2016
Authors
Bolón Canedo, V; Remeseiro, B; Alonso Betanzos, A; Campilho, A;
Publication
ESANN 2016 - 24th European Symposium on Artificial Neural Networks
Abstract
Machine learning has been well applied and recognized as an effective tool to handle a wide range of real situations, including medical applications. In this scenario, it can help to alleviate problems typically suffered by researchers in this field, such as saving time for practitioners and providing unbiased results. This tutorial is concerned with the use of machine learning techniques to solve different medical problems. We provide a survey of recent methods developed or applied to this context, together with a review of novel contributions to the ESANN 2016 special session on Machine learning for medical applications.
2016
Authors
Tomás, CC; Oliveira, E; Sousa, D; Uba Chupel, M; Furtado, G; Rocha, C; Teixeira, A; Ferreira, P; Alves, C; Gisin, S; Catarino, E; Carvalho, N; Coucelo, T; Bonfim, L; Silva, C; Franco, D; González, JA; Jardim, HG; Silva, R; Baixinho, CL; Presado, MH; Marques, MF; Cardoso, ME; Cunha, M; Mendes, J; Xavier, A; Galhardo, A; Couto, M; Frade, JG; Nunes, C; Mesquita, JR; Nascimento, MS; Gonçalves, G; Castro, C; Mártires, A; Monteiro, MJ; Rainho, C; Caballero, FP; Monago, FM; Guerrero, JT; Monago, RM; Trigo, AP; Gutierrez, ML; Milanés, GM; Reina, MG; Villanueva, AG; Piñero, AS; Aliseda, IR; Ramirez, FB; Ribeiro, A; Quelhas, A; Manso, C; Caballero, FP; Guerrero, JT; Monago, FM; Santos, RB; Jimenez, NR; Nuñez, CG; Gomez, IR; Fernandez, MJL; Marquez, LA; Moreno, AL; Huertas, MJT; Ramirez, FB; Seabra, D; Salvador, MC; Braga, L; Parreira, P; Salgueiro Oliveira, A; Arreguy Sena, C; Oliveira, BF; Henriques, MA; Santos, J; Lebre, S; Marques, A; Festas, C; Rodrigues, S; Ribeiro, A; Lumini, J; Figueiredo, AG; Hernandez Martinez, FJ; Campi, L; Quintana Montesdeoca, MP; Jimenez Diaz, JF; Rodriguez De Vera, BC; Parente, A; Mata, MA; Pereira, AM; Fernandes, A; Brás, M; Pinto, MR; Parreira, P; Basto, ML; Rei, AC; Mónico, LM; Sousa, G; Morna, C; Freitas, O; Freitas, G; Jardim, A; Vasconcelos, R; Horta, LG; Rosa, RS; Kranz, LF; Nugem, RC; Siqueira, MS; Bordin, R; Kniess, R; Lacerda, JT; Guedes, J; Machado, I; Almeida, S; Zilhão, A; Alves, H; Ribeiro, Ó; Amaral, AP; Santos, A; Monteiro, J; Rocha, MC; Cruz, R; Amaral, AP; Lourenço, M; Rocha, MC; Cruz, R; Antunes, S; Mendonça, V; Andrade, I; Osório, N; Valado, A; Caseiro, A; Gabriel, A; Martins, AC; Mendes, F; Cabral, L; Ferreira, M; Gonçalves, A; Luz, TD; Luz, L; Martins, R; Morgado, A; Vale Dias, ML; Porta Nova, R; Fleig, TC; Reuter, ÉM; Froemming, MB; Guerreiro, SL; Carvalho, LL; Guedelha, D; Coelho, P; Pereira, A; Calha, A; Cordeiro, R; Gonçalves, A; Certo, A; Galvão, A; Mata, MA; Welter, A; Pereira, E; Ribeiro, S; Kretzer, M; Jiménez Díaz, J; Jiménez Rodríguez, C; Hernández Martínez, F; Rodríguez De Vera, B; Marques Rodrigues, A; Coelho, P; Bernardes, T; Pereira, A; Sousa, P; Filho, JG; Nazario, N; Kretzer, M; Amaral, O; Garrido, A; Veiga, N; Nunes, C; Pedro, AR; Pereira, C; Almeia, A; Fernandes, HM; Vasconcelos, C; Sousa, N; Reis, VM; Monteiro, MJ; Mendes, R; Pinto, IC; Pires, T; Gama, J; Preto, V; Silva, N; Magalhães, C; Martins, M; Duarte, M; Paúl, C; Martín, I; Pinheiro, AA; Xavier, S; Azevedo, J; Bento, E; Marques, C; Marques, M; Macedo, A; Pereira, AT; Almeida, JP; Almeida, A; Alves, J; Sousa, N; Saavedra, F; Mendes, R; Maia, AS; Oliveira, MT; Sousa, AR; Ferreira, PP; Lopes, LS; Santiago, EC; Monteiro, S; Jesus, Â; Colaço, A; Carvalho, A; Silva, RP; Cruz, A; Ferreira, A; Marques, C; Figueiredo, JP; Paixão, S; Ferreira, A; Lopes, C; Moreira, F; Figueiredo, JP; Ferreira, A; Ribeiro, D; Moreira, F; Figueiredo, JP; Paixão, S; Fernandes, T; Amado, D; Leal, J; Azevedo, M; Ramalho, S; Mangas, C; Ribeiro, J; Gonçalves, R; Nunes, AF; Tuna, AR; Martins, CR; Forte, HD; Costa, C; Tenedório, JA; Santana, P; Andrade, JA; Pinto, JL; Campofiorito, C; Nunes, S; Carmo, A; Kaliniczenco, A; Alves, B; Mendes, F; Jesus, C; Fonseca, F; Gehrke, F; Albuquerque, C; Batista, R; Cunha, M; Madureira, A; Ribeiro, O; Martins, R; Madeira, T; Peixoto Plácido, C; Santos, N; Santos, O; Bergland, A; Bye, A; Lopes, C; Alarcão, V; Goulão, B; Mendonça, N; Nicola, P; Clara, JG; Gomes, J; Querido, A; Tomás, C; Carvalho, D; Cordeiro, M; Rosa, MC; Marques, A; Brandão, D; Ribeiro, Ó; Araújo, L; Paúl, C; Minghelli, B; Richaud, S; Mendes, AL; Marta Simões, J; Trindade, IA; Ferreira, C; Carvalho, T; Cunha, M; Pinto Gouveia, J; Fernandes, MC; Rosa, RS; Nugem, RC; Kranz, LF; Siqueira, MS; Bordin, R; Martins, AC; Medeiros, A; Pimentel, R; Fernandes, A; Mendonça, C; Andrade, I; Andrade, S; Menezes, RL; Bravo, R; Miranda, M; Ugartemendia, L; Tena, JM; Pérez Caballero, FL; Fuentes Broto, L; Rodríguez, AB; Carmen, B; Carneiro, MA; Domingues, JN; Paixão, S; Figueiredo, J; Nascimento, VB; Jesus, C; Mendes, F; Gehrke, F; Alves, B; Azzalis, L; Fonseca, F; Martins, AR; Nunes, A; Jorge, A; Veiga, N; Amorim, A; Silva, A; Martinho, L; Monteiro, L; Silva, R; Coelho, C; Amaral, O; Coelho, I; Pereira, C; Correia, A; Rodrigues, D; Marante, N; Silva, P; Carvalho, S; Araujo, AR; Ribeiro, M; Coutinho, P; Ventura, S; Roque, F; Calvo, C; Reses, M; Conde, J; Ferreira, A; Figueiredo, J; Silva, D; Seiça, L; Soares, R; Mourão, R; Kraus, T; Abreu, AC; Padilha, JM; Alves, JM; Sousa, P; Oliveira, M; Sousa, J; Novais, S; Mendes, F; Pinto, J; Cruz, J; Marques, A; Duarte, H; Dixe, MDA; Sousa, P; Cruz, I; Bastos, F; Pereira, F; Carvalho, FL; Oliveira, TT; Raposo, VR; Rainho, C; Ribeiro, JC; Barroso, I; Rodrigues, V; Neves, C; Oliveira, TC; Oliveira, B; Morais, MC; Baylina, P; Rodrigues, R; Azeredo, Z; Vicente, C; Dias, H; Sim Sim, M; Parreira, P; Salgueiro Oliveira, A; Castilho, A; Melo, R; Graveto, J; Gomes, J; Vaquinhas, M; Carvalho, C; Mónico, L; Brito, N; Sarroeira, C; Amendoeira, J; Cunha, F; Cândido, A; Fernandes, P; Silva, HR; Silva, E; Barroso, I; Lapa, L; Antunes, C; Gonçalves, A; Galvão, A; Gomes, MJ; Escanciano, SR; Freitas, M; Parreira, P; Marôco, J; Fernandes, AR; Cabral, C; Alves, S; Sousa, P; Ferreira, A; Príncipe, F; Seppänen, U; Ferreira, M; Carvalhais, M; Silva, M; Ferreira, M; Silva, J; Neves, J; Costa, D; Santos, B; Duarte, S; Marques, S; Ramalho, S; Mendes, I; Louro, C; Menino, E; Dixe, M; Dias, SS; Cordeiro, M; Tomás, C; Querido, A; Carvalho, D; Gomes, J; Valim, FC; Costa, JO; Bernardes, LG; Prebianchi, H; Rosa, MC; Gonçalves, N; Martins, MM; Kurcgant, P; Vieira, A; Bento, S; Deodato, S; Rabiais, I; Reis, L; Torres, A; Soares, S; Ferreira, M; Graça, P; Leitão, C; Abreu, R; Bellém, F; Almeida, A; Ribeiro Varandas, E; Tavares, A; Frade, JG; Henriques, C; Menino, E; Louro, C; Jordão, C; Neco, S; Morais, C; Ferreira, P; Silva, CR; Brito, A; Silva, A; Duarte, H; Dixe, MDA; Sousa, P; Postolache, G; Oliveira, R; Moreira, I; Pedro, L; Vicente, S; Domingos, S; Postolache, O; Silva, D; Filho, JG; Nazario, N; Kretzer, M; Schneider, D; Marques, FM; Parreira, P; Carvalho, C; Mónico, LM; Pinto, C; Vicente, S; Breda, SJ; Gomes, JH; Melo, R; Parreira, P; Salgueiro, A; Graveto, J; Vaquinhas, M; Castilho, A; Jesus, Â; Duarte, N; Lopes, JC; Nunes, H; Cruz, A; Salgueiro Oliveira, A; Parreira, P; Basto, ML; Braga, LM; Ferreira, A; Araújo, B; Alves, JM; Ferreira, M; Carvalhais, M; Silva, M; Novais, S; Sousa, AS; Ferrito, C; Ferreira, PL; Rodrigues, A; Ferreira, M; Oliveira, I; Ferreira, M; Neves, J; Costa, D; Duarte, S; Silva, J; Santos, B; Martins, C; Macedo, AP; Araújo, O; Augusto, C; Braga, F; Gomes, L; Silva, MA; Rosário, R; Pimenta, L; Carreira, D; Teles, P; Barros, T; Tomás, C; Querido, A; Carvalho, D; Gomes, J; Cordeiro, M; Carvalho, D; Querido, A; Tomás, C; Gomes, J; Cordeiro, M; Jácome, C; Marques, A; Capelas, S; Hall, A; Alves, D; Lousada, M; Loureiro, MH; Camarneiro, A; Silva, M; Mendes, A; Pedreiro, A; G.Silva, A; Coelho, ES; Melo, F; Ribeiro, F; Torres, R; Costa, R; Pinho, T; Jácome, C; Marques, A; Cruz, B; Seabra, D; Carreiras, D; Ventura, M; Cruz, x; Brooks, D; Marques, A; Pinto, MR; Parreira, P; Lima Basto, M; Neves, M; Mónico, LM; Bizarro, C; Cunha, M; Galhardo, A; Margarida, C; Amorim, AP; Silva, E; Cruz, S; Padilha, JM; Valente, J; Guerrero, JT; Caballero, FP; Santos, RB; Gonzalez, EP; Monago, FM; Ugalde, LU; Vélez, MM; Tena, MJ; Guerrero, JT; Bravo, R; Pérez Caballero, FL; Becerra, IA; Agudelo, ME; Acedo, G; Bajo, R; Malheiro, I; Gaspar, F; Barros, L; Furtado, G; Uba Chupel, M; Marques, M; Rama, L; Braga, M; Ferreira, JP; Teixeira, AM; Cruz, J; Barbosa, T; Simões, Â; Coelho, L; Rodrigues, A; Jiménez Díaz, J; Martinez Hernandez, F; Rodriguez De Vera, B; Ferreira, P; Rodrigues, A; Ramalho, A; Petrica, J; Mendes, P; Serrano, J; Santo, I; Rosado, A; Mendonça, P; Freitas, K; Ferreira, D; Brito, A; Fernandes, R; Gomes, S; Moreira, F; Pinho, C; Oliveira, R; Oliveira, AI; Mendonça, P; Casimiro, AP; Martins, P; Silva, I; Evangelista, D; Leitão, C; Velosa, F; Carecho, N; Coelho, L; Menino, E; Dixe, A; Catarino, H; Soares, F; Gama, E; Gordo, C; Moreira, E; Midões, C; Santos, M; Machado, S; Oliveira, VP; Santos, M; Querido, A; Dixe, A; Marques, R; Charepe, Z; Antunes, A; Santos, S; Rosa, MC; Rosa, MC; Marques, SF; Minghelli, B; CaroMinghelli, E; Luís, MJ; Brandão, T; Mendes, P; Marinho, D; Petrica, J; Monteiro, D; Paulo, R; Serrano, J; Santo, I; Monteiro, L; Ramalho, F; Santos Rocha, R; Morgado, S; Bento, T; Sousa, G; Freitas, O; Silva, I; Freitas, G; Morna, C; Vasconcelos, R; Azevedo, T; Soares, S; Pisco, J; Ferreira, PP; Olszewer, EO; Oliveira, MT; Sousa, AR; Maia, AS; Oliveira, ST; Santos, E; Oliveira, AI; Maia, C; Moreira, F; Santos, J; Mendes, MF; Oliveira, RF; Pinho, C; Barreira, E; Pereira, A; Vaz, JA; Novo, A; Silva, LD; Maia, B; Ferreira, E; Pires, F; Andrade, R; Camarinha, L; Silva, LD; Maia, B; Ferreira, E; Pires, F; Andrade, R; Camarinha, L; César, AF; Poço, M; Ventura, D; Loura, R; Gomes, P; Gomes, C; Silva, C; Melo, E; Lindo, J; Domingos, J; Mendes, Z; Poeta, S; Carvalho, T; Tomás, C; Catarino, H; Dixe, MA; Ramalho, A; Rosado, A; Mendes, P; Paulo, R; Garcia, I; Petrica, J; Rodrigues, S; Meneses, R; Afonso, C; Faria, L; Seixas, A; Cordeiro, M; Granjo, P; Gomes, JC; Souza, NR; Furtado, GE; Rocha, SV; Silva, P; Carvalho, J; Morais, MA; Santos, S; Lebre, P; Antunes, A; Calha, A; Xavier, A; Cunha, M; Pinto Gouveia, J; Alencar, L; Cunha, M; Madureira, A; Cardoso, I; Galhardo, A; Daniel, F; Rodrigues, V; Luz, L; Luz, T; Ramos, MR; Medeiros, DC; Carmo, BM; Seabra, A; Padez, C; Silva, MC; Rodrigues, A; Coelho, P; Coelho, A; Caminha, M; Matheus, F; Mendes, E; Correia, J; Kretzer, M; Hernandez Martinez, FJ; Jimenez Diaz, JF; Rodriguez De Vera, BC; Jimenez Rodriguez, C; Armas Gonzalez, Y; Rodrigues, C; Pedroso, R; Apolinário Hagen, J; Vehreschild, V; Veloso, M; Magalhães, C; Cabral, I; Ferraz, M; Nave, F; Costa, E; Matos, F; Pacheco, J; Dias, A; Pereira, C; Duarte, J; Cunha, M; Silva, D; Mónico, LM; Alferes, VR; Brêda, MSJ; Carvalho, C; Parreira, PM; Morais, MC; Ferreira, P; Pimenta, R; Boavida, J; Pinto, IC; Pires, T; Silva, C; Ribeiro, M; Viega Branco, M; Pereira, F; Pereira, AM; Almeida, FM; Estevez, GL; Ribeiro, S; Kretzer, MR; João, PV; Nogueira, P; Novais, S; Pereira, A; Carneiro, L; Mota, M; Cruz, R; Santiago, L; Fontes Ribeiro, C; Furtado, G; Rocha, SV; Coutinho, AP; Neto, JS; Vasconcelos, LR; Souza, NR; Dantas, E; Dinis, A; Carvalho, S; Castilho, P; Pinto Gouveia, J; Sarreira Santos, A; Figueiredo, A; Medeiros Garcia, L; Seabra, P; Rodrigues, R; Morais, MC; Fernandes, PO; Santiago, C; Figueiredo, MH; Basto, ML; Guimarães, T; Coelho, A; Graça, A; Silva, AM; Fonseca, AR; Vale Dias, L; Minas, B; Franco Borges, G; Simões, C; Santos, S; Serra, A; Matos, M; Jesus, L; Tavares, AS; Almeida, A; Leitão, C; Varandas, E; Abreu, R; Bellém, F; Trindade, IA; Ferreira, C; Pinto Gouveia, J; Marta Simões, J; Amaral, O; Miranda, C; Guimarães, P; Gonçalves, R; Veiga, N; Pereira, C; Fleig, TC; San Martin, EA; Goulart, CL; Schneiders, PB; Miranda, NF; Carvalho, LL; Silva, AG; Topa, J; Nogueira, C; Neves, S; Ventura, R; Nazaré, C; Brandão, D; Freitas, A; Ribeiro, Ó; Paúl, C; Mercê, C; Branco, M; Almeida, P; Nascimento, D; Pereira, J; Catela, D; Rafael, H; Reis, AC; Mendes, A; Valente, AR; Lousada, M; Sousa, D; Baltazar, AL; Loureiro, MH; Oliveira, A; Aparício, J; Marques, A; Marques, A; Oliveira, A; Neves, J; Ayoub, R; Sousa, L; Marques Vieira, C; Severino, S; José, H; Cadorio, I; Lousada, M; Cunha, M; Andrade, D; Galhardo, A; Couto, M; Mendes, F; Domingues, C; Schukg, S; Abrantes, AM; Gonçalves, AC; Sales, T; Teixo, R; Silva, R; Estrela, J; Laranjo, M; Casalta Lopes, J; Rocha, C; Simões, PC; Sarmento Ribeiro, AB; Botelho, MF; Rosa, MS; Fonseca, V; Colaço, D; Neves, V; Jesus, C; Hesse, C; Rocha, C; Osório, N; Valado, A; Caseiro, A; Gabriel, A; Svensson, L; Mendes, F; Siba, WA; Pereira, C; Tomaz, J; Carvalho, T; Pinto Gouveia, J; Cunha, M; Duarte, D; Lopes, NV; Fonseca Pinto, R; Duarte, D; Lopes, NV; Fonseca Pinto, R; Martins, AC; Brandão, P; Martins, L; Cardoso, M; Morais, N; Cruz, J; Alves, N; Faria, P; Mateus, A; Morouço, P; Alves, N; Ferreira, N; Mateus, A; Faria, P; Morouço, P; Malheiro, I; Gaspar, F; Barros, L; Parreira, P; Cardoso, A; Mónico, L; Carvalho, C; Lopes, A; Salgueiro Oliveira, A; Seixas, A; Soares, V; Dias, T; Vardasca, R; Gabriel, J; Rodrigues, S; Paredes, H; Reis, A; Marinho, S; Filipe, V; Lains, J; Barroso, J; Da Motta, C; Carvalho, CB; Pinto Gouveia, J; Peixoto, E; Gomes, AA; Costa, V; Couto, D; Marques, DR; Leitão, JA; Tavares, J; Azevedo, MH; Silva, CF; Freitas, J; Parreira, P; Marôco, J; Garcia Gordillo, MA; Collado Mateo, D; Chen, G; Iezzi, A; Sala, JA; Parraça, JA; Gusi, N; Sousa, J; Marques, M; Jardim, J; Pereira, A; Simões, S; Cunha, M; Sardo, P; Guedes, J; Lindo, J; Machado, P; Melo, E; Carvalho, CB; Benevides, J; Sousa, M; Cabral, J; Da Motta, C; Pereira, AT; Xavier, S; Azevedo, J; Bento, E; Marques, C; Carvalho, R; Marques, M; Macedo, A; Silva, AM; Alves, J; Gomes, AA; Marques, DR; Azevedo, MH; Silva, C; Mendes, A; Lee, HD; Spolaôr, N; Oliva, JT; Chung, WF; Fonseca Pinto, R; Bairros, K; Silva, CD; Souza, CA; Schroeder, SS; Araújo, E; Monteiro, H; Costa, R; Dias, SS; Torgal, J; Henriques, CG; Santos, L; Caceiro, EF; Ramalho, SA; Oliveira, R; Afreixo, V; Santos, J; Mota, P; Cruz, A; Pimentel, F; Marques, R; Dixe, MA; Querido, A; Sousa, P; Benevides, J; Da Motta, C; Sousa, M; Caldeira, SN; Carvalho, CB; Querido, A; Tomás, C; Carvalho, D; Gomes, J; Cordeiro, M; Costa, JO; Valim, FC; Ribeiro, LC; Charepe, Z; Querido, A; Figueiredo, MH; Aquino, PS; Ribeiro, SG; Pinheiro, AB; Lessa, PA; Oliveira, MF; Brito, LS; Pinto, ÍN; Furtado, AS; Castro, RB; Aquino, CQ; Martins, ES; Pinheiro, AB; Aquino, PS; Oliveira, LL; Pinheiro, PC; Sousa, CR; Freitas, VA; Silva, TM; Lima, AS; Aquino, CQ; Andrade, KV; Oliveira, CA; Vidal, EF; Ganho Ávila, A; Moura Ramos, M; Gonçalves, Ó; Almeida, J; Silva, A; Brito, I; Amado, J; Rodrigo, A; Santos, S; Gomes, F; Rosa, MC; Marques, SF; Luís, S; Cavalheiro, L; Ferreira, P; Gonçalves, R; Lopes, RS; Cavalheiro, L; Ferreira, P; Gonçalves, R; Fiorin, BH; Santos, MS; Oliveira, ES; Moreira, RL; Oliveira, EA; Filho, BL; Palmeira, L; Garcia, T; Pinto Gouveia, J; Cunha, M; Cardoso, S; Palmeira, L; Cunha, M; Pinto Gouveia, J; Marta Simões, J; Mendes, AL; Trindade, IA; Oliveira, S; Ferreira, C; Mendes, AL; Marta Simões, J; Trindade, IA; Ferreira, C; Nave, F; Campos, M; Gaudêncio, I; Martins, F; Ferreira, L; Lopes, N; Fonseca Pinto, R; Rodrigues, R; Azeredo, Z; Vicente, C; Silva, J; Sousa, P; Marques, R; Mendes, I; Rodrigues, R; Azeredo, Z; Vicente, C; Vardasca, R; Marques, AR; Seixas, A; Carvalho, R; Gabriel, J; Ferreira, PP; Oliveira, MT; Sousa, AR; Maia, AS; Oliveira, ST; Costa, PO; Silva, MM; Arreguy Sena, C; Alvarenga Martins, N; Pinto, PF; Oliveira, DC; Parreira, PD; Gomes, AT; Braga, LM; Araújo, O; Lage, I; Cabrita, J; Teixeira, L; Marques, R; Dixe, MA; Querido, A; Sousa, P; Silva, S; Cordeiro, E; Pimentel, J; Ferro Lebres, V; Souza, JA; Tavares, M; Dixe, MA; Sousa, P; Passadouro, R; Peralta, T; Ferreira, C; Lourenço, G; Serrano, J; Petrica, J; Paulo, R; Honório, S; Mendes, P; Simões, A; Carvalho, L; Pereira, A; Silva, S; Sousa, P; Padilha, JM; Figueiredo, D; Valente, C; Marques, A; Ribas, P; Sousa, J; Brandão, F; Sousa, C; Martins, M; Sousa, P; Marques, R; Mendes, F; Fernandes, R; Martins, E; Magalhães, C; Araújo, P; Grande, C; Mata, MA; Vieitez, JG; Bianchini, B; Nazario, N; Filho, JG; Kretzer, M; Costa, T; Almeida, A; Baffour, G; Almeida, A; Costa, T; Baffour, G; Azeredo, Z; Laranjeira, C; Guerra, M; Barbeiro, AP; Ferreira, R; Lopes, S; Nunes, L; Mendes, A; Martins, J; Schneider, D; Kretzer, M; Magajewski, F; Soares, C; Marques, A; Batista, M; Castuera, RJ; Mesquita, H; Faustino, A; Santos, J; Honório, S; Vizzotto, BP; Frigo, L; Pivetta, HF; Sardo, D; Martins, C; Abreu, W; Figueiredo, MC; Batista, M; Jimenez Castuera, R; Petrica, J; Serrano, J; Honório, S; Paulo, R; Mendes, P; Sousa, P; Marques, R; Faustino, A; Silveira, P; Serrano, J; Paulo, R; Mendes, P; Honório, S; Oliveira, C; Bastos, F; Cruz, I; Rodriguez, CK; Kretzer, MR; Nazário, NO; Cruz, P; Vaz, DC; Ruben, RB; Avelelas, F; Silva, S; Campos, MJ; Almeida, M; Gonçalves, L; Antunes, L; Sardo, P; Guedes, J; Simões, J; Machado, P; Melo, E; Cardoso, S; Santos, O; Nunes, C; Loureiro, I; Santos, F; Alves, G; Soar, C; Marsi, TO; Silva, E; Pedrosa, D; Leça, A; Silva, D; Galvão, A; Gomes, M; Fernandes, P; Noné, A; Combadão, J; Ramalhete, C; Figueiredo, P; Caeiro, P; Fontana, KC; Lacerda, JT; Machado, PO; Borges, R; Barbosa, F; Sá, D; Brunhoso, G; Aparício, G; Carvalho, A; Garcia, AP; Fernandes, PO; Santos, A; Veiga, N; Brás, C; Carvalho, I; Batalha, J; Glória, M; Bexiga, F; Coelho, I; Amaral, O; Pereira, C; Pinho, C; Paraíso, N; Oliveira, AI; Lima, CF; Dias, AP; Silva, P; Espada, M; Marques, M; Pereira, A; Pereira, AM; Veiga Branco, M; Pereira, F; Ribeiro, M; Lima, V; Oliveira, AI; Pinho, C; Cruz, G; Oliveira, RF; Barreiros, L; Moreira, F; Camarneiro, A; Loureiro, MH; Silva, M; Duarte, C; Jesus, Â; Cruz, A; Mota, M; Novais, S; Nogueira, P; Pereira, A; Carneiro, L; João, PV; Lima, TM; Salgueiro Oliveira, A; Vaquinhas, M; Parreira, P; Melo, R; Graveto, J; Castilho, A; Gomes, JH; Medina, MS; Blanco, VG; Santos, O; Lopes, E; Virgolino, A; Dinis, A; Ambrósio, S; Almeida, I; Marques, T; Heitor, MJ; Garcia Gordillo, MA; Collado Mateo, D; Olivares, PR; Parraça, JA; Sala, JA; Castilho, A; Graveto, J; Parreira, P; Oliveira, A; Gomes, JH; Melo, R; Vaquinhas, M; Cheio, M; Cruz, A; Pereira, OR; Pinto, S; Oliveira, A; Manso, MC; Sousa, C; Vinha, AF; Machado, MM; Vieira, M; Fernandes, B; Tomás, T; Quirino, D; Desouzart, G; Matos, R; Bordini, M; Mouroço, P; Matos, AR; Serapioni, M; Guimarães, T; Fonseca, V; Costa, A; Ribeiro, J; Lobato, J; Martin, IZ; Björklund, A; Tavares, AI; Ferreira, P; Passadouro, R; Morgado, S; Tavares, N; Valente, J; Martins, AC; Araújo, P; Fernandes, R; Mendes, F; Magalhães, C; Martins, E; Mendes, P; Paulo, R; Faustino, A; Mesquita, H; Honório, S; Batista, M; Lacerda, JT; Ortiga, AB; Calvo, MC; Natal, S; Pereira, M; Ferreira, M; Prata, AR; Nelas, P; Duarte, J; Carneiro, J; Oliveira, AI; Pinho, C; Couto, C; Oliveira, RF; Moreira, F; Maia, AS; Oliveira, MT; Sousa, AR; Ferreira, PP; Souza, GM; Almada, LF; Conceição, MA; Santiago, EC; Rodrigues, S; Domingues, G; Ferreira, I; Faria, L; Seixas, A; Costa, AR; Jesus, Â; Cardoso, A; Meireles, A; Colaço, A; Cruz, A; Vieira, VL; Vincha, KR; Cervato Mancuso, AM; Faria, M; Reis, C; Cova, MP; Ascenso, RT; Almeida, HA; Oliveira, EG; Santana, M; Pereira, R; Oliveira, EG; Almeida, HA; Ascenso, RT; Jesus, R; Tapadas, R; Tim Tim, C; Cezanne, C; Lagoa, M; Dias, SS; Torgal, J; Lopes, J; Almeida, H; Amado, S; Carrão, L; Cunha, M; Saboga Nunes, L; Albuquerque, C; Ribeiro, O; Oliveira, S; Morais, MC; Martins, E; Mendes, F; Fernandes, R; Magalhães, C; Araújo, P; Pedro, AR; Amaral, O; Escoval, A; Assunção, V; Luís, H; Luís, L; Apolinário Hagen, J; Vehreschild, V; Fotschl, U; Lirk, G; Martins, AC; Andrade, I; Mendes, F; Mendonça, V; Antunes, S; Andrade, I; Osório, N; Valado, A; Caseiro, A; Gabriel, A; Martins, AC; Mendes, F; Silva, PA; Mónico, LM; Parreira, PM; Carvalho, C; Carvalho, C; Parreira, PM; Mónico, LM; Ruivo, J; Silva, V; Sousa, P; Padilha, JM; Ferraz, V; Aparício, G; Duarte, J; Vasconcelos, C; Almeida, A; Neves, J; Correia, T; Amorim, H; Mendes, R; Saboga Nunes, L; Cunha, M; Albuquerque, C; Pereira, ES; Santos, LS; Reis, AS; Silva, HR; Rombo, J; Fernandes, JC; Fernandes, P; Ribeiro, J; Mangas, C; Freire, A; Silva, S; Francisco, I; Oliveira, A; Catarino, H; Dixe, MA; Louro, MC; Lopes, S; Dixe, A; Dixe, MA; Menino, E; Catarino, H; Soares, F; Oliveira, AP; Gordo, S; Kraus, T; Tomás, C; Queirós, P; Rodrigues, T; Sousa, P; Frade, JG; Lobão, C; Moura, CB; Dreyer, LC; Meneghetti, V; Cabral, PP; Pinto, F; Sousa, P; Esteves, MR; Galvão, S; Tytgat, I; Andrade, I; Osório, N; Valado, A; Caseiro, A; Gabriel, A; Martins, AC; Mendes, F; Casas Novas, M; Bernardo, H; Andrade, I; Sousa, G; Sousa, AP; Rocha, C; Belo, P; Osório, N; Valado, A; Caseiro, A; Gabriel, A; Martins, AC; Mendes, F; Martins, F; Pulido Fuentes, M; Barroso, I; Cabral, G; Monteiro, MJ; Rainho, C; Prado, A; Carvalho, YM; Campos, M; Moreira, L; Ferreira, J; Teixeira, A; Rama, L; Campos, M; Moreira, L; Ferreira, J; Teixeira, A; Rama, L;
Publication
BMC HEALTH SERVICES RESEARCH
Abstract
Background: Malnutrition is a modifiable risk factor for several diseases among elderly. To develop appropriate nutrition policies to decrease malnutrition, up-to-date information on the dimension of the problem is warranted. Objective: To estimate the prevalence of malnutrition among Portuguese elderly (65+ years old) resident in nursing homes.
2016
Authors
de Freitas, NB; Jacobina, CB; Maia, ACN; Oliveira, AC;
Publication
2016 IEEE Energy Conversion Congress and Exposition (ECCE)
Abstract
2016
Authors
Boashash B.; Touati S.; Flandrin P.; Hlawatsch F.; Tauböck G.; Oliveira P.M.; Barroso V.; Baraniuk R.; Jones G.; Matz G.; Hlawatsch F.; Alieva T.; Bastiaans M.J.; Galleani L.; Boudraa A.O.; Salzenstein F.; Akan A.;
Publication
Time-Frequency Signal Analysis and Processing: A Comprehensive Reference
Abstract
2016
Authors
Vanhoucke, M; Coelho, J; Batselier, J;
Publication
Journal of Modern Project Management
Abstract
In this paper, an overview is given of the project data instances available in the literature to carry out academic research in the field of integrated project management and control. This research field aims at integrating static planning methods and risk analyses with dynamic project control methodologies using the state-of-the-art knowledge from literature and the best practices from the professional project management discipline. Various subtopics of this challenging discipline have been investigated from different angles, each time using project data available in literature, obtained from project data generators or based on a sample of empirical case studies. This paper gives an overall overview of the wide variety of project data that are available and are used in various research publications. It will be shown how the combination of artificial data and empirical data leads to improved knowledge on and deeper insights into the structure and characteristics of projects useful for academic research and professional use. While the artificial data can be best used to test novel ideas under a strict design in a controlled academic environment, empirical data can serve as the necessary validation step to translate the academic research results into practical ideas, aiming at narrowing the bridge between the theoretical knowledge and practical relevance. A summary of the available project data discussed in this paper can be downloaded from http://www.projectmanagement.ugent.be/research/data.
2016
Authors
Vieira, B; Viana, A; Matos, M; Pedroso, JP;
Publication
ELECTRIC POWER SYSTEMS RESEARCH
Abstract
The integration of wind power in electricity generation brings new challenges to the unit commitment problem, as a result of the random nature of the wind speed. The scheduling of thermal generation units at the day-ahead stage is usually based on wind power forecasts. Due to technical limitations of thermal units, deviations from those forecasts during intra-day operations may lead to unwanted consequences, such as load shedding and increased operating costs. Wind power forecasting uncertainty has been handled in practice by means of conservative stochastic scenario-based optimization models, or through additional operating reserve settings. However, generation companies may have different attitudes towards the risks associated to wind power variability. In this paper, operating costs and load shedding are modeled by non-linear utility functions aggregated into a single additive utility function of a multi-objective model. Computational experiments have been done to validate the approach: firstly we test our model for the wind-thermal unit commitment problem and, in a second stage, pumped storage hydro units are added, leading to a model with wind-hydro-thermal coordination. Results have shown that the proposed methodology is able to correctly reflect different risk profiles of decision makers for both models.
The access to the final selection minute is only available to applicants.
Please check the confirmation e-mail of your application to obtain the access code.