Daniela Moctezuma

ORCID: 0000-0003-3038-4642
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
Research Areas
  • Sentiment Analysis and Opinion Mining
  • Topic Modeling
  • Natural Language Processing Techniques
  • Advanced Text Analysis Techniques
  • Advanced Image and Video Retrieval Techniques
  • Spam and Phishing Detection
  • Multimodal Machine Learning Applications
  • Video Surveillance and Tracking Methods
  • Photovoltaic System Optimization Techniques
  • Hate Speech and Cyberbullying Detection
  • Face and Expression Recognition
  • Text and Document Classification Technologies
  • Remote Sensing in Agriculture
  • Solar Thermal and Photovoltaic Systems
  • Solar Radiation and Photovoltaics
  • Authorship Attribution and Profiling
  • Web Data Mining and Analysis
  • Human Mobility and Location-Based Analysis
  • Video Analysis and Summarization
  • Remote Sensing and Land Use
  • Remote-Sensing Image Classification
  • Face recognition and analysis
  • Land Use and Ecosystem Services
  • Digital Communication and Language
  • Radio, Podcasts, and Digital Media

Consejo Nacional de Humanidades, Ciencias y Tecnologías
2017-2021

Autonomous University of Aguascalientes
2021

Centro Nacional de Información Geográfica
2020

Consejo Nacional de Ciencia y Tecnología
2020

Consejo Nacional de Ciencia y Tecnología
2017-2020

Universidad Nacional Autónoma de México
2015

Universidad Rey Juan Carlos
2011-2013

A fast automated biometric solution has been proposed to satisfy the future border control needs of airports resulting from rapid growth in number passengers worldwide. Automated (ABC) systems handle problems caused by this growth, such as congestion at electronic gates (e-gates) or delays planned arrival schedules. Different modalities, face, fingerprint, iris recognition, will be used most ABC located European/Schengen areas. Because facial recognition is modality that travelers consider...

10.1016/j.cose.2016.07.001 article EN cc-by-nc-nd Computers & Security 2016-07-09

Early in 2020, an unexpected and hazardous situation occurred threatening challenging all of humankind. A new coronavirus called SARS-CoV-2 was first identified Wuhan, China, its related disease, COVID-19, has induced one the most dangerous crises at a global level since World War II. The ultra-fast transmission rate virus high mortality led Health Organization (WHO) to officially declare pandemic. Governments, for their part, were forced implement unprecedented mobility restrictions cease...

10.3390/ijerph18136981 article EN International Journal of Environmental Research and Public Health 2021-06-29

Image captioning has become an essential Vision & Language research task. It is about predicting the most accurate caption given a specific image or video. The community achieved impressive results by continuously proposing new models and approaches to improve overall model's performance. Nevertheless, despite increasing proposals, performance metrics used measure their advances have remained practically untouched through years. A probe of that, nowadays like BLEU, METEOR, CIDEr, ROUGE are...

10.48550/arxiv.2501.09155 preprint EN arXiv (Cornell University) 2025-01-15

10.1007/s40899-025-01212-9 article EN Sustainable Water Resources Management 2025-03-08

Microblogging social networks are easily subverted by automated fake identities that amass disproportionately large influence. In this paper we present an effort to profile and screen such kind of accounts from existing original ground truth obtained the Twitter platform. Seventy-one explanatory properties solely extracted timeline information evaluated used compare efficacy common supervised machine learning methods at classification task. Results confirm feasible largely effective...

10.1109/ropec.2016.7830626 article EN 2022 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) 2016-11-01

Solar resource assessment is fundamental to reduce the risk in selecting solar power-plants’ location; also for designing appropriate solar-energy conversion technology and operating new sources of solar-power generation. Having a reliable methodology irradiance forecasting allows accurately identifying variations plant energy production and, as consequence, determining improvements supply strategies. A trend based on analysis sky dynamics by processing set images dome. In this paper, dome...

10.3390/app9061131 article EN cc-by Applied Sciences 2019-03-18

In this paper, a novel method (HoGG) for human detection in non-controlled surveillance environments based on Gabor filters and Histograms of Oriented Gradients is proposed. Complete performance results several alternative algorithms are presented. order to evaluate these methods situations, set standard video databases (PETS 2006, PETS 2007, 2009 CAVIAR) as well the classical (in people area) INRIA database used. An exhaustive test design has been built two complementary evaluations: an...

10.1109/iccvw.2011.6130466 article EN 2011-11-01

This paper describes the system used in SemEval-2017 Task 4 (Subtask A): Message Polarity Classification for both English and Arabic languages. Our proposed is an ensemble of two layers, first one uses our generic framework multilingual polarity classification (B4MSA) second layer combines all decision function values predicted by B4MSA systems using a non-linear evolved Genetic Programming system, EvoDAG. With this approach, best performances reached were macro-recall 0.68 (English) 0.477...

10.18653/v1/s17-2130 article EN cc-by Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) 2017-01-01

Sentiment analysis (SA) is a task related to understanding people's feelings in written text; the starting point would be identify polarity level (positive, neutral or negative) of given text, moving on emotions whether text humorous not. This has been subject several research competitions number languages, e.g., English, Spanish, and Arabic, among others. In this contribution, we propose an SA system, namely EvoMSA, that unifies our participating systems various competitions, making it...

10.1109/mci.2019.2954668 article EN IEEE Computational Intelligence Magazine 2020-01-10

A novel method for person identification based on soft-biometrics and oriented to work in real video surveillance environments is proposed this paper. Thus, an evaluation of relevance's level several appearance features carried out with purpose. First, a bag-of-soft-biometric related color, texture, local features, geometry are extracted from individuals. The relevance each feature has been deeply analyzed through different methods. Features ranked weighted according their value. Later,...

10.1186/s13640-015-0078-1 article EN cc-by EURASIP Journal on Image and Video Processing 2015-08-17

The growing interest in the use of clean energy has led to construction increasingly large photovoltaic systems. Consequently, monitoring proper functioning these systems become a highly relevant issue.In this paper, automatic detection, and analysis modules are proposed. To perform analysis, module identification step, based on digital image processing algorithm, is first carried out. This algorithm consists enhancement (contrast enhancement, noise reduction, etc.), followed by segmentation...

10.1109/ropec50909.2020.9258760 article EN 2022 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) 2020-11-04
Coming Soon ...