Abstract is missing.
- Orchids Classification Using Spatial Transformer Network with Adaptive ScalingWatcharin Sarachai, Jakramate Bootkrajang, Jeerayut Chaijaruwanich, Samerkae Somhom. 1-10 [doi]
- Scalable Dictionary Classifiers for Time Series ClassificationMatthew Middlehurst, William Vickers, Anthony J. Bagnall. 11-19 [doi]
- Optimization of the Numeric and Categorical Attribute Weights in KAMILA Mixed Data Clustering AlgorithmNádia Junqueira Martarelli, Marcelo Seido Nagano. 20-27 [doi]
- Meaningful Data Sampling for a Faithful Local Explanation MethodPeyman Rasouli, Ingrid Chieh Yu. 28-38 [doi]
- Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based DescriptorMiguel López-Pérez, Adrián Colomer, María Á. Sales, Rafael Molina 0001, Valery Naranjo. 39-46 [doi]
- Adaptive Orthogonal Characteristics of Bio-inspired Neural NetworksNaohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo. 47-59 [doi]
- Using Deep Learning for Ordinal Classification of Mobile Marketing User ConversionLuís Miguel Matos, Paulo Cortez 0001, Rui Castro Mendes, Antoine Moreau. 60-67 [doi]
- Modeling Data Driven Interactions on Property GraphWorapol Alex Pongpech. 68-75 [doi]
- Adaptive Dimensionality Adjustment for Online "Principal Component Analysis"Nico Migenda, Ralf Möller 0002, Wolfram Schenck. 76-84 [doi]
- Relevance Metric for Counterfactuals Selection in Decision TreesRubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Javier M. Moguerza, Alberto Fernández-Isabel. 85-93 [doi]
- Weighted Nearest Centroid NeighbourhoodVíctor Aceña, Javier M. Moguerza, Isaac Martín de Diego, Rubén R. Fernández. 94-101 [doi]
- The Prevalence of Errors in Machine Learning ExperimentsMartin J. Shepperd, Yuchen Guo, Ning Li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, Leila Yousefi. 102-109 [doi]
- A Hybrid Model for Fraud Detection on Purchase OrdersWilliam Ferreira Moreno Oliverio, Allan de Barcelos Silva, Sandro José Rigo, Rodolpho Lopes Bezerra da Costa. 110-120 [doi]
- Users Intention Based on Twitter Features Using Text AnalyticsQadri Mishael, Aladdin Ayesh, Iryna Yevseyeva. 121-128 [doi]
- Mixing Hetero- and Homogeneous Models in Weighted EnsemblesJames Large, Anthony J. Bagnall. 129-136 [doi]
- A Hybrid Approach to Time Series Classification with ShapeletsDavid Guijo-Rubio, Pedro Antonio Gutiérrez, Romain Tavenard, Anthony J. Bagnall. 137-144 [doi]
- An Ensemble Algorithm Based on Deep Learning for Tuberculosis ClassificationAlfonso Hernández, Ángel Panizo, David Camacho. 145-154 [doi]
- A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from RésumésAlessandro Bondielli, Francesco Marcelloni. 155-165 [doi]
- Retrieving and Processing Information from Clinical Algorithm via Formal Concept AnalysisAleksandra Vatian, Anna Tatarinova, Svyatoslav Osipov, Nikolai Egorov, Vitalii Boitsov, Elena Ryngach, Tatiana Treshkur, Anatoly Shalyto, Natalia F. Gusarova. 166-174 [doi]
- Comparative Analysis of Approaches to Building Medical Dialog Systems in RussianAleksandra Vatian, Natalia V. Dobrenko, Nikolai Andreev, Aleksandr Nemerovskii, Anastasia Nevochhikova, Natalia F. Gusarova. 175-183 [doi]
- Tracking Position and Status of Electric Control Switches Based on YOLO DetectorXingang Mou, Jian Cui, Hujun Yin, Xiao Zhou. 184-194 [doi]
- A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification TasksAlberto Manastarla, Leandro A. Silva. 195-207 [doi]
- Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning MethodYi Ren, Kunqing Xie. 208-219 [doi]
- Global Q-Learning Approach for Power Allocation in Femtocell NetworksAbdulmajeed M. Alenezi, Khairi Hamdi. 220-228 [doi]
- Deep Learning and Sensor Fusion Methods for Studying Gait Changes Under Cognitive Load in Males and FemalesAbdullah S. Alharthi, Krikor B. Ozanyan. 229-237 [doi]
- Towards a Robotic Personal Trainer for the ElderlyJaime Andres Rincon, Ângelo Costa, Paulo Novais, Vicente Julián, Carlos Carrascosa. 238-246 [doi]
- Image Quality Constrained GAN for Super-ResolutionJingwen Su, Yao Peng, Hujun Yin. 247-256 [doi]
- Use Case Prediction Using Product Reviews Text ClassificationTinashe Wamambo, Cristina Luca, Arooj Fatima. 257-264 [doi]
- Convolutional Neural Network for Core Sections Identification in Scientific Research PublicationsMuhammad Bello Aliyu, Rahat Iqbal, Anne E. James, Dianabasi Nkantah. 265-273 [doi]
- Knowledge Inference Through Analysis of Human ActivitiesLeandro Oliveira Freitas, Pedro Rangel Henriques, Paulo Novais. 274-281 [doi]
- Representation Learning of Knowledge Graphs with Multi-scale Capsule NetworkJingwei Cheng, Zhi Yang, Jinming Dang, Chunguang Pan, Fu Zhang. 282-290 [doi]
- CNNPSP: Pseudouridine Sites Prediction Based on Deep LearningYong-Xian Fan, YongZhen Li, Huihua Yang, Xiaoyong Pan. 291-301 [doi]
- A Multimodal Approach to Image Sentiment AnalysisAntónio Gaspar, Luís A. Alexandre. 302-309 [doi]
- Joining Items Clustering and Users Clustering for Evidential Collaborative FilteringRaoua Abdelkhalek, Imen Boukhris, Zied Elouedi. 310-318 [doi]
- Conditioned Generative Model via Latent Semantic Controlling for Learning Deep Representation of DataJin Young Kim, Sung-Bae Cho. 319-327 [doi]
- Toward a Framework for Seasonal Time Series Forecasting Using ClusteringColin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier. 328-340 [doi]
- An Evidential Imprecise Answer Aggregation Approach Based on Worker ClusteringLina Abassi, Imen Boukhris. 341-349 [doi]
- Combining Machine Learning and Classical Optimization Techniques in Vehicle to Vehicle Communication NetworkMutasem Hamdan, Khairi Hamdi. 350-358 [doi]
- Adversarial Edit Attacks for Tree DataBenjamin Paaßen. 359-366 [doi]
- Non-stationary Noise Cancellation Using Deep Autoencoder Based on Adversarial LearningKyunghyun Lim, Jin Young Kim, Sung-Bae Cho. 367-374 [doi]
- A Deep Learning-Based Surface Defect Inspection System for Smartphone GlassGwang-Myong Go, Seok-Jun Bu, Sung-Bae Cho. 375-385 [doi]
- Superlinear Speedup of Parallel Population-Based Metaheuristics: A Microservices and Container Virtualization ApproachHatem Khalloof, Phil Ostheimer, Wilfried Jakob, Shadi Shahoud, Clemens Düpmeier, Veit Hagenmeyer. 386-393 [doi]
- Active Dataset Generation for Meta-learning System Quality ImprovementAlexey Zabashta, Andrey Filchenkov. 394-401 [doi]
- Do You Really Follow Them? Automatic Detection of Credulous Twitter UsersAlessandro Balestrucci, Rocco De Nicola, Marinella Petrocchi, Catia Trubiani. 402-410 [doi]
- User Localization Based on Call Detail RecordBuddhi Ayesha, Bhagya Jeewanthi, Charith Chitraranjan, Amal Shehan Perera, Amal Kumarage. 411-423 [doi]
- Automatic Ground Truth Dataset Creation for Fake News Detection in Social MediaDanae Pla Karidi, Harry Nakos, Yannis Stavrakas. 424-436 [doi]
- Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing EnvironmentNebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, Milan Tuba. 437-445 [doi]
- A Significantly Faster Elastic-Ensemble for Time-Series ClassificationGeorge Oastler, Jason Lines. 446-453 [doi]
- ALIME: Autoencoder Based Approach for Local InterpretabilitySharath M. Shankaranarayana, Davor Runje. 454-463 [doi]
- Detection of Abnormal Load Consumption in the Power Grid Using Clustering and Statistical AnalysisMatús Cuper, Marek Lóderer, Viera Rozinajová. 464-475 [doi]
- Deep Convolutional Neural Networks Based on Image Data Augmentation for Visual Object RecognitionKhaoula Jayech. 476-485 [doi]
- An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity RecognitionPaulo J. S. Ferreira, Ricardo M. C. Magalhães, Kemilly Dearo Garcia, João M. P. Cardoso, João Mendes-Moreira. 486-493 [doi]
- A Novel Recommendation System for Next Feature in SoftwareVictor 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, Ajalmar R. da Rocha Neto. 494-501 [doi]
- Meta-learning Based Evolutionary Clustering AlgorithmDmitry Tomp, Sergey Muravyov, Andrey Filchenkov, Vladimir Parfenov. 502-513 [doi]
- Fast Tree-Based Classification via Homogeneous ClusteringGeorge Pardis, Konstantinos I. Diamantaras, Stefanos Ougiaroglou, Georgios Evangelidis. 514-524 [doi]
- Ordinal Equivalence Classes for Parallel CoordinatesAlexey L. Myachin, Boris G. Mirkin. 525-533 [doi]
- New Internal Clustering Evaluation Index Based on Line SegmentsJuan Carlos Rojas Thomas, Matilde Santos Peñas. 534-541 [doi]
- Threat Identification in Humanitarian Demining Using Machine Learning and Spectroscopic Metal DetectionWouter Van Verre, Toykan Özdeger, Ananya Gupta, Frank J. W. Podd, Anthony J. Peyton. 542-549 [doi]