Abstract is missing.
- Novel approach for Label Disambiguation via Deep LearningTiciana L. Coelho da Silva, Natanael da Silva Araujú1, José Antônio Fernandes de Macêdo, David Araújo, Felipe Melo Soares, Paulo A. L. Rego, Aloisio Vieira Lira Neto. 431-442
- On combining dynamic selection, sampling, and pool generators for credit scoringLeopoldo Melo Junior, Franco Maria Nardini, Chiara Renso, José Antônio Fernandes de Macêdo. 443-457
- Comparative Analysis of Features Selection Techniques for Classification in HealthcareShruti Kaushik, Abhinav Choudhury, Ashutosh Kumar Jatav, Nataraj Dasgupta, Sayee Natarajan, Larry A. Pickett, Varun Dutt. 458-472
- Ontology-based Neural Network for Energy Optimization in Data CentersZhan Li, Li Chen, Guan Wng, Feng Zeng, Yun Zhang. 473-487
- Semantic similarity estimation for domain speci?c data using BERT and other techniquesR. Prashanth. 488-499
- Educational Data Mining: A Hybrid Approach to Predicting Academic Performance of StudentsMarlia Nayara Clemente de Almeida Lima, Geovanne Oliveira Alves, Wedson Lino Soares, Roberta Andrade de Araújo Fagundes. 500-514
- On the Vapnik-Chervonenkis Dimension of Binary TablesRoman A. Sizov, Dan A. Simovici. 515-526
- A Streaming Analytics Language for Processing Cyber DataEric L. Goodman, Dirk Grunwald. 527-541
- SumOpinions: Automatic Summarization of Reviews about Tourist PlacesJoão Holanda Freires Junior, José Antônio de Fernandes Macêdo, Igo Ramalho Brilhante. 542-556
- Support Vector Machine with Graphical Network Structures in FeaturesWenqing He, Grace Y. Yi, Li-Pang Chen. 557-570
- Expanding annotated data with informed labels for weak supervisionEura Shin, Samuel Berglin, Jacob D. Furst, Daniela Raicu. 571-584
- Anomaly Detection in Process Signals within Machine Learning and Data Augmentation Approach*Sergey Gavrin, Damir Murzagulov, Alexander Zamyatin. 585-598
- Dynamic Facial Expression Recognition Based on Visual Rhythms and Motion History ImagesJadisha Yarif Ramírez Cornejo, Hélio Pedrini. 599-613
- Data Reduction Effects on Classification Accuracy and Training TimeReham M. Alamro, Abdou S. Youssef. 614-624
- Data Mining Framework to Derive Measures for Road SafetyKatherina Meißner, Julia Rieck. 625-639
- Failure Analysis on Multivariate Time-series Data given Uncertain LabelsHao Huang, Shinjae Yoo, Yunwen Xu. 640-654
- Feature Evaluation for Project Preferences Representation in GitHubThaciana G. O. Cerqueira, Leandro Balby Marinho, Franklin Ramalho. 655-668
- NOV-mRSI: A Novel Algorithm for Minimal Rare Singnificance Itemsets Mining NOT Satisfy the Downward Closure Property in Transactional DatabasesHuan Phan, Bac Le. 669-680
- Deep Convolutional Multi-Stream Network Detection System Applied to Fall Identi?cation in Video SequencesSarah Almeida Carneiro, Gabriel Pellegrino da Silva, Guilherme Vieira Leite, Ricardo Moreno, Silvio Jamil Ferzoli Guimarães, Hélio Pedrini. 681-695
- Edge Detection Using K-means and Run-Based Two-Scan Connected Components labeling adapted for grayscale imagesChen Avni, Maya Herman. 696-703
- The Representation of Wave Trend Direction in Stock Price Time Series via RNNYi Wei, Vipin Chaudhary. 704-717
- Two-Sample Tests for High Dimensional Distributions Using One-Dimensional Random ProjectionsYiBo Zhao, Jin Cao, Ran He. 718-732
- The Computing Algorithm of Barrier Tree Based on the Basin Hopping Graph in RNA StructureZhendong Liu, Gang Li, Patrick Wang. 733-742
- Hyperspectral Remote Temperature Estimation Robust to Atmospheric Variation with Fourier Transform Infrared and Deep LearningSungho Kim, Jungho Kim, JinYong Lee, Junmo Ahn. 743-747
- Binary Sparse Dynamic Time WarpingYoungHa Hwang, Saul B. Gelfand. 748-759
- Applications of Statistical and Machine Learning Time-Series Methods for Predicting Internet UsageNaveksha Sood, Shruti Kaushik, Aditya Nigam, Sriram Kailasam, Dileep D., Varun Dutt. 760-774
- A "Sentimental Analysis" of Computer-Generated PapersDan Lemberg, Zeev Volkovich. 775-781
- Lifetime reward optimization for online ads experimentLiang Dai, Ram Akella. 782-791
- Hierarchical Deep-Fusion Learning Framework for Lung Nodule ClassificationKazim Sekeroglu, Ömer Muhammet Soysal, Xin Li. 792-804
- Object Detection and Classi?cation in Low Resolution Underwater Imagery Using Deep Neural Network and Motion-Inspired FeaturesAhsan Jalal, Ahmad Salman. 805-819
- Modeling and Simulation of UEFA Champions LeagueSaman Muthukumarana, Ninad Khargonkar. 820-832
- Stochastic Optimization of Plain Convolutional Neural Networks with Simple MethodsYahia Saeed Assiri. 833-844
- Annotating Biodiversity Spreadsheets through 5W1H based on Machine LearningIvelize R. Bernardo, Hélio Pedrini, André Santanchè. 845-859
- Topological Structure of Linear Manifold ClusteringArtyom Diky, Robert M. Haralick. 860-874
- Wheat Ear Detection in RGB : and Thermal Images Using Deep Neural NetworksZeljana Grbovic, Marko Panic, Oskar Marko, Sanja Brdar, Vladimir S. Crnojevic. 875-889
- DeepSeed: A Deep Learning Methodology for Automated Soybean Seed Damage ClassificationLuigi Freitas Cruz, Priscila Tiemi Maeda Saito, Pedro Henrique Bugatti. 890-900
- Dynamic Segmentation and Retrieval of Daily Life Activities from Multimodal LifelogsRashmi Gupta, Cathal Gurrin. 901-915
- Evaluation of ARIMA, LSTM and Hybrid models for Multi-Step ahead ForecastingNeha Gupta, Purushothaman Ethiraj. 916-933