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2020 – today

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2024
[j6]
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Oscar Burga, Jonathan Villegas, Willy Ugarte:
Real-Time Retargeting of Human Poses from Monocular Images and Videos to the NAO Robot. J. Comput. Sci. Eng. 18(1): 47-56 (2024)
[c56]
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Diego Bazan, Raul Casanova, Willy Ugarte:
Use of Custom Videogame Dataset and YOLO Model for Accurate Handgun Detection in Real-Time Video Security Applications. ICEIS (1) 2024: 520-529
[c55]
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  - conf/iceis/Peralta-IreijoC24
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Sebastian Peralta-Ireijo, Bill Chavez-Arias, Willy Ugarte:
Deepbrokenhighways: Road Damage Recognition System Using Convolutional Neural Networks. ICEIS (1) 2024: 739-746
[c54]
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  - conf/ict4ageingwell/Anto-ChavezMU24
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Carolain Anto-Chavez, Richard Maguiña-Bernuy, Willy Ugarte:
Real-Time CNN Based Facial Emotion Recognition Model for a Mobile Serious Game. ICT4AWE 2024: 84-92
[c53]
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Ernie Baptista, Franco Vigil, Willy Ugarte:
A Regression Based Approach for Leishmaniasis Outbreak Detection. ICT4AWE 2024: 204-211
2023
[j5]
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  - journals/ijmssc/GuillermoRU23
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Luis Guillermo, Jose-Maria Rojas, Willy Ugarte:
Emotional 3D speech visualization from 2D audio visual data. Int. J. Model. Simul. Sci. Comput. 14(5): 2450002:1-2450002:17 (2023)
[j4]
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Mariano de Rivero, Cristhiam Tirado, Willy Ugarte:
Formalstyler: GPT-Based Model for Formal Style Transfer with Meaning Preservation. SN Comput. Sci. 4(6): 739 (2023)
[c52]
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  - conf/chira/Maury-Castaneda23
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Natalia Maury-Castañeda, Sergio Villarruel-Vasquez, Willy Ugarte:
MAS4Games: A Reinforced Learning-Based Multi-agent System to Improve Player Retention in Virtual Reality Video Games. CHIRA (2) 2023: 104-120
[c51]
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  - conf/ic3k/MoralesCU23
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Cristopher Morales, Edgar Cavero, Willy Ugarte:
DrBerry: Detection of Diseases in Blueberry Bush Leaves. KDIR 2023: 355-364
[c50]
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  - conf/icaart/Alvarez-CrespoM23
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Abraham Alvarez-Crespo, Diego Miranda-Salazar, Willy Ugarte:
Model for Real-Time Subtitling from Spanish to Quechua Based on Cascade Speech Translation. ICAART (3) 2023: 837-844
[c49]
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  - conf/iceis/Moloche-GarciaB23
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Franco Moloche-Garcia, Pedro Bustamante-Castro, Willy Ugarte:
GeoBlockchain: Geolocation Based Consensus Against 51% Attacks. ICEIS (1) 2023: 255-262
[c48]
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  - conf/icpram/RodriguezFU23
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Rafael Andrade Rodriguez, Jireh Ferroa-Guzman, Willy Ugarte:
Classification of Respiratory Diseases Using the NAO Robot. ICPRAM 2023: 940-947
[c47]
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  - conf/icpram/Aguirre-Peralta23
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Joaquin Aguirre-Peralta, Marek Rivas-Zavala, Willy Ugarte:
Speech to Text Recognition for Videogame Controlling with Convolutional Neural Networks. ICPRAM 2023: 948-955
[c46]
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  - conf/icsbt/Castillo-Arredondo23
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Geral Castillo-Arredondo, Dante Moreno-Carhuacusma, Willy Ugarte:
PhotoHandler: Manipulation of Portrait Images with StyleGANs Using Text. ICSBT 2023: 73-82
[c45]
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  - conf/icsbt/Herrera-Toranzo23
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Piero Herrera-Toranzo, Juan Castro-Rivera, Willy Ugarte:
Detection and Verification of the Status of Products Using YOLOv5. ICSBT 2023: 83-93
[c44]
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  - conf/in4pl/GallegosCU23
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Franco Gallegos, Sebastián Contreras, Willy Ugarte:
Virtual Try-On Networks Based on Images with Super Resolution Model. IN4PL 2023: 182-194
[c43]
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  - conf/in4pl/Bassino-RiglosM23
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Francesco Bassino-Riglos, Cesar Mosqueira-Chacon, Willy Ugarte:
AutoPose: Pose Estimation for Prevention of Musculoskeletal Disorders Using LSTM. IN4PL 2023: 223-238
[c42]
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  - conf/webist/MoscolU23
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Adrian Moscol, Willy Ugarte:
FaceCounter: Massive Attendance Taking in Educational Institutions Through Facial Recognition. WEBIST 2023: 84-94
[c41]
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  - conf/webist/Mendoza-DavilaP23
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Christopher Mendoza-Dávila, David Porta-Montes, Willy Ugarte:
PhotoRestorer: Restoration of Old or Damaged Portraits with Deep Learning. WEBIST 2023: 104-112
2022
[j3]
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  - journals/jvca/Ysique-Neciosup22
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Jose Ysique-Neciosup, Nilton Mercado Chavez, Willy Ugarte:
DeepHistory: A convolutional neural network for automatic animation of museum paintings. Comput. Animat. Virtual Worlds 33(5) (2022)
[c40]
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  - conf/artiis/Nunez-RobinsonT22
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Daniel Núñez-Robinson, Jose Talavera-Montalto, Willy Ugarte:
A Comparative Analysis on the Summarization of Legal Texts Using Transformer Models. ARTIIS (1) 2022: 372-386
[c39]
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  - conf/artiis/Rozas-AcurioZU22
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Javier Rozas-Acurio, Sergio Zavaleta-Salazar, Willy Ugarte:
Pattern Mining and Classification Techniques for Agriculture and Crop Simulation. ARTIIS (1) 2022: 444-458
[c38]
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  - conf/artiis/Barrientos-Villalta22
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Geraldine Fiorella Barrientos-Villalta, Piero Quiroz, Willy Ugarte:
Peruvian Sign Language Recognition Using Recurrent Neural Networks. ARTIIS (1) 2022: 459-473
[c37]
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  - conf/csedu/BaldeonRU22
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Braulio Baldeon, Renzo Ravelli, Willy Ugarte:
WawaSimi: Classification Techniques for Phonological Processes Identification in Children from 3 to 5 Years Old. CSEDU (2) 2022: 147-154
[c36]
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  - conf/fruct/Aliaga-VasquezB22
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Myrella Aliaga-Vasquez, Reyna Bramon-Ayllon, Willy Ugarte:
Efficient Grocery Shopping Using Geolocation and Data Mining. FRUCT 2022: 3-11
[c35]
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  - conf/grapp/SilvaSU22
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Sebastian Silva, Sergio Sugahara, Willy Ugarte:
Neuranimation: Reactive Character Animations with Deep Neural Networks. VISIGRAPP (1: GRAPP) 2022: 252-259
[c34]
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  - conf/ic3k/Pautrat-Lertora22
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Andres Pautrat-Lertora, Renzo Perez-Lozano, Willy Ugarte:
EGAN: Generatives Adversarial Networks for Text Generation with Sentiments. KDIR 2022: 249-256
[c33]
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  - conf/icaart/Ugarte22
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Willy Ugarte:
Vaccination Planning in Peru using Constraint Programming. ICAART (3) 2022: 757-764
[c32]
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  - conf/iceis/Torrico-Pacherre22
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Fabricio Torrico-Pacherre, Ian Maguiña-Mendoza, Willy Ugarte:
Detecting Turistic Places with Convolutional Neural Networks. ICEIS (1) 2022: 471-478
[c31]
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  - conf/ict4ageingwell/Haro-HoyoIU22
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Sara Haro-Hoyo, Edgard Inga-Quillas, Willy Ugarte:
Technological Solution to Optimize the Monitoring of CoViD-19 Symptoms in Seniors Patients in Lima. ICT4AWE 2022: 17-25
[c30]
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  - conf/ict4ageingwell/Ramos-CuadrosPU22
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Alexander Ramos-Cuadros, Luis Palomino-Santillan, Willy Ugarte:
Model to Assess the Level of Depression by Analyzing Facial Images and Voice of Patients. ICT4AWE 2022: 26-36
[c29]
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Alexander Ramos-Cuadros, Luis Palomino-Santillan, Willy Ugarte:
Evaluating the Depression Level Based on Facial Image Analyzing and Patient Voice. ICT4AWE (Revised Selected Papers) 2022: 35-55
[c28]
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  - conf/ict4ageingwell/Marca-MariacaMU22
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Diego Marca-Mariaca, Oscar Medina-Poemape, Willy Ugarte:
Medical Treatment with a Remote Care Technological Solution. ICT4AWE 2022: 213-219
[c27]
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  - conf/ict4ageingwell/Arroyo-MarinosM22
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Julio César Arroyo-Mariños, Karla Mariella Mejia-Valle, Willy Ugarte:
Technological Model Based on Blockchain Technology for Genetic Information Protection in the Health Sector. ICT4AWE (Revised Selected Papers) 2022: 218-233
[c26]
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Sara Haro-Hoyo, Edgard Inga-Quillas, Willy Ugarte:
A Technological Solution to Supervise CoViD-19 Symptoms in Senior Patients in Lima. ICT4AWE (Revised Selected Papers) 2022: 256-272
[c25]
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  - conf/vehits/UgarteAABC22
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Willy Ugarte, Manuel Alcantara-Zapata, Leibnihtz Ayamamani-Choque, Renzo Bances-Morales, Cristian Cabrera-Sanchez:
A Bayesian Network for the Analysis of Traffic Accidents in Peru. VEHITS 2022: 308-315
2021
[c24]
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  - conf/fruct/CornejoUU21
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Leonardo Cornejo, Rosa Urbano, Willy Ugarte:
Mobile Application for Controlling a Healthy Diet in Peru Using Image Recognition. FRUCT 2021: 32-41
[c23]
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  - conf/fruct/Fernandez-Samillan21
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Diego Fernández-Samillán, Carlos Guizado-Díaz, Willy Ugarte:
Story Creation Algorithm Using Q- Learning in a 2D Action RPG Video Game. FRUCT 2021: 111-117
[c22]
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Mauricio Rodríguez, Franco Pastor, Willy Ugarte:
Classification of Fruit Ripeness Grades using a Convolutional Neural Network and Data Augmentation. FRUCT 2021: 374-380
[c21]
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  - conf/ic3k/RiveroTU21
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Mariano de Rivero, Cristhiam Tirado, Willy Ugarte:
FormalStyler: GPT based Model for Formal Style Transfer based on Formality and Meaning Preservation. KDIR 2021: 48-56
[c20]
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  - conf/icits2/Solis-QuispeQU21
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Jean Martin Solis-Quispe, Kathia Milagros Quico-Cauti, Willy Ugarte:
Chatbot to Simplify Customer Interaction in e-Commerce Channels of Retail Companies. ICITS (1) 2021: 561-570
[c19]
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  - conf/ict4ageingwell/Arroyo-MarinosM21
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Julio César Arroyo-Mariños, Karla Mariella Mejia-Valle, Willy Ugarte:
Technological Model for the Protection of Genetic Information using Blockchain Technology in the Private Health Sector. ICT4AWE 2021: 171-178
[c18]
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  - conf/ict4ageingwell/Jorge-LevanoCU21
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Katherine Jorge-Lévano, Victor Cuya-Chumbile, Willy Ugarte:
Technological Solution to Optimize the Alzheimer's Disease Monitoring Process, in Metropolitan Lima, using the Internet of Things. ICT4AWE 2021: 179-186
[c17]
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  - conf/ictai/Fernandez-Ramos21
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Oscar Fernandez-Ramos, Diego Johnson-Yañez, Willy Ugarte:
Reproducing arm movements based on Pose Estimation with robot programming by demonstration. ICTAI 2021: 294-298
[c16]
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  - conf/ieaaie/Alfaro-ParedesA21
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Edwin Alfaro-Paredes, Leonardo Alfaro-Carrasco, Willy Ugarte:
Query by Humming for Song Identification Using Voice Isolation. IEA/AIE (2) 2021: 323-334
[c15]
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  - conf/webist/Vasquez-GarayaM21
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Jean Pierre Vásquez-Garaya, Elizabeth Munayco-Apolaya, Willy Ugarte:
Carsharing System for Urban Transport in Lima using Internet of Things. WEBIST 2021: 324-331
[c14]
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  - conf/webist/Mendoza-Vasquez21
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Daniel Mendoza-Vasquez, Stephany Salazar-Chavez, Willy Ugarte:
Technological Model using Machine Learning Tools to Support Decision Making in the Diagnosis and Treatment of Pediatric Leukemia. WEBIST 2021: 346-353
2020
[c13]
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  - conf/simbig/Burga-Gutierrez20
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Enrique Burga-Gutierrez, Bryam Vasquez-Chauca, Willy Ugarte:
Comparative Analysis of Question Answering Models for HRI Tasks with NAO in Spanish. SIMBig 2020: 3-17
[c12]
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  - conf/simbig/Chancolla-Neira20
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Steve Willian Chancolla-Neira, César Ernesto Salinas-Lozano, Willy Ugarte:
Static Summarization Using Pearson's Coefficient and Transfer Learning for Anomaly Detection for Surveillance Videos. SIMBig 2020: 279-290
[c11]
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  - conf/ssci/Leon-UrbanoU20
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Charles Leon-Urbano, Willy Ugarte:
End-to-end electroencephalogram (EEG) motor imagery classification with Long Short-Term. SSCI 2020: 2814-2820

2010 – 2019

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2019
[c10]
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Willy Ugarte, Samir Loudni, Patrice Boizumault, Bruno Crémilleux, Alexandre Termier:
Compressing and Querying Skypattern Cubes. IEA/AIE 2019: 406-421
2017
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Willy Ugarte, Patrice Boizumault, Bruno Crémilleux, Alban Lepailleur, Samir Loudni, Marc Plantevit, Chedy Raïssi, Arnaud Soulet:
Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems. Artif. Intell. 244: 48-69 (2017)
2016
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Willy Ugarte, Alexandre Termier, Miguel Santana:
Steady Patterns. ICDM Workshops 2016: 692-699
2015
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Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux, Alban Lepailleur:
Soft constraints for pattern mining. J. Intell. Inf. Syst. 44(2): 193-221 (2015)
[c8]
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Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux:
Modeling and Mining Optimal Patterns Using Dynamic CSP. ICTAI 2015: 33-40
2014
[b1]
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Willy Ugarte Rojas:
Extraction de motifs sous contraintes souples. (Soft Constrains for Pattern Mining). University of Caen Normandy, France, 2014
[c7]
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Willy Ugarte Rojas, Patrice Boizumault, Samir Loudni, Bruno Crémilleux, Alban Lepailleur:
Mining (Soft-) Skypatterns Using Dynamic CSP. CPAIOR 2014: 71-87
[c6]
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Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux:
Computing Skypattern Cubes. ECAI 2014: 903-908
[c5]
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  - conf/ictai/KemmarULCLBC14
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Amina Kemmar, Willy Ugarte, Samir Loudni, Thierry Charnois, Yahia Lebbah, Patrice Boizumault, Bruno Crémilleux:
Mining Relevant Sequence Patterns with CP-Based Framework. ICTAI 2014: 552-559
[c4]
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Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux:
Computing Skypattern Cubes Using Relaxation. ICTAI 2014: 859-866
2013
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Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux, Alban Lepailleur:
Mining (Soft-) Skypatterns Using Constraint Programming. EGC (best of volume) 2013: 105-136
[c2]
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Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux, Alban Lepailleur:
Découverte des soft-skypatterns avec une approche PPC. EGC 2013: 217-228
2012
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Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux:
Soft Threshold Constraints for Pattern Mining. Discovery Science 2012: 313-327

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