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1

Transferring knowledge as heuristics in reinforcement learning: A case-based approach

Bianchi, Reinaldo A.C., Celiberto, Luiz A., Santos, Paulo E., Matsuura, Jackson P., Lopez de Mantaras, Ramon

Journal:

Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 1008 KB

english, 2015

2

Special issue MLAAI: Machine Learning and Applications in Artificial Intelligence

Nebot, Àngela, Binefa, Xavier, López de Mantarás, Ramon

Journal:

Pattern Recognition Letters

Year:

2018

Language:

english

File:

PDF, 219 KB

english, 2018

3

Qualitative case-based reasoning and learning

Homem, Thiago Pedro Donadon, Santos, Paulo Eduardo, Reali Costa, Anna Helena, da Costa Bianchi, Reinaldo Augusto, Lopez de Mantaras, Ramon

Journal:

Artificial Intelligence

Year:

2020

File:

PDF, 3.12 MB

2020

4

A Survey of Artificial Intelligence Research at the IIIA

Lopez de Mantaras, Ramon

Journal:

Year:

2014

Language:

english

File:

PDF, 717 KB

english, 2014

5

Computational creativity

López de Mántaras Badia, Ramon

Journal:

Year:

2013

Language:

english

File:

PDF, 533 KB

english, 2013

6

Fuzzy set modelling in case-based reasoning

Didier Dubois, Henri Prade, Francesc Esteva, Pere Garcia, Lluís Godo, Ramon López de Màntaras

Journal:

International Journal of Intelligent Systems

Year:

1998

Language:

english

File:

PDF, 224 KB

english, 1998

7

MILORD: The architecture and the management of linguistically expressed uncertainty

L. Godo, R. López de Mántaras, C. Sierra, A. Verdaguer

Journal:

International Journal of Intelligent Systems

Year:

1989

Language:

english

File:

PDF, 1.36 MB

english, 1989

8

A case-based approach for coordinated action selection in robot soccer

Raquel Ros, Josep Lluís Arcos, Ramon Lopez de Mantaras, Manuela Veloso

Journal:

Artificial Intelligence

Year:

2009

Language:

english

File:

PDF, 897 KB

english, 2009

9

Machine learning from examples: Inductive and Lazy methods

Ramon Lopez de Mantaras, Eva Armengol

Journal:

Data & Knowledge Engineering

Year:

1998

Language:

english

File:

PDF, 1.95 MB

english, 1998

10

TAN Classifiers Based on Decomposable Distributions

Jesús Cerquides, Ramon López de MÁntaras

Journal:

Machine Learning

Year:

2005

Language:

english

File:

PDF, 434 KB

english, 2005

11

A case based approach to expressivity-aware tempo transformation

Maarten Grachten, Josep-Lluís Arcos, Ramon López de Mántaras

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 609 KB

english, 2006

12

[Lecture Notes in Computer Science] Machine Learning: ECML 2007 Volume 4701 || Approximating Gaussian Processes with ${\cal H}^2$ -Matrices

Kok, Joost N., Koronacki, Jacek, Mantaras, Raomon Lopez de, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 492 KB

english, 2007

13

A Distance-Based Attribute Selection Measure for Decision Tree Induction

De Mántaras, R. López

Journal:

Machine Learning

Year:

1991

Language:

english

File:

PDF, 474 KB

english, 1991

14

[Lecture Notes in Computer Science] Machine Learning: ECML 2007 Volume 4701 ||

Kok, Joost N., Koronacki, Jacek, Mantaras, Raomon Lopez de, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 20.64 MB

english, 2007

15

[IEEE 2012 Brazilian Robotics Symposium and Latin American Robotics Symposium (SBR-LARS) - Fortaleza, Brazil (2012.10.16-2012.10.19)] 2012 Brazilian Robotics Symposium and Latin American Robotics Symposium - Reinforcement Learning with Case-Based Heuristics for RoboCup Soccer Keepaway

Celiberto Jr., Luiz A., Matsuura, Jackson P., Mantaras, Ramon Lopez de, Bianchi, Reinaldo A. C.

Year:

2012

Language:

english

File:

PDF, 308 KB

english, 2012

16

[IEEE 2010 Latin American Robotics Symposium and Intelligent Robotic Meeting (LARS) - Sao Bernardo do Campo, Brazil (2010.10.23-2010.10.28)] 2010 Latin American Robotics Symposium and Intelligent Robotics Meeting - Using Transfer Learning to Speed-Up Reinforcement Learning: A Cased-Based Approach

Jr., Luiz A. Celiberto, Matsuura, Jackson P., de Mantaras, Ramon Lopez, Bianchi, Reinaldo A.C.

Year:

2010

Language:

english

File:

PDF, 276 KB

english, 2010

17

A semantic network-based evolutionary algorithm for computational creativity

Baydin, Atılım Güneş, López de Mántaras, Ramon, Ontañón, Santiago

Journal:

Evolutionary Intelligence

Year:

2015

Language:

english

File:

PDF, 1.26 MB

english, 2015

18

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2007 Volume 4702 || Constructing High Dimensional Feature Space for Time Series Classification

Kok, Joost N., Koronacki, Jacek, Lopez de Mantaras, Ramon, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 315 KB

english, 2007

19

A concept drift-tolerant case-base editing technique

Lu, Ning, Lu, Jie, Zhang, Guangquan, Lopez de Mantaras, Ramon

Journal:

Artificial Intelligence

Year:

2016

Language:

english

File:

PDF, 1.25 MB

english, 2016

20

Evolving a multiagent system for landmark-based robot navigation

Madhur Ambastha, Dídac Busquets, Ramon López de Màntaras, Carles Sierra

Journal:

International Journal of Intelligent Systems

Year:

2005

Language:

english

File:

PDF, 297 KB

english, 2005

21

Artificial intelligence activities in Spain

R. Lopez de Mantaras

Journal:

International Journal of Intelligent Systems

Year:

1987

Language:

english

File:

PDF, 258 KB

english, 1987

22

RENOIR: An expert system using fuzzy logic for rheumatology diagnosis

Miguel Belmonte-Serrano, Carlos Sierra, Ramón López de Mantaras

Journal:

International Journal of Intelligent Systems

Year:

1994

Language:

english

File:

PDF, 888 KB

english, 1994

23

Self-learning pattern classification using a sequential clustering technique

R. López de Màntaras, J. Aguilar-Martín

Journal:

Pattern Recognition

Year:

1985

Language:

english

File:

PDF, 462 KB

english, 1985

24

Knowledge engineering for a document retrieval system

Ramón López de Mántaras, Ulises Cortés, Jaume Manero, Enric Plaza

Journal:

Fuzzy Sets and Systems

Year:

1990

Language:

english

File:

PDF, 1004 KB

english, 1990

25

Descriptive dynamic logic and its application to reflective architectures

Carles Sierra, Lluis Godo, Ramon López de Màntaras, Mara Manzano

Journal:

Future Generation Computer Systems

Year:

1996

Language:

english

File:

PDF, 1.42 MB

english, 1996

26

Reflection and meta-level artificial intelligence architectures

Ramon Lopez de Mantaras

Journal:

Future Generation Computer Systems

Year:

1996

Language:

english

File:

PDF, 234 KB

english, 1996

27

A logical approach to case-based reasoning using fuzzy similarity relations

E. Plaza, F. Esteva, P. Garcia, L. Godo, R. López de Màntaras

Journal:

Information Sciences

Year:

1998

Language:

english

File:

PDF, 1.04 MB

english, 1998

28

Qualitative reasoning with imprecise probabilities

Didier Dubois, Lluis Godo, Ramon López De Màntaras, Henri Prade

Journal:

Journal of Intelligent Information Systems

Year:

1993

Language:

english

File:

PDF, 2.43 MB

english, 1993

29

Robust vision-based robot localization using combinations of local feature region detectors

Arnau Ramisa, Adriana Tapus, David Aldavert, Ricardo Toledo, Ramon Lopez de Mantaras

Journal:

Autonomous Robots

Year:

2009

Language:

english

File:

PDF, 670 KB

english, 2009

30

Combining Invariant Features and the ALV Homing Method for Autonomous Robot Navigation Based on Panoramas

Arnau Ramisa, Alex Goldhoorn, David Aldavert, Ricardo Toledo, Ramon Lopez de Mantaras

Journal:

Journal of Intelligent & Robotic Systems

Year:

2011

Language:

english

File:

PDF, 1.31 MB

english, 2011

31

Classification and linguistic characterization of non-deterministic data

R López de Màntaras, J Aguilar Martin

Journal:

Pattern Recognition Letters

Year:

1983

Language:

english

File:

PDF, 534 KB

english, 1983

32

An Interactive Case-Based Reasoning Approach for Generating Expressive Music

Josep Lluís Arcos, Ramon López De Mántaras

Journal:

Applied Intelligence

Year:

2001

Language:

english

File:

PDF, 262 KB

english, 2001

33

Map Generation by Cooperative Low-Cost Robots in Structured Unknown Environments

M. López-Sánchez, F. Esteva, R. López de Màntaras, C. Sierra, J. Amat

Journal:

Autonomous Robots

Year:

1998

Language:

english

File:

PDF, 344 KB

english, 1998

34

Renoir, Pneumon-IA and Terap-IA: three medical applications based on fuzzy logic

Lluı́s Godo, Ramon López de Mántaras, Josep Puyol-Gruart, Carles Sierra

Journal:

Artificial Intelligence in Medicine

Year:

2001

Language:

english

File:

PDF, 100 KB

english, 2001

35

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2007 Volume 4702 || Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework

Kok, Joost N., Koronacki, Jacek, Lopez de Mantaras, Ramon, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 425 KB

english, 2007

36

[IEEE 2012 IEEE Congress on Evolutionary Computation (CEC) - Brisbane, Australia (2012.06.10-2012.06.15)] 2012 IEEE Congress on Evolutionary Computation - Evolution of ideas: A novel memetic algorithm based on semantic networks

Baydin, Atilim Gunes, de Mantaras, Ramon Lopez

Year:

2012

Language:

english

File:

PDF, 937 KB

english, 2012

37

Evaluation of Three Vision Based Object Perception Methods for a Mobile Robot

Arnau Ramisa, David Aldavert, Shrihari Vasudevan, Ricardo Toledo, Ramon Lopez de Mantaras

Journal:

Journal of Intelligent & Robotic Systems

Year:

2012

Language:

english

File:

PDF, 858 KB

english, 2012

38

[Lecture Notes in Computer Science] Machine Learning: ECML 2007 Volume 4701 || Clustering Trees with Instance Level Constraints

Kok, Joost N., Koronacki, Jacek, Mantaras, Raomon Lopez de, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 501 KB

english, 2007

39

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2007 Volume 4702 || An Algorithm to Find Overlapping Community Structure in Networks

Kok, Joost N., Koronacki, Jacek, Lopez de Mantaras, Ramon, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 393 KB

english, 2007

40

[Lecture Notes in Computer Science] Machine Learning: ECML 2007 Volume 4701 || Random k-Labelsets: An Ensemble Method for Multilabel Classification

Kok, Joost N., Koronacki, Jacek, Mantaras, Raomon Lopez de, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 507 KB

english, 2007

41

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2007 Volume 4702 || Feature Extraction from Sensor Data Streams for Real-Time Human Behaviour Recognition

Kok, Joost N., Koronacki, Jacek, Lopez de Mantaras, Ramon, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 598 KB

english, 2007

42

[Lecture Notes in Computer Science] Machine Learning: ECML 2000 Volume 1810 || Exploiting Classifier Combination for Early Melanoma Diagnosis Support

López de Mántaras, Ramon, Plaza, Enric

Year:

2000

Language:

english

File:

PDF, 215 KB

english, 2000

43

[IEEE 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - San Francisco, CA, USA (2010.06.13-2010.06.18)] 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Fast and robust object segmentation with the Integral Linear Classifier

Aldavert, David, de Mantaras, Ramon Lopez, Ramisa, Arnau, Toledo, Ricardo

Year:

2010

Language:

english

File:

PDF, 2.60 MB

english, 2010

44

[IEEE 2008 IEEE International Conference on Robotics and Automation (ICRA) - Pasadena, CA, USA (2008.05.19-2008.05.23)] 2008 IEEE International Conference on Robotics and Automation - Mobile robot localization using panoramic vision and combinations of feature region detectors

Ramisa, Arnau, Tapus, Adriana, Lopez de Mantaras, Ramon, Toledo, Ricardo

Year:

2008

Language:

english

File:

PDF, 591 KB

english, 2008

45

[IEEE Comput. Soc. Press [1988] Proceedings. The Eighteenth International Symposium on Multiple-Valued Logic - Palma de Mallorca, Spain (24-26 May 1988)] [1988] Proceedings. The Eighteenth International Symposium on Multiple-Valued Logic - A fuzzy logic approach to the management of linguistically expressed uncertainty

Lopez de Mantaras, R., Meseguer, P., Sanz, F., Sierra, C., Verdaguer, A.

Year:

1988

File:

PDF, 535 KB

1988

46

[IEEE 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO) - Guangzhou, China (2012.12.11-2012.12.14)] 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO) - Context-GMM: Incremental learning of sparse priors for Gaussian mixture regression

Ribes, Arturo, Bueno, Jesus Cerquides, Demiris, Yiannis, de Mantaras, Ramon Lopez

Year:

2012

Language:

english

File:

PDF, 639 KB

english, 2012

47

Saxex: A case‐based reasoning system for generating expressive musical performances*

Arcos, Josep Lluís, de Mántaras, Ramon López, Serra, Xavier

Journal:

Journal of New Music Research

Year:

1998

Language:

english

File:

PDF, 1.02 MB

english, 1998

48

[IEEE 1999 7th IEEE Conference on Emerging Technologies and Factory Automation. ETFA'99 - Barcelona, Spain (18-21 Oct. 1999)] 1999 7th IEEE International Conference on Emerging Technologies and Factory Automation. Proceedings ETFA '99 (Cat. No.99TH8467) - Adding reactivity to path following by an autonomous robot

Lopez de Mantaras, R., Lopez-Sanchez, M.

Year:

1999

Language:

english

File:

PDF, 947 KB

english, 1999

49

[IEEE [1992 Proceedings] IEEE International Conference on Fuzzy Systems - San Diego, CA, USA (8-12 March 1992)] [1992 Proceedings] IEEE International Conference on Fuzzy Systems - Managing local fuzzy logics in MILORD-II

Agusti-Cullell, J., Esteva, F., Garcia, P., Godo, L., Lopez de Mantaras, R., Sierra, C.

Year:

1992

Language:

english

File:

PDF, 515 KB

english, 1992

50

[Lecture Notes in Computer Science] Knowledge Discovery in Databases: PKDD 2007 Volume 4702 ||

Kok, Joost N., Koronacki, Jacek, Lopez de Mantaras, Ramon, Matwin, Stan, Mladenič, Dunja, Skowron, Andrzej

Year:

2007

Language:

english

File:

PDF, 21.93 MB

english, 2007