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1

Discovering a taste for the unusual: exceptional models for preference mining

de Sá, Cláudio Rebelo, Duivesteijn, Wouter, Azevedo, Paulo, Jorge, Alípio Mário, Soares, Carlos, Knobbe, Arno

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.55 MB

english, 2018

2

Survey of Temporal Information Retrieval and Related Applications

Campos, Ricardo, Dias, Gaël, Jorge, Alípio M., Jatowt, Adam

Journal:

ACM Computing Surveys

Year:

2014

Language:

english

File:

PDF, 1.20 MB

english, 2014

3

A Hybrid Recommender System for Improving Automatic Playlist Continuation

Gatzioura, Anna, Vinagre, Joao, Jorge, Alipio Mario, Sanchez-Marre, Miquel

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2019

Language:

english

File:

PDF, 1.37 MB

english, 2019

4

Data science applications in oil and gas exploration: an in-depth perspective

Nikhalat Jahromi, Hamed, Jorge, Alípio Mário

Journal:

Proceedings of the ICE - Energy

Year:

2019

Language:

english

File:

PDF, 901 KB

english, 2019

5

[ACM Press the Ninth International C* Conference - Porto, Portugal (2016.07.20-2016.07.22)] Proceedings of the Ninth International C* Conference on Computer Science & Software Engineering - C3S2E '16 - Assessing topic discovery evaluation measures on Facebook publications of political activists in Brazil

Pasquali, Arian, Canavarro, Marcela, Campos, Ricardo, Jorge, Alípio M.

Year:

2016

Language:

english

File:

PDF, 256 KB

english, 2016

6

Diagnostic Imaging of Inflammatory Myopathies: New Concepts and a Radiological Approach

Guimarães, Júlio Brandão, Nico, Marcelo A., Omond, Alípio G., Aivazoglou, Laís Uyeda, Jorge, Rafael Baches, Zanoteli, Edmar, Fernandes, Artur R. C.

Journal:

Current Rheumatology Reports

Year:

2019

Language:

english

File:

PDF, 9.26 MB

english, 2019

7

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2005 Volume 3721 || Elastic Partial Matching of Time Series

Jorge, Alípio Mário, Torgo, Luís, Brazdil, Pavel, Camacho, Rui, Gama, João

Year:

2005

Language:

english

File:

PDF, 269 KB

english, 2005

8

Online bagging for recommender systems

Vinagre, João, Jorge, Alípio Mário, Gama, João

Journal:

Year:

2018

Language:

english

File:

PDF, 1.78 MB

english, 2018

9

YAKE! Keyword extraction from single documents using multiple local features

Campos, Ricardo, Mangaravite, Vítor, Pasquali, Arian, Jorge, Alípio, Nunes, Célia, Jatowt, Adam

Journal:

Information Sciences

Year:

2020

File:

PDF, 3.83 MB

2020

10

Data science applications in oil and gas exploration: an in-depth perspective

Nikhalat Jahromi, Hamed, Jorge, Alípio Mário

Journal:

Proceedings of the ICE - Energy

Year:

2019

File:

PDF, 901 KB

2019

11

[ACM Press the 13th ACM Conference - Copenhagen, Denmark (2019.09.16-2019.09.20)] Proceedings of the 13th ACM Conference on Recommender Systems - RecSys '19 - ORSUM 2019 2nd workshop on online recommender systems and user modeling

Vinagre, João, Jorge, Alípio Mário, Bifet, Albert, Al-Ghossein, Marie

Year:

2019

Language:

english

File:

PDF, 458 KB

english, 2019

12

Forgetting mechanisms for scalable collaborative filtering

João Vinagre, Alípio Mário Jorge

Journal:

Journal of the Brazilian Computer Society

Year:

2012

Language:

english

File:

PDF, 771 KB

english, 2012

13

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2005 Volume 3721 || Protein Sequence Pattern Mining with Constraints

Jorge, Alípio Mário, Torgo, Luís, Brazdil, Pavel, Camacho, Rui, Gama, João

Year:

2005

Language:

english

File:

PDF, 483 KB

english, 2005

14

Guest Editors introduction: special issue of the ECMLPKDD 2015 journal track

Bielza, Concha, Gama, João, Jorge, Alípio, Žliobaitė, Indrė

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 731 KB

english, 2015

15

Design of an end-to-end method to extract information from tables

Ana Costa e Silva, Alípio M. Jorge, Luís Torgo

Journal:

International Journal on Document Analysis and Recognition (IJDAR)

Year:

2006

Language:

english

File:

PDF, 1.44 MB

english, 2006

16

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9285 || Towards Computation of Novel Ideas from Corpora of Scientific Text

Appice, Annalisa, Rodrigues, Pedro Pereira, Santos Costa, Vítor, Gama, João, Jorge, Alípio, Soares, Carlos

Year:

2015

Language:

english

File:

PDF, 687 KB

english, 2015

17

YAKE! Keyword extraction from single documents using multiple local features

Campos, Ricardo, Mangaravite, Vítor, Pasquali, Arian, Jorge, Alípio, Nunes, Célia, Jatowt, Adam

Journal:

Information Sciences

Year:

2020

Language:

english

File:

PDF, 3.83 MB

english, 2020

18

[Lecture Notes in Computer Science] Machine Learning: ECML 2005 Volume 3720 || Neural Fitted Q Iteration – First Experiences with a Data Efficient Neural Reinforcement Learning Method

Gama, João, Camacho, Rui, Brazdil, Pavel B., Jorge, Alípio Mário, Torgo, Luís

Year:

2005

Language:

english

File:

PDF, 379 KB

english, 2005

19

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2005 Volume 3721 ||

Jorge, Alípio Mário, Torgo, Luís, Brazdil, Pavel, Camacho, Rui, Gama, João

Year:

2005

Language:

english

File:

PDF, 12.82 MB

english, 2005

20

[Lecture Notes in Computer Science] Discovery Science Volume 5808 || Towards an Ontology of Data Mining Investigations

Gama, João, Costa, Vítor Santos, Jorge, Alípio Mário, Brazdil, Pavel B.

Year:

2009

Language:

english

File:

PDF, 751 KB

english, 2009

21

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9284 || Discovering Opinion Spammer Groups by Network Footprints

Appice, Annalisa, Rodrigues, Pedro Pereira, Santos Costa, Vítor, Soares, Carlos, Gama, João, Jorge, Alípio

Year:

2015

Language:

english

File:

PDF, 889 KB

english, 2015

22

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9284 || Hash Function Learning via Codewords

Appice, Annalisa, Rodrigues, Pedro Pereira, Santos Costa, Vítor, Soares, Carlos, Gama, João, Jorge, Alípio

Year:

2015

Language:

english

File:

PDF, 587 KB

english, 2015

23

[IEEE 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Sydney, Australia (2008.12.9-2008.12.12)] 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - The Impact of Contextual Information on the Accuracy of Existing Recommender Systems for Web Personalization

Domingues, Marcos A., Jorge, Alípio M., Soares, Carlos

Year:

2008

Language:

english

File:

PDF, 258 KB

english, 2008

24

[ACM Press the Ninth International C* Conference - Porto, Portugal (2016.07.20-2016.07.22)] Proceedings of the Ninth International C* Conference on Computer Science & Software Engineering - C3S2E '16 - An Overview of Evolutionary Computing for Interpretation in the Oil and Gas Industry

Lopes, Rui L., Nikhalat-Jahromi, Hamed, Jorge, Alípio M.

Year:

2016

Language:

english

File:

PDF, 199 KB

english, 2016

25

Ensembles of jittered association rule classifiers

Paulo J. Azevedo, Alípio Mário Jorge

Journal:

Data Mining and Knowledge Discovery

Year:

2010

Language:

english

File:

PDF, 374 KB

english, 2010

26

[IEEE 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Lyon, France (2011.08.22-2011.08.27)] 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Exploiting Additional Dimensions as Virtual Items on Top-N Recommender Systems

Domingues, Marcos Aurelio, Jorge, Alipio M´rio, Soares, Carlos

Year:

2011

Language:

english

File:

PDF, 257 KB

english, 2011

27

[ACM Press the 30th Annual ACM Symposium - Salamanca, Spain (2015.04.13-2015.04.17)] Proceedings of the 30th Annual ACM Symposium on Applied Computing - SAC '15 - Accelerating recommender systems using GPUs

Rodrigues, André Valente, Jorge, Alípio, Dutra, Inês

Year:

2015

Language:

english

File:

PDF, 1.48 MB

english, 2015

28

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9284 || Difference Target Propagation

Appice, Annalisa, Rodrigues, Pedro Pereira, Santos Costa, Vítor, Soares, Carlos, Gama, João, Jorge, Alípio

Year:

2015

Language:

english

File:

PDF, 730 KB

english, 2015

29

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9284 || When is Undersampling Effective in Unbalanced Classification Tasks?

Appice, Annalisa, Rodrigues, Pedro Pereira, Santos Costa, Vítor, Soares, Carlos, Gama, João, Jorge, Alípio

Year:

2015

Language:

english

File:

PDF, 1.59 MB

english, 2015

30

[ACM Press the Ninth International C* Conference - Porto, Portugal (2016.07.20-2016.07.22)] Proceedings of the Ninth International C* Conference on Computer Science & Software Engineering - C3S2E '16 - Automatic Classification of Anuran Sounds Using Convolutional Neural Networks

Colonna, Juan, Peet, Tanel, Ferreira, Carlos Abreu, Jorge, Alípio M., Gomes, Elsa Ferreira, Gama, João

Year:

2016

Language:

english

File:

PDF, 468 KB

english, 2016

31

Structural Properties of the Bimetallic Cluster Au12Ag6 on the NOx (x=1,2,3) Adsorption Processes

Molina, Bertha, Castro, Jorge, Soto, Jorge, Yépez, Enrique, Calles, Alipio

Journal:

MRS Proceedings

Year:

2009

Language:

english

File:

PDF, 230 KB

english, 2009

32

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2005 Volume 3721 || Machine Learning for Natural Language Processing (and Vice Versa?)

Jorge, Alípio Mário, Torgo, Luís, Brazdil, Pavel, Camacho, Rui, Gama, João

Year:

2005

Language:

english

File:

PDF, 33 KB

english, 2005

33

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9285 || Multidimensional Prediction Models When the Resolution Context Changes

Appice, Annalisa, Rodrigues, Pedro Pereira, Santos Costa, Vítor, Gama, João, Jorge, Alípio, Soares, Carlos

Year:

2015

Language:

english

File:

PDF, 1022 KB

english, 2015

34

Platelet-Rich Plasma, Hydroxyapatite, and Chitosan in the Bone and Cartilaginous Regeneration of Femoral Trochlea in Rabbits: Clinical, Radiographic, and Histomorphometric Evaluations

Segundo, Francisco Alipio de Sousa, Costa, Edla Iris de Sousa, Azevedo, Adílio Santos de, Araújo, Ana Lucélia de, Silva, Ana Clara de França, de Lima, Gabriel Goetten, de Sá, Marcelo Jorge Cavalcanti

Journal:

Journal of Healthcare Engineering

Year:

2018

Language:

english

File:

PDF, 2.12 MB

english, 2018

35

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2005 Volume 3721 || Weighted Average Pointwise Mutual Information for Feature Selection in Text Categorization

Jorge, Alípio Mário, Torgo, Luís, Brazdil, Pavel, Camacho, Rui, Gama, João

Year:

2005

Language:

english

File:

PDF, 260 KB

english, 2005

36

[ACM Press Companion of the The Web Conference 2018 - Lyon, France (2018.04.23-2018.04.27)] Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18 - ORSUM Chairs' Welcome & Organization

Jorge, Alípio, Vinagre, João, Matuszyk, Pawel, Spiliopoulou, Myra

Year:

2018

Language:

english

File:

PDF, 941 KB

english, 2018

37

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2005 Volume 3721 || Generating Dynamic Higher-Order Markov Models in Web Usage Mining

Jorge, Alípio Mário, Torgo, Luís, Brazdil, Pavel, Camacho, Rui, Gama, João

Year:

2005

Language:

english

File:

PDF, 282 KB

english, 2005

38

Ensemble approaches for regression

Mendes-Moreira, João, Soares, Carlos, Jorge, Alípio Mário, Sousa, Jorge Freire De

Journal:

ACM Computing Surveys

Year:

2012

Language:

english

File:

PDF, 352 KB

english, 2012

39

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2005 Volume 3721 || A Quantitative Comparison of the Subgraph Miners MoFa, gSpan, FFSM, and Gaston

Jorge, Alípio Mário, Torgo, Luís, Brazdil, Pavel, Camacho, Rui, Gama, João

Year:

2005

Language:

english

File:

PDF, 234 KB

english, 2005

40

A Hybrid Recommender System for Improving Automatic Playlist Continuation

Gatzioura, Anna, Vinagre, Joao, Jorge, Alipio Mario, Sanchez-Marre, Miquel

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2019

File:

PDF, 1.37 MB

2019

41

Statistically robust evaluation of stream-based recommender systems

Vinagre, Joao, Jorge, Alipio Mario, Rocha, Conceicao, Gama, Joao

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2019

File:

PDF, 1.59 MB

2019

42

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2005 Volume 3721 || Privacy-Preserving Collaborative Filtering on Vertically Partitioned Data

Jorge, Alípio Mário, Torgo, Luís, Brazdil, Pavel, Camacho, Rui, Gama, João

Year:

2005

Language:

english

File:

PDF, 387 KB

english, 2005

43

[Lecture Notes in Computer Science] Machine Learning: ECML 2005 Volume 3720 ||

Gama, João, Camacho, Rui, Brazdil, Pavel B., Jorge, Alípio Mário, Torgo, Luís

Year:

2005

Language:

english

File:

PDF, 13.34 MB

english, 2005

44

[Lecture Notes in Computer Science] Machine Learning: ECML 2005 Volume 3720 || Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering

Gama, João, Camacho, Rui, Brazdil, Pavel B., Jorge, Alípio Mário, Torgo, Luís

Year:

2005

Language:

english

File:

PDF, 407 KB

english, 2005

45

[ACM Press the 23rd ACM International Conference - Shanghai, China (2014.11.03-2014.11.07)] Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14 - GTE-Rank

Campos, Ricardo, Dias, Gaël, Jorge, Alípio Mário, Nunes, Célia

Year:

2014

Language:

english

File:

PDF, 722 KB

english, 2014

46

Preference rules for label ranking: Mining patterns in multi-target relations

de Sá, Cláudio Rebelo, Azevedo, Paulo, Soares, Carlos, Jorge, Alípio Mário, Knobbe, Arno

Journal:

Information Fusion

Year:

2018

Language:

english

File:

PDF, 870 KB

english, 2018

47

[Lecture Notes in Computer Science] Discovery Science Volume 5808 || A Comparison of Community Detection Algorithms on Artificial Networks

Gama, João, Costa, Vítor Santos, Jorge, Alípio Mário, Brazdil, Pavel B.

Year:

2009

Language:

english

File:

PDF, 288 KB

english, 2009

48

[Lecture Notes in Computer Science] Discovery Science Volume 5808 || Mining Local Correlation Patterns in Sets of Sequences

Gama, João, Costa, Vítor Santos, Jorge, Alípio Mário, Brazdil, Pavel B.

Year:

2009

Language:

english

File:

PDF, 268 KB

english, 2009

49

[Lecture Notes in Computer Science] Progress in Artificial Intelligence Volume 2258 || Parallel Implementation of Decision Tree Learning Algorithms

Brazdil, Pavel, Jorge, Alípio

Year:

2001

Language:

english

File:

PDF, 374 KB

english, 2001

50

[Lecture Notes in Computer Science] Machine Learning: ECML 2005 Volume 3720 || Combining Bias and Variance Reduction Techniques for Regression Trees

Gama, João, Camacho, Rui, Brazdil, Pavel B., Jorge, Alípio Mário, Torgo, Luís

Year:

2005

Language:

english

File:

PDF, 361 KB

english, 2005

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