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111

TITLE: Using network features for credit scoring in microfinance
AUTHORS: Paraiso, P; Ruiz, S; Gomes, P; Rodrigues, L; Gama, J ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 12, ISSUE: 2

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112

TITLE: A drift detection method based on dynamic classifier selection Full Text
AUTHORS: Pinage, F; dos Santos, EM; Gama, J ;
PUBLISHED: 2020, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 34, ISSUE: 1

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113

TITLE: A scalable saliency-based feature selection method with instance-level information Full Text
AUTHORS: Cancela, B ; Bolon Canedo, V; Alonso Betanzos, A; Gama, J ;
PUBLISHED: 2020, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 192

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114

TITLE: A Study on Imbalanced Data Streams
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2020, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2019, PT II, VOLUME: 1168

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115

TITLE: Assembled Feature Selection for Credit Scoring in Microfinance with Non-traditional Features
AUTHORS: Saulo Ruiz; Pedro Gomes; Luís Rodrigues; João Gama ;
PUBLISHED: 2020, SOURCE: 23rd International Conference on Discovery Science, DS 2020 in Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, VOLUME: 12323

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116

TITLE: AutoML for Stream k-Nearest Neighbors Classification
AUTHORS: Bahri, M; Veloso, B ; Bifet, A; Gama, J ;
PUBLISHED: 2020, SOURCE: 8th IEEE International Conference on Big Data (Big Data) in 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA)

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117

TITLE: BRIGHT-Drift-Aware Demand Predictions for Taxi Networks Full Text
AUTHORS: Saadallah, A; Moreira Matias, L; Sousa, R ; Khiari, J; Jenelius, E; Gama, J ;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 32, ISSUE: 2

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118

TITLE: Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods Full Text
AUTHORS: Saeed Nosratabadi; Amirhosein Mosavi; Duan, P; Pedram Ghamisi; Ferdinand Filip; Shahab S Band; Uwe Reuter; Joao Gama ; Amir H Gandomi;
PUBLISHED: 2020, SOURCE: MATHEMATICS, VOLUME: 8, ISSUE: 10

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119

TITLE: Detecting Geographical Competitive Structure for POI Visit Dynamics
AUTHORS: Teru Fujii; Masahito Kumano; João Gama ; Masahiro Kimura;
PUBLISHED: 2020, SOURCE: 9th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2020 in Complex Networks & Their Applications IX - Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2020, 1-3 December 2020, Madrid, Spain., VOLUME: 944

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