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Journal Articles

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2023
[j15]
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Adriana Navajas-Guerrero, Eva Portillo, Diana Manjarres:
PLAHS: A Partial Labelling Autonomous Hyper-heuristic System for Industry 4.0 with application on classification of cold stamping process. Appl. Soft Comput. 147: 110718 (2023)
2022
[j14]
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Adriana Navajas-Guerrero, Diana Manjarres, Eva Portillo, Itziar Landa-Torres:
A hyper-heuristic inspired approach for automatic failure prediction in the context of industry 4.0. Comput. Ind. Eng. 171: 108381 (2022)
[j13]
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Iratxe Niño-Adan, Itziar Landa-Torres, Eva Portillo, Diana Manjarres:
Influence of statistical feature normalisation methods on K-Nearest Neighbours and K-Means in the context of industry 4.0. Eng. Appl. Artif. Intell. 111: 104807 (2022)
2021
[j12]
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Iratxe Niño-Adan, Eva Portillo, Itziar Landa-Torres, Diana Manjarres:
Normalization Influence on ANN-Based Models Performance: A New Proposal for Features' Contribution Analysis. IEEE Access 9: 125462-125477 (2021)
[j11]
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Iratxe Niño-Adan, Itziar Landa-Torres, Diana Manjarres, Eva Portillo:
Soft-sensor design for vacuum distillation bottom product penetration classification. Appl. Soft Comput. 102: 107072 (2021)
[j10]
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Iratxe Niño-Adan, Diana Manjarres, Itziar Landa-Torres, Eva Portillo:
Feature weighting methods: A review. Expert Syst. Appl. 184: 115424 (2021)
[j9]
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Iratxe Niño-Adan, Itziar Landa-Torres, Diana Manjarres, Eva Portillo, Lucía Orbe:
Soft-Sensor for Class Prediction of the Percentage of Pentanes in Butane at a Debutanizer Column. Sensors 21(12): 3991 (2021)
2017
[j8]
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  - journals/sensors/Landa-TorresMBS17
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Itziar Landa-Torres, Diana Manjarres, Sonia Bilbao, Javier Del Ser:
Underwater Robot Task Planning Using Multi-Objective Meta-Heuristics. Sensors 17(4): 762 (2017)
2013
[j7]
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Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Sancho Salcedo-Sanz, Roberto López-Valcarce:
On the design of a novel two-objective harmony search approach for distance- and connectivity-based localization in wireless sensor networks. Eng. Appl. Artif. Intell. 26(2): 669-676 (2013)
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Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
Efficient citywide planning of open WiFi access networks using novel grouping harmony searchheuristics. Eng. Appl. Artif. Intell. 26(3): 1124-1130 (2013)
[j5]
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Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz, Zong Woo Geem:
A survey on applications of the harmony search algorithm. Eng. Appl. Artif. Intell. 26(8): 1818-1831 (2013)
[j4]
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Itziar Landa-Torres, Diana Manjarres, Sancho Salcedo-Sanz, Javier Del Ser, Sergio Gil-Lopez:
A multi-objective grouping Harmony Search algorithm for the optimal distribution of 24-hour medical emergency units. Expert Syst. Appl. 40(6): 2343-2349 (2013)
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Sancho Salcedo-Sanz, Diana Manjarres, Á. Pastor-Sánchez, Javier Del Ser, José Antonio Portilla-Figueras, Sergio Gil-Lopez:
One-way urban traffic reconfiguration using a multi-objective harmony search approach. Expert Syst. Appl. 40(9): 3341-3350 (2013)
[j2]
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Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Roberto López-Valcarce:
A novel heuristic approach for distance- and connectivity-based multihop node localization in wireless sensor networks. Soft Comput. 17(1): 17-28 (2013)
2011
[j1]
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  - journals/ejwcn/SerMCGG11
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Javier Del Ser, Diana Manjarres, Pedro M. Crespo, Sergio Gil-Lopez, Javier Garcia-Frías:
Iterative Fusion of Distributed Decisions over the Gaussian Multiple-Access Channel Using Concatenated BCH-LDGM Codes. EURASIP J. Wirel. Commun. Netw. 2011 (2011)

Conference and Workshop Papers

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2023
[c17]
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  - conf/bibm/IspizuaMN23
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Begoña Ispizua, Diana Manjarres, Iratxe Niño-Adan:
Prediction of Metabolic Syndrome Based on Machine Learning Techniques with Emphasis on Feature Relevances and Explainability Analysis. BIBM 2023: 1989-1992
2021
[c16]
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Maria Arostegi, Diana Manjarres, Sonia Bilbao, Javier Del Ser:
Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision Agriculture. SOCO 2021: 525-535
2019
[c15]
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Iratxe Niño-Adan, Itziar Landa-Torres, Eva Portillo, Diana Manjarres:
Analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy. SOCO 2019: 14-24
[c14]
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  - conf/softcomp/Navajas-Guerrero19
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Adriana Navajas-Guerrero, Diana Manjarres, Eva Portillo, Itziar Landa-Torres:
A Novel Heuristic Approach for the Simultaneous Selection of the Optimal Clustering Method and Its Internal Parameters for Time Series Data. SOCO 2019: 179-189
2017
[c13]
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  - conf/cec/Landa-TorresLMM17
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Itziar Landa-Torres, Jesus L. Lobo, Idoia Murua, Diana Manjarres, Javier Del Ser:
Multi-objective heuristics applied to robot task planning for inspection plants. CEC 2017: 1621-1628
[c12]
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  - conf/cec/ManjarresLS17
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Diana Manjarres, Itziar Landa-Torres, Javier Del Ser:
A local search method for graph clustering heuristics based on partitional Distribution learning. CEC 2017: 1972-1977
[c11]
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Diana Manjarres, Itziar Landa-Torres, Imanol Andonegui:
An Intelligent Decision Support System for Assessing the Default Risk in Small and Medium-Sized Enterprises. ICAISC (2) 2017: 533-542
[c10]
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Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A Novel Grouping Harmony Search Algorithm for Clustering Problems. ICHSA 2017: 78-90
[c9]
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Imanol Andonegui, Itziar Landa-Torres, Diana Manjarres, Angel J. García-Adeva:
Novel Light Coupling Systems Devised Using a Harmony Search Algorithm Approach. ICHSA 2017: 294-303
[c8]
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  - conf/ichsa/ManjarresMOLA17
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Diana Manjarres, Lara Mabe, Xabat Oregi, Itziar Landa-Torres, Eneko Arrizabalaga:
A Multi-objective Harmony Search Algorithm for Optimal Energy and Environmental Refurbishment at District Level Scale. ICHSA 2017: 320-332
[c7]
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  - conf/pkdd/ManjarresAGL17
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Diana Manjarres, Ricardo Alonso, Sergio Gil-Lopez, Itziar Landa-Torres:
Solar Energy Forecasting and Optimization System for Efficient Renewable Energy Integration. DARE@PKDD/ECML 2017: 1-12
2012
[c6]
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  - conf/camad/ManjarresLGSS12
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Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks. CAMAD 2012: 80-84
[c5]
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Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A preliminary approach to near-optimal multi-hop capacitated network design using grouping-dandelion encoded heuristics. CAMAD 2012: 85-89
2011
[c4]
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  - conf/isda/ManjarresSGVLL11
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Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Roberto López-Valcarce:
On the application of a hybrid Harmony Search algorithm to node localization in anchor-based Wireless Sensor Networks. ISDA 2011: 1014-1019
[c3]
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Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
A Grouping Harmony Search approach for the Citywide WiFi deployment problem. ISDA 2011: 1026-1031
[c2]
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Sergio Gil-Lopez, Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique. IWANN (1) 2011: 17-24
2010
[c1]
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  - conf/macom/SerGCMO10
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Javier Del Ser, Javier Garcia-Frías, Pedro M. Crespo, Diana Manjarres, Ignacio (Iñaki) Olabarrieta:
On the Performance of Single LDGM Codes for Iterative Data Fusion over the Multiple Access Channel. MACOM 2010: 47-57

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