João Gama
- Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation
2022/11/24 by S. M. Jesus, José P. Pombal, Jesus, Sérgio +13 · 8 citations
Business, Management and Accounting · Computer Science · #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- A Systematic Review on Long-Tailed Learning
2024/08/01 by Chongsheng Zhang, Zhang, Chongsheng, George Almpanidis +15 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
- Bayesian Federated Learning: A Survey
2023/04/26 by Longbing Cao, Cao, Longbing, Hui Chen +9 · 2 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Forecasting Financial Market Structure from Network Features using Machine Learning
2021/10/22 by Douglas Castilho, Castilho, Douglas, Thársis T. P. Souza +7 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Portfolio Management (q-fin.PM) #Social and Information Networks (cs.SI) #Stock Market Forecasting Methods
- SimTensor: A synthetic tensor data generator
2016/12/09 by Hadi Fanaee‐T, Fanaee-T, Hadi, João Gama +1 · 1 citation
Computer Science · Mathematics · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Mathematical Software (cs.MS) #Numerical Analysis (math.NA) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
- Super-Resolution Analysis for Landfill Waste Classification
2024/04/02 by Matías Molina, Rita P. Ribeiro, Molina, Matias +5 · 1 citation
Engineering · Environmental Science · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications
- DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
2025/02/19 by Afonso Lourenço, João Rodrigo, Lourenço, Afonso +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)