ayesh, and Iryna Yevseyeva
Mixing Hetero- and Homogeneous Models in Weighted Ensembles / James Large and Anthony Bagnall
A Hybrid Approach to Time Series Classification with Shapelets / David Guijo-Rubio, Pedro A. Gutiérrez, Romain Tavenard, and Anthony Bagnall
An Ensemble Algorithm Based on Deep Learning for Tuberculosis Classification / Alfonso Hernández, Ángel Panizo, and David Camacho
A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés / Alessandro Bondielli and Francesco Marcelloni
Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis / Aleksandra Vatian, Anna Tatarinova, Svyatoslav Osipov, Nikolai Egorov, Vitalii Boitsov, Elena Ryngach, Tatiana Treshkur, Anatoly Shalyto, and Natalia Gusarova
Comparative Analysis of Approaches to Building Medical Dialog Systems in Russian / Aleksandra Vatian, Natalia Dobrenko, Nikolai Andreev, Aleksandr Nemerovskii, Anastasia Nevochhikova, and Natalia Gusarova
Tracking Position and Status of Electric Control Switches Based on YOLO Detector / Xingang Mou, Jian Cui, Hujun Yin, and Xiao Zhou
A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks / Alberto Manastarla and Leandro A. Silva
Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method / Yi Ren and Kunqing Xie
Global Q-Learning Approach for Power Allocation in Femtocell Networks / Abdulmajeed M. Alenezi and Khairi Hamdi
Deep Learning and Sensor Fusion Methods for Studying Gait Changes Under Cognitive Load in Males and Females / Abdullah S. Alharthi and Krikor B. Ozanyan
Towards a Robotic Personal Trainer for the Elderly / J. A. Rincon, A. Costa, P. Novais, V. Julian, and C. Carrascosa
Image Quality Constrained GAN for Super-Resolution / Jingwen Su, Yao Peng, and Hujun Yin
Use Case Prediction Using Product Reviews Text Classification / Tinashe Wamambo, Cristina Luca, and Arooj Fatima
Convolutional Neural Network for Core Sections Identification in Scientific Research Publications / Bello Aliyu Muhammad, Rahat Iqbal, Anne James, and Dianabasi Nkantah
Knowledge Inference Through Analysis of Human Activities / Leandro O. Freitas, Pedro R. Henriques, and Paulo Novais
Representation Learning of Knowledge Graphs with Multi-scale Capsule Network / Jingwei Cheng, Zhi Yang, Jinming Dang, Chunguang Pan, and Fu Zhang
CNNPSP: Pseudouridine Sites Prediction Based on Deep Learning / Yongxian Fan, Yongzhen Li, Huihua Yang, and Xiaoyong Pan
A Multimodal Approach to Image Sentiment Analysis / António Gaspar and Luís A. Alexandre
Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering / Raoua Abdelkhalek, Imen Boukhris, and Zied Elouedi
Conditioned Generative Model via Latent Semantic Controlling for Learning Deep Representation of Data / Jin-Young Kim and Sung-Bae Cho
Toward a Framework for Seasonal Time Series Forecasting Using Clustering / Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, and Alexandre Termier
An Evidential Imprecise Answer Aggregation Approach Based on Worker Clustering / Lina Abassi and Imen Boukhris
Combining Machine Learning and Classical Optimization Techniques in Vehicle to Vehicle Communication Network / Mutasem Hamdan and Khairi Hamdi
Adversarial Edit Attacks for Tree Data / Benjamin Paaßen
Non-stationary Noise Cancellation Using Deep Autoencoder Based on Adversarial Learning / Kyung-Hyun Lim, Jin-Young Kim, and Sung-Bae Cho
A Deep Learning-Based Surface Defect Inspection System for Smartphone Glass / Gwang-Myong Go, Seok-Jun Bu, and Sung-Bae Cho
Superlinear Speedup of Parallel Population-Based Metaheuristics: A Microservices and Container Virtualization Approach / Hatem Khalloof, Phil Ostheimer, Wilfried Jakob, Shadi Shahoud, Clemens Duepmeier, and Veit Hagenmeyer
Active Dataset Generation for Meta-learning System Quality Improvement / Alexey Zabashta and Andrey Filchenkov
Do You Really Follow Them? Automatic Detection of Credulous Twitter Users / Alessandro Balestrucci, Rocco De Nicola, Marinella Petrocchi, and Catia Trubiani
User Localization Based on Call Detail Record / Buddhi Ayesha, Bhagya Jeewanthi, Charith Chitraranjan, Amal Shehan Perera, and Amal S. Kumarage
Automatic Ground Truth Dataset Creation for Fake News Detection in Social Media / Danae Pla Karidi, Harry Nakos, and Yannis Stavrakas
Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment / Nebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, and Milan Tuba
A Significantly Faster Elastic-Ensemble for Time-Series Classification / George Oastler and Jason Lines
ALIME: Autoencoder Based Approach for Local Interpretability / Sharath M. Shankaranarayana and Davor Runje
Detection of Abnormal Load Consumption in the Power Grid Using Clustering and Statistical Analysis / Matúš Cuper, Marek Lóderer, and Viera Rozinajová
Deep Convolutional Neural Networks Based on Image Data Augmentation for Visual Object Recognition / Khaoula Jayech
An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition / Paulo J. S. Ferreira, Ricardo M. C. Magalhães, Kemilly Dearo Garcia, João M. P. Cardoso, and João Mendes-Moreira
A Novel Recommendation System for Next Feature in Software / Victor R. Prata, Ronaldo S. Moreira, Luan S. Cordeiro, Átilla N. Maia, Alan R. Martins, Davi A. Leão, C. H. L. Cavalcante, Amauri H. Souza Júnior, and Ajalmar R. Rocha Neto
Meta-learning Based Evolutionary Clustering Algorithm / Dmitry Tomp, Sergey Muravyov, Andrey Filchenkov, and Vladimir Parfenov
Fast Tree-Based Classification via Homogeneous Clustering / George Pardis, Konstantinos I. Diamantaras, Stefanos Ougiaroglou, and Georgios Evangelidis
Ordinal Equivalence Classes for Parallel Coordinates / Alexey Myachin and Boris Mirkin
New Internal Clustering Evaluation Index Based on Line Segments / Juan Carlos Rojas Thomas and Matilde Santos Peñas
Threat Identification in Humanitarian Demining Using Machine Learning and Spectroscopic Metal Detection / Wouter van Verre, Toykan Özdeǧer, Ananya Gupta, Frank J. W. Podd, and Anthony J. Peyton.