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1

[Lecture Notes in Computer Science] Advances in Artificial Intelligence - IBERAMIA 2016 Volume 10022 || Detection of Fraud Symptoms in the Retail Industry

Montes y Gómez, Manuel, Escalante, Hugo Jair, Segura, Alberto, Murillo, Juan de Dios

Year:

2016

Language:

english

File:

PDF, 1.06 MB

english, 2016

2

A parallel approach for the training stage of the Viola-Jones face detection algorithm

Olmedo, Eric, de la Calleja, Jorge, Morales-Reyes, Alicia, Escalante, Hugo Jair, Najera, Argelia B. Urbina, Medina, Ma. Auxilio, Ruiz, Antonio Benitez

Journal:

Intelligent Data Analysis

Year:

2017

Language:

english

File:

PDF, 8.86 MB

english, 2017

3

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Generating Post-Hoc Rationales of Deep Visual Classification Decisions

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 911 KB

english, 2018

4

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Learning Functional Causal Models with Generative Neural Networks

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 1.71 MB

english, 2018

5

LEARNING TO ASSEMBLE CLASSIFIERS VIA GENETIC PROGRAMMING

ACOSTA-MENDOZA, NIUSVEL, MORALES-REYES, ALICIA, ESCALANTE, HUGO JAIR, GAGO-ALONSO, ANDRÉS

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 1.04 MB

english, 2014

6

Discriminative subprofile-specific representations for author profiling in social media

López-Monroy, A. Pastor, Montes-y-Gómez, Manuel, Escalante, Hugo Jair, Villaseñor-Pineda, Luis, Stamatatos, Efstathios

Journal:

Knowledge-Based Systems

Year:

2015

Language:

english

File:

PDF, 1.10 MB

english, 2015

7

An iterative genetic programming approach to prototype generation

Valencia-Ramírez, José María, Graff, Mario, Escalante, Hugo Jair, Cerda-Jacobo, Jaime

Journal:

Genetic Programming and Evolvable Machines

Year:

2017

Language:

english

File:

PDF, 2.56 MB

english, 2017

8

[Lecture Notes in Computer Science] Advances in Artificial Intelligence - IBERAMIA 2016 Volume 10022 ||

Montes y Gómez, Manuel, Escalante, Hugo Jair, Segura, Alberto, Murillo, Juan de Dios

Year:

2016

Language:

english

File:

PDF, 32.68 MB

english, 2016

9

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Psychology Meets Machine Learning: Interdisciplinary Perspectives on Algorithmic Job Candidate Screening

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 990 KB

english, 2018

10

[IEEE 2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) - Bucaramanga, Colombia (2019.4.24-2019.4.26)] 2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) - Automatic Cell Image Segmentation Using Genetic Algorithms

Gamarra, Margarita, Mitre-Ortiz, Andres, Escalante, Hugo

Year:

2019

Language:

english

File:

PDF, 1.58 MB

english, 2019

11

Multi-Modal Face Presentation Attack Detection

Wan, Jun, Guo, Guodong, Escalera, Sergio, Escalante, Hugo Jair, Li, Stan Z.

Journal:

Synthesis Lectures on Computer Vision

Year:

2020

File:

PDF, 10.25 MB

2020

12

Multimodal indexing based on semantic cohesion for image retrieval

Hugo Jair Escalante, Manuel Montes, Enrique Sucar

Journal:

Information Retrieval

Year:

2012

Language:

english

File:

PDF, 840 KB

english, 2012

13

Sow-activity classification from acceleration patterns: A machine learning approach

Escalante, Hugo Jair, Rodriguez, Sara V., Cordero, Jorge, Kristensen, Anders Ringgaard, Cornou, Cécile

Journal:

Computers and Electronics in Agriculture

Year:

2013

Language:

english

File:

PDF, 1.11 MB

english, 2013

14

Efficacy of combined antiparasitic therapy with praziquantel and albendazole for neurocysticercosis: a double-blind, randomised controlled trial

Garcia, Hector H, Gonzales, Isidro, Lescano, Andres G, Bustos, Javier A, Zimic, Mirko, Escalante, Diego, Saavedra, Herbert, Gavidia, Martin, Rodriguez, Lourdes, Najar, Enrique, Umeres, Hugo, Pretell,

Journal:

The Lancet Infectious Diseases

Year:

2014

Language:

english

File:

PDF, 799 KB

english, 2014

15

[IEEE 2014 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) - Ixtapa, Mexico (2014.11.5-2014.11.7)] 2014 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) - Comparison between Genetic Programming and full model selection on classification problems

Valencia-Ramirez, Jose Maria, Raya, Julio A., Cedeno, Jose R., Suarez, Ranyart R., Escalante, Hugo Jair, Graff, Mario

Year:

2014

Language:

english

File:

PDF, 177 KB

english, 2014

16

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Design of the 2015 ChaLearn AutoML challenge

Guyon, Isabelle, Bennett, Kristin, Cawley, Gavin, Escalante, Hugo Jair, Escalera, Sergio, Tin Kam Ho,, Macia, Nuria, Ray, Bisakha, Saeed, Mehreen, Statnikov, Alexander, Viegas, Evelyne

Year:

2015

Language:

english

File:

PDF, 736 KB

english, 2015

17

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition

Baro, Xavier, Gonzalez, Jordi, Fabian, Junior, Bautista, Miguel A., Oliu, Marc, Escalante, Hugo Jair, Guyon, Isabelle, Escalera, Sergio

Year:

2015

Language:

english

File:

PDF, 1.51 MB

english, 2015

18

[Lecture Notes in Computer Science] Advances in Artificial Intelligence - IBERAMIA 2016 Volume 10022 || Machine Learning Models for Early Dengue Severity Prediction

Montes y Gómez, Manuel, Escalante, Hugo Jair, Segura, Alberto, Murillo, Juan de Dios

Year:

2016

Language:

english

File:

PDF, 1.16 MB

english, 2016

19

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Las Vegas, NV, USA (2016.6.26-2016.7.1)] 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016

Escalera, Sergio, Torres, Mercedes Torres, Martinez, Brais, Baro, Xavier, Escalante, Hugo Jair, Guyon, Isabelle, Tzimiropoulos, Georgios, Corneanu, Ciprian, Oliu, Marc, Bagheri, Mohammad Ali, Valstar,

Year:

2016

Language:

english

File:

PDF, 518 KB

english, 2016

20

Analysis of facial expressions in parkinson's disease through video-based automatic methods

Bandini, Andrea, Orlandi, Silvia, Escalante, Hugo Jair, Giovannelli, Fabio, Cincotta, Massimo, Reyes-Garcia, Carlos A., Vanni, Paola, Zaccara, Gaetano, Manfredi, Claudia

Journal:

Journal of Neuroscience Methods

Year:

2017

Language:

english

File:

PDF, 974 KB

english, 2017

21

[IEEE 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) - Washington, DC, DC, USA (2017.5.30-2017.6.3)] 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) - A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences

Asadi-Aghbolaghi, Maryam, Clapes, Albert, Bellantonio, Marco, Escalante, Hugo Jair, Ponce-Lopez, Victor, Baro, Xavier, Guyon, Isabelle, Kasaei, Shohreh, Escalera, Sergio

Year:

2017

Language:

english

File:

PDF, 251 KB

english, 2017

22

Early detection of deception and aggressiveness using profile-based representations

Escalante, Hugo Jair, Villatoro-Tello, Esaú, Garza, Sara E., López-Monroy, A. Pastor, Montes-y-Gómez, Manuel, Villaseñor-Pineda, Luis

Journal:

Expert Systems with Applications

Year:

2017

Language:

english

File:

PDF, 1.41 MB

english, 2017

23

Looking at People Special Issue

Escalera, Sergio, Gonzàlez, Jordi, Escalante, Hugo Jair, Baró, Xavier, Guyon, Isabelle

Journal:

International Journal of Computer Vision

Year:

2018

Language:

english

File:

PDF, 328 KB

english, 2018

24

[IEEE 2017 IEEE International Conference on Computer Vision Workshop (ICCVW) - Venice, Italy (2017.10.22-2017.10.29)] 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) - Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges

Wan, Jun, Escalera, Sergio, Anbarjafari, Gholamreza, Escalante, Hugo Jair, Baro, Xavier, Guyon, Isabelle, Madadi, Meysam, Allik, Juri, Gorbova, Jelena, Lin, Chi, Xie, Yiliang

Year:

2017

Language:

english

File:

PDF, 328 KB

english, 2017

25

A visual approach for age and gender identification on Twitter

Álvarez-Carmona, Miguel A., Pellegrin, Luis, Montes-y-Gómez, Manuel, Sánchez-Vega, Fernando, Escalante, Hugo Jair, López-Monroy, A. Pastor, Villaseñor-Pineda, Luis, Villatoro-Tello, Esaú, Pinto, David

Journal:

Journal of Intelligent & Fuzzy Systems

Year:

2018

Language:

english

File:

PDF, 1.66 MB

english, 2018

26

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Multimodal Personality Trait Analysis for Explainable Modeling of Job Interview Decisions

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 731 KB

english, 2018

27

[The Springer Series on Challenges in Machine Learning] Explainable and Interpretable Models in Computer Vision and Machine Learning || Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges

Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel

Year:

2018

Language:

english

File:

PDF, 285 KB

english, 2018

28

Genómica nutricional: una aproximación de la interacción genoma-ambiente

Xacur-García, Fiona, Castillo-Quan, Jorge I, Hernández-Escalante, Víctor M, Laviada-Molina, Hugo

Journal:

Revista médica de Chile

Year:

2008

File:

PDF, 55 KB

2008

29

[Lecture Notes in Computer Science] Pattern Recognition and Information Forensics Volume 11188 (ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers) ||

Zhang, Zhaoxiang, Suter, David, Tian, Yingli, Branzan Albu, Alexandra, Sidère, Nicolas, Jair Escalante, Hugo

Year:

2019

Language:

english

File:

PDF, 24.28 MB

english, 2019

30

DINÁMICA DE POBLACIONES BACTERIANAS Y ACTIVIDAD DESHIDROGENASA DURANTE LA BIORREMEDIACIÓN DE SUELO RECIÉN CONTAMINADO E INTEMPERIZADO CON HIDROCARBUROS

Ortíz-Maya, Jorge, Escalante-Espinosa, Erika, Fócil-Monterrubio, Reyna Lourdes, Ramírez-Saad, Hugo César, Díaz Ramírez, Ildefonso Jesús

Journal:

Revista Internacional de Contaminación Ambiental

Year:

2017

File:

PDF, 587 KB

2017

31

[Lecture Notes in Computer Science] Pattern Recognition and Information Forensics Volume 11188 (ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers) || Anchored Kernel Hashing for Cancelable Template Protection for Cross-Spectral Periocular Data

Zhang, Zhaoxiang, Suter, David, Tian, Yingli, Branzan Albu, Alexandra, Sidère, Nicolas, Jair Escalante, Hugo

Year:

2019

Language:

english

File:

PDF, 1.20 MB

english, 2019

32

[IEEE 2019 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) - Ixtapa, Mexico (2019.11.13-2019.11.15)] 2019 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) - A Comparison among Different Levels of Abstraction in Genetic Programming

Rodriguez-Coayahuitl, Lino, Morales-Reyes, Alicia, Escalante, Hugo Jair

Year:

2019

Language:

english

File:

PDF, 599 KB

english, 2019

33

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Long Beach, CA, USA (2019.6.16-2019.6.17)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019

Liu, Ajian, Wan, Jun, Escalera, Sergio, Escalante, Hugo Jair, Tan, Zichang, Yuan, Qi, Wang, Kai, Lin, Chi, Guo, Guodong, Guyon, Isabelle, Li, Stan Z.

Year:

2019

File:

PDF, 486 KB

2019

34

Recognition of protonated aliphatic α,ω-diamines by coproporphyrin I tetraanion in water

Alejandro Flores-Villalobos, Hugo Morales-Rojas, Sigfrido Escalante-Tovar, Anatoly K. Yatsimirsky

Journal:

Journal of Physical Organic Chemistry

Year:

2002

Language:

english

File:

PDF, 177 KB

english, 2002

35

Perfluorocarbon-perfused vitrectomy: a new method for vitrectomy—a safety and feasibility study

Hugo Quiroz-Mercado, J. Guerrero-Naranjo, R. Agurto-Rivera, C. Leizaola-Fernández, L. Suárez-Tatá, S. Murillo-López, G. Reategui-Escalante, G. García-Aguirre, J. Fromow-Guerra

Journal:

Graefe's Archive for Clinical and Experimental Ophthalmology

Year:

2005

Language:

english

File:

PDF, 173 KB

english, 2005

36

The segmented and annotated IAPR TC-12 benchmark

Hugo Jair Escalante, Carlos A. Hernández, Jesus A. Gonzalez, A. López-López, Manuel Montes, Eduardo F. Morales, L. Enrique Sucar, Luis Villaseñor, Michael Grubinger

Journal:

Computer Vision and Image Understanding

Year:

2010

Language:

english

File:

PDF, 851 KB

english, 2010

37

An energy-based model for region-labeling

Hugo Jair Escalante, Manuel Montes-y-Goméz, Luis Enrique Sucar

Journal:

Computer Vision and Image Understanding

Year:

2011

Language:

english

File:

PDF, 2.40 MB

english, 2011

38

Multi-class particle swarm model selection for automatic image annotation

Hugo Jair Escalante, Manuel Montes, L. Enrique Sucar

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 1.48 MB

english, 2012

39

Acute leukemia classification by ensemble particle swarm model selection

Escalante, Hugo Jair, Montes-y-Gómez, Manuel, González, Jesús A., Gómez-Gil, Pilar, Altamirano, Leopoldo, Reyes, Carlos A., Reta, Carolina, Rosales, Alejandro

Journal:

Artificial Intelligence in Medicine

Year:

2012

Language:

english

File:

PDF, 563 KB

english, 2012

40

CHARACTERIZATION AND BIOCOMPATIBILITY OF PERFUSION-DECELLULARIZED HUMAN HEART MATRIX: TOWARD BIOENGINEERING PERFUSABLE HUMAN HEART GRAFTS

Pedro L Sanchez, Ma Eugenia Fernandez-Santos, Salvatore Costanza, Hugo Rodríguez-Abella, Stefan Kren, Gregorio Garrido, Jose Luis Escalante, Rafael Matesanz, Doris Taylor, Fernandez-Aviles Francisco

Journal:

Journal of the American College of Cardiology

Year:

2012

Language:

english

File:

PDF, 90 KB

english, 2012

41

Prognostic indicators of chronic chagasic cardiopathy

Raúl A. Espinosa, Luis R. Pericchi, Hugo A. Carrasco, Ananías Escalante, Owen Martínez, Rodolfo González

Journal:

International Journal of Cardiology

Year:

1991

Language:

english

File:

PDF, 726 KB

english, 1991

42

[IEEE 2013 IEEE Congress on Evolutionary Computation (CEC) - Cancun, Mexico (2013.06.20-2013.06.23)] 2013 IEEE Congress on Evolutionary Computation - A hybrid surrogate-based approach for evolutionary multi-objective optimization

Rosales-Perez, Alejandro, Coello, Carlos A. Coello, Gonzalez, Jesus A., Reyes-Garcia, Carlos A., Escalante, Hugo Jair

Year:

2013

Language:

english

File:

PDF, 1.52 MB

english, 2013

43

[IEEE 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops) - Providence, RI, USA (2012.06.16-2012.06.21)] 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops - ChaLearn gesture challenge: Design and first results

Guyon, Isabelle, Athitsos, Vassilis, Jangyodsuk, Pat, Hamner, Ben, Escalante, Hugo Jair

Year:

2012

Language:

english

File:

PDF, 171 KB

english, 2012

44

Models of performance of time series forecasters

Graff, Mario, Escalante, Hugo Jair, Cerda-Jacobo, Jaime, Avalos Gonzalez, Alberto

Journal:

Year:

2013

Language:

english

File:

PDF, 852 KB

english, 2013

45

The ChaLearn gesture dataset (CGD 2011)

Guyon, Isabelle, Athitsos, Vassilis, Jangyodsuk, Pat, Escalante, Hugo Jair

Journal:

Machine Vision and Applications

Year:

2014

Language:

english

File:

PDF, 2.28 MB

english, 2014

46

Wind speed forecasting using a portfolio of forecasters

Graff, Mario, Peña, Rafael, Medina, Aurelio, Escalante, Hugo Jair

Journal:

Renewable Energy

Year:

2014

Language:

english

File:

PDF, 920 KB

english, 2014

47

Hymenopteran Parasitoids of Anastrepha Fruit Flies (Diptera: Tephritidae) Reared from Different Hosts in Yucatan, Mexico

Vicente Hernández-Ortiz, Hugo Delfín-González , Andrés Escalante-Tio and Pablo Manrique-Saide

Journal:

Florida Entomologist

Year:

2006

File:

PDF, 320 KB

2006

48

CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition

Wan, Jun, Athitsos, Vassilis, Jangyodsuk, Pat, Escalante, Hugo Jair, Ruan, Qiuqi, Guyon, Isabelle

Journal:

IEEE Transactions on Image Processing

Year:

2014

Language:

english

File:

PDF, 5.10 MB

english, 2014

49

Multi-objective model type selection

Rosales-Pérez, Alejandro, Gonzalez, Jesus A., Coello Coello, Carlos A., Escalante, Hugo Jair, Reyes-Garcia, Carlos A.

Journal:

Year:

2014

Language:

english

File:

PDF, 652 KB

english, 2014

50

Photophysical properties of 2,3-dihydroquinazolin-4(1H)-one derivatives

Cabrera-Rivera, Fanny A., Escalante, Jaime, Morales-Rojas, Hugo, Zigler, David F., Schmidt, Robert D., Jarocha, Lauren E., Forbes, Malcolm D.E.

Journal:

Journal of Photochemistry and Photobiology A: Chemistry

Year:

2014

Language:

english

File:

PDF, 1009 KB

english, 2014

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