David Camacho

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 187

Top Venues

CoRR

Inf. Fusion

Future Gener. Comput. Syst.

IDC

Publications

Minsung Hong, Sojung An, Rajendra Akerkar, David Camacho, Jason J. Jung
Cross-cultural contextualisation for recommender systems. J. Ambient Intell. Humaniz. Comput. 15 (2) (2024)
Cristian Ramírez-Atencia, David Camacho
Extending QGroundControl for Automated Mission Planning of UAVs. CoRR (2024)
Cristian Ramírez-Atencia, Javier Del Ser, David Camacho
Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning. CoRR (2024)
Mahmoud Barhamgi, Abir Masmoudi, Raúl Lara-Cabrera, David Camacho
Social networks data analysis with semantics: application to the radicalization problem. J. Ambient Intell. Humaniz. Comput. 15 (2) (2024)
Javier Huertas-Tato, Alejandro Martín, David Camacho
Understanding writing style in social media with a supervised contrastively pre-trained transformer. Knowl. Based Syst. 296 (2024)
Helena Liz-López, Javier Huertas-Tato, Jorge Pérez-Aracil, Carlos Casanova-Mateo, Julia Sanz-Justo, David Camacho
Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information. Knowl. Based Syst. 283 (2024)
Cristian Ramírez-Atencia, David Camacho
Constrained multi-objective optimization for multi-UAV planning. CoRR (2024)
Jinyong Chen, Qilei Li, Mingliang Gao, Wenzhe Zhai, Gwanggil Jeon, David Camacho
Towards zero-shot object counting via deep spatial prior cross-modality fusion. Inf. Fusion 111 (2024)
Cristian Ramírez-Atencia, Víctor Rodríguez-Fernández, David Camacho
A revision on Multi-Criteria Decision Making methods for Multi-UAV Mission Planning Support. CoRR (2024)
Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho
Camouflage is all you need: Evaluating and Enhancing Language Model Robustness Against Camouflage Adversarial Attacks. CoRR (2024)
Junxin Chen, Zhihuan Guo, Xu Xu, Gwanggil Jeon, David Camacho
Artificial intelligence for heart sound classification: A review. Expert Syst. J. Knowl. Eng. 41 (4) (2024)
Haifa Gmati, Amira Mouakher, Antonio González-Pardo, David Camacho
A new algorithm for communities detection in social networks with node attributes. J. Ambient Intell. Humaniz. Comput. 15 (2) (2024)
Junho Yoon, Ángel Panizo-LLedot, David Camacho, Chang Choi
Triple-modality interaction for deepfake detection on zero-shot identity. Inf. Fusion 109 (2024)
Víctor Rodríguez-Fernández, David Camacho
Recent trends and advances in machine learning challenges and applications for industry 4.0. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Helena Liz-López, Mamadou Keita, Abdelmalik Taleb-Ahmed, Abdenour Hadid, Javier Huertas-Tato, David Camacho
Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges. Inf. Fusion 103 (2024)
Moutaz Alazab, Ruba Abu Khurma, David Camacho, Alejandro Martín
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization. Cogn. Comput. 16 (5) (2024)
Leandro A. Passos, Danilo Samuel Jodas, Kelton A. P. Costa, Luis Antônio de Souza, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa
A review of deep learning-based approaches for deepfake content detection. Expert Syst. J. Knowl. Eng. 41 (8) (2024)
Junxin Chen, Xu Xu, Gwanggil Jeon, David Camacho, Ben-Guo He
WLR-Net: An Improved YOLO-V7 With Edge Constraints and Attention Mechanism for Water Leakage Recognition in the Tunnel. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Pablo Miralles, Alejandro Martín, David Camacho
Team aida at PAN: Ensembling Normalized Log Probabilities. CLEF (Working Notes) (2024)
Yejin Kim, David Camacho, Chang Choi
Real-Time Multi-Class Classification of Respiratory Diseases Through Dimensional Data Combinations. Cogn. Comput. 16 (2) (2024)
Mikail Mohammed Salim, David Camacho, Jong Hyuk Park
Digital Twin and federated learning enabled cyberthreat detection system for IoT networks. Future Gener. Comput. Syst. 161 (2024)
Khalid Belhajjame, Mahmoud Barhamgi, David Camacho
Exploring Data Preparation Modules by Examples. ACIIDS (1) (2024)
Paolo Rosso, Berta Chulvi, Damir Korencic, Mariona Taulé, Xavier Bonet Casals, David Camacho, Ángel Panizo, David Arroyo, Juan Gómez, Francisco Rangel
XAI-DisInfodemics: eXplainable AI for disinformation and conspiracy detection during infodemics. SEPLN (Projects and Demonstrations) (2024)
Iñaki del Campo Sánchez-Hermosilla, Ángel Panizo-LLedot, David Camacho
A Study on NLP Model Ensembles and Data Augmentation Techniques for Separating Critical Thinking from Conspiracy Theories in English Texts. CLEF (Working Notes) (2024)
Cristian Ramírez-Atencia, Gema Bello Orgaz, María D. R.-Moreno, David Camacho
Solving Complex Multi-UAV Mission Planning Problems using Multi-objective Genetic Algorithms. CoRR (2024)
David Camacho, Juan Gómez-Romero, Jason J. Jung
Special issue on infodemics. J. Ambient Intell. Humaniz. Comput. 15 (3) (2024)
Moutaz Alazab, Ruba Abu Khurma, Pedro A. Castillo, Bilal Abu-Salih, Alejandro Martín, David Camacho
An Effective Networks Intrusion Detection Approach Based on Hybrid Harris Hawks and Multi-Layer Perceptron. CoRR (2024)
Javier Huertas-Tato, Alejandro Martín, David Camacho
Using Authorship Embeddings to Understand Writing Style in Social Media. CLEF (2023)
Javier Torregrosa, Sergio D'Antonio-Maceiras, Guillermo Villar-Rodríguez, Amir Hussain, Erik Cambria, David Camacho
A Mixed Approach for Aggressive Political Discourse Analysis on Twitter. Cogn. Comput. 15 (2) (2023)
Sara Domínguez-Rodríguez, Helena Liz-López, Angel Panizo-LLedot, Álvaro Ballesteros, Ron Dagan, David Greenberg, Lourdes Gutiérrez, Pablo Rojo, Enrique Otheo, Juan Carlos Galán, Sara Villanueva, Sonsoles García, Pablo Mosquera, Alfredo Tagarro, Cinta Moraleda, David Camacho
Testing the performance, adequacy, and applicability of an artificial intelligence model for pediatric pneumonia diagnosis. Comput. Methods Programs Biomed. 242 (2023)
Javier Torregrosa, Ángel Panizo-LLedot, Sergio D'Antonio-Maceiras, David Camacho
Measuring the Relationship Between the Use of Typical Manosphere Discourse and the Engagement of a User with the Pick-Up Artist Community. IDEAL (2023)
Javier Huertas-Tato, Alejandro Martín, David Camacho
BERTuit: Understanding Spanish language in Twitter with transformers. Expert Syst. J. Knowl. Eng. 40 (9) (2023)
Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho
Exploring Dimensionality Reduction Techniques in Multilingual Transformers. Cogn. Comput. 15 (2) (2023)
Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho
Countering Malicious Content Moderation Evasion in Online Social Networks: Simulation and Detection of Word CamouflageS. NLP-MisInfo@SEPLN (2023)
Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho
Countering malicious content moderation evasion in online social networks: Simulation and detection of word camouflage. Appl. Soft Comput. 145 (2023)
Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, David Camacho
Extending collaborative filtering recommendation using word embedding: A hybrid approach. Concurr. Comput. Pract. Exp. 35 (16) (2023)
Alejandro Martín, Alfonso Hernández, Moutaz Alazab, Jason J. Jung, David Camacho
Evolving Generative Adversarial Networks to improve image steganography. Expert Syst. Appl. 222 (2023)
Javier Huertas-Tato, Alejandro Martín, David Camacho
Understanding writing style in social media with a supervised contrastively pre-trained transformer. CoRR (2023)
Francesco Piccialli, Fabio Giampaolo, David Camacho, Gang Mei
Guest Editorial: Scientific and Physics-Informed Machine Learning for Industrial Applications. IEEE Trans. Ind. Informatics 19 (2) (2023)
Geon Ju Lee, Jason J. Jung, David Camacho
Exploiting weighted association rule mining for indicating synergic formation tactics in soccer teams. Concurr. Comput. Pract. Exp. 35 (16) (2023)
Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho
DeepVATS: Deep Visual Analytics for Time Series. Knowl. Based Syst. 277 (2023)
Helena Liz-López, Javier Huertas-Tato, Jorge Pérez-Aracil, Carlos Casanova-Mateo, Julia Sanz-Justo, David Camacho
Spain on Fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information. CoRR (2023)
Javier Torregrosa, Gema Bello Orgaz, Eugenio Martínez-Cámara, Javier Del Ser, David Camacho
A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges. J. Ambient Intell. Humaniz. Comput. 14 (8) (2023)
Emma Stevenson, Víctor Rodríguez-Fernández, Hodei Urrutxua, Vincent Morand, David Camacho
Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management. CoRR (2023)
Victor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho
DeepVATS: Deep Visual Analytics for Time Series. CoRR (2023)
Helena Liz, Javier Huertas-Tato, Manuel A. Sánchez-Montañés, Javier Del Ser, David Camacho
Deep learning for understanding multilabel imbalanced Chest X-ray datasets. Future Gener. Comput. Syst. 144 (2023)
Javier Huertas-Tato, Alejandro Martín, David Camacho
SILT: Efficient transformer training for inter-lingual inference. Expert Syst. Appl. 200 (2022)
Alejandro Martín, David Camacho
Recent advances on effective and efficient deep learning-based solutions. Neural Comput. Appl. 34 (13) (2022)
Alejandro Martín, Javier Huertas-Tato, Álvaro Huertas-García, Guillermo Villar-Rodríguez, David Camacho
FacTeR-Check: Semi-automated fact-checking through semantic similarity and natural language inference. Knowl. Based Syst. 251 (2022)
Moutaz Alazab, Ruba Abu Khurma, Albara W. Awajan, David Camacho
A new intrusion detection system based on Moth-Flame Optimizer algorithm. Expert Syst. Appl. 210 (2022)
Adrian Giron-Jimenez, Angel Panizo-LLedot, Javier Torregrosa, David Camacho
Representational Learning for the Detection of COVID Related Conspiracy Spreaders in Online Platforms. MediaEval (2022)
Javier Huertas-Tato, Álvaro Huertas-García, Alejandro Martín, David Camacho
PART: Pre-trained Authorship Representation Transformer. CoRR (2022)
Emma Stevenson, Riansares Martinez, Víctor Rodríguez-Fernández, David Camacho
Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning. CEC (2022)
Arsenii Tretiakov, Alejandro Martín, David Camacho
Detection of False Information in Spanish Using Machine Learning Techniques. IDEAL (2022)
Helena Liz, Javier Huertas-Tato, Manuel Sánchez-Montañés, Javier Del Ser, David Camacho
Deep learning for understanding multilabel imbalanced Chest X-ray datasets. CoRR (2022)
Javier Huertas-Tato, Alejandro Martín, Álvaro Huertas-García, David Camacho
Generating Authorship Embeddings with Transformers. IJCNN (2022)
Ángel Panizo-LLedot, Javier Torregrosa, Raquel Menéndez-Ferreira, Daniel López-Fernández, Pedro Pablo Alarcón, David Camacho
YoungRes: A Serious Game-Based Intervention to Increase Youngsters Resilience Against Extremist Ideologies. IEEE Access 10 (2022)
Álvaro Huertas-García, Helena Liz, Guillermo Villar-Rodríguez, Alejandro Martín, Javier Huertas-Tato, David Camacho
AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny Identification. SemEval@NAACL (2022)
Ángel Panizo-LLedot, Martín Pedemonte, Gema Bello Orgaz, David Camacho
Addressing Evolutionary-Based Dynamic Problems: A New Methodology for Evaluating Immigrants Strategies in MOGAs. IEEE Access 10 (2022)
Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho
Countering Malicious Content Moderation Evasion in Online Social Networks: Simulation and Detection of Word Camouflage. CoRR (2022)
Eva García-Soto, Alejandro Martín, Javier Huertas-Tato, David Camacho
Android Malware Detection Through a Pre-trained Model for Code Understanding. UCAmI (2022)
Javier Huertas-Tato, Alejandro Martín, David Camacho
BERTuit: Understanding Spanish language in Twitter through a native transformer. CoRR (2022)
Abdu Gumaei, Mabrook S. Al-Rakhami, Mohammad Mehedi Hassan, Victor Hugo C. de Albuquerque, David Camacho
An Effective Approach for Rumor Detection of Arabic Tweets Using eXtreme Gradient Boosting Method. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (1) (2022)
Javier Huertas-Tato, Alejandro Martín, Julian Fiérrez, David Camacho
Fusing CNNs and statistical indicators to improve image classification. Inf. Fusion 79 (2022)
Javier Del Ser, Miren Nekane Bilbao, Ibai Laña, Khan Muhammad, David Camacho
Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks. IJCNN (2022)
Muhammed Hanefi Calp, Resul Butuner, Utku Kose, Atif Alamri, David Camacho
IoHT-based deep learning controlled robot vehicle for paralyzed patients of smart cities. J. Supercomput. 78 (9) (2022)
Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho
Exploring Dimensionality Reduction Techniques in Multilingual Transformers. CoRR (2022)
Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, David Camacho, Giovanni Acampora
Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion. Inf. Fusion 74 (2021)
Javier Huertas-Tato, Alejandro Martín, David Camacho
SML: a new Semantic Embedding Alignment Transformer for efficient cross-lingual Natural Language Inference. CoRR (2021)
Álvaro Huertas-García, Javier Huertas-Tato, Alejandro Martín, David Camacho
Countering Misinformation Through Semantic-Aware Multilingual Models. IDEAL (2021)
Víctor Rodríguez-Fernández, Agnieszka Trzcionkowska, Antonio González-Pardo, Edyta Brzychczy, Grzegorz J. Nalepa, David Camacho
Conformance Checking for Time-Series-Aware Processes. IEEE Trans. Ind. Informatics 17 (2) (2021)
Jorge Pérez-Aracil, Carlos Camacho-Gómez, Alejandro Mateo Hernández-Díaz, Emiliano Pereira, David Camacho, Sancho Salcedo-Sanz
Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches. Swarm Evol. Comput. 67 (2021)
Tri-Hai Nguyen, Gen Li, Hyoenseong Jo, Jason J. Jung, David Camacho
Cooperative Negotiation in Connected Vehicles for Mitigating Traffic Congestion. IDC (2021)
Álvaro Huertas-García, Javier Huertas-Tato, Alejandro Martín, David Camacho
CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification. CLEF (Working Notes) (2021)
José María Valls, Ricardo Aler, Inés María Galván, David Camacho
Supervised data transformation and dimensionality reduction with a 3-layer multi-layer perceptron for classification problems. J. Ambient Intell. Humaniz. Comput. 12 (12) (2021)
Javier Torregrosa, Gema Bello Orgaz, Eugenio Martínez Cámara, Javier Del Ser, David Camacho
A survey on extremism analysis using Natural Language Processing. CoRR (2021)
Alberto Diez-Olivan, Patxi Ortego, Javier Del Ser, Itziar Landa-Torres, Diego Galar, David Camacho, Basilio Sierra
Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions. IEEE Trans. Ind. Informatics 17 (11) (2021)
Alejandro Martín, Javier Huertas-Tato, Álvaro Huertas-García, Guillermo Villar-Rodríguez, David Camacho
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference. CoRR (2021)
Helena Liz, Manuel Sánchez-Montañés, Alfredo Tagarro, Sara Domínguez-Rodríguez, Ron Dagan, David Camacho
Ensembles of Convolutional Neural Network models for pediatric pneumonia diagnosis. Future Gener. Comput. Syst. 122 (2021)
Álvaro Huertas-García, Javier Huertas-Tato, Alejandro Martín, David Camacho
Profiling Hate Speech Spreaders on Twitter: Transformers and mixed pooling. CLEF (Working Notes) (2021)
David Camacho, Ángel Panizo-LLedot, Gema Bello Orgaz, Antonio González-Pardo, Erik Cambria
The Four Dimensions of Social Network Analysis: An Overview of Research Methods, Applications, and Software Tools. CoRR (2020)
David Camacho, Ángel Panizo-LLedot, Gema Bello Orgaz, Antonio González-Pardo, Erik Cambria
The four dimensions of social network analysis: An overview of research methods, applications, and software tools. Inf. Fusion 63 (2020)
Maria Laura Previti, Víctor Rodríguez-Fernández, David Camacho, Vincenza Carchiolo, Michele Malgeri
Fake News Detection Using Time Series and User Features Classification. EvoApplications (2020)
Gen Li, Chang Ha Lee, Jason J. Jung, Young Chul Youn, David Camacho
Deep learning for EEG data analytics: A survey. Concurr. Comput. Pract. Exp. 32 (18) (2020)
Khac-Hoai Nam Bui, Israel Edem Agbehadji, Richard C. Millham, David Camacho, Jason J. Jung
Distributed artificial bee colony approach for connected appliances in smart home energy management system. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
David Camacho, Gema Bello Orgaz
Special issue on computational intelligence for social mining. J. Ambient Intell. Humaniz. Comput. 11 (1) (2020)
Cristian Ramírez-Atencia, Sanaz Mostaghim, David Camacho
sKPNSGA-II: Knee point based MOEA with self-adaptive angle for Mission Planning Problems. CoRR (2020)
Alejandro Martín, Raúl Lara-Cabrera, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás-Martínez, David Camacho
Statistically-driven Coral Reef metaheuristic for automatic hyperparameter setting and architecture design of Convolutional Neural Networks. CEC (2020)
Mahmoud Barhamgi, Charith Perera, Chia-Mu Yu, Djamal Benslimane, David Camacho, Christine Bonnet
Privacy in Data Service Composition. CoRR (2020)
Javier Huertas-Tato, Alejandro Martín, David Camacho
Cloud Type Identification Using Data Fusion and Ensemble Learning. IDEAL (2) (2020)
Raquel Menéndez-Ferreira, Javier Torregrosa, Ángel Panizo-LLedot, Antonio González-Pardo, David Camacho
Improving Youngsters' Resilience Through Video Game-Based Interventions. Vietnam. J. Comput. Sci. 7 (3) (2020)
Martín Pedemonte, Ángel Panizo-LLedot, Gema Bello Orgaz, David Camacho
Exploring Multi-objective Cellular Genetic Algorithms in Community Detection Problems. IDEAL (2) (2020)
Geon Ju Lee, Gen Li, David Camacho, Jason J. Jung
Discovering Synergic Association by Feature Clustering from Soccer Players. RACS (2020)
Alberto Mateos Rama, Víctor Rodríguez-Fernández, David Camacho
Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models. EvoApplications (2020)
Javier Torregrosa, Ángel Panizo-LLedot, Gema Bello Orgaz, David Camacho
Analyzing the relationship between relevance and extremist discourse in an alt-right network on Twitter. Soc. Netw. Anal. Min. 10 (1) (2020)
Mahmoud Barhamgi, Charith Perera, Chia-Mu Yu, Djamal Benslimane, David Camacho, Christine Bonnet
Privacy in Data Service Composition. IEEE Trans. Serv. Comput. 13 (4) (2020)
Gema Bello Orgaz, Rus M. Mesas, Carmen Zarco, Víctor Rodríguez-Fernández, Oscar Cordón, David Camacho
Marketing analysis of wineries using social collective behavior from users' temporal activity on Twitter. Inf. Process. Manag. 57 (5) (2020)
Cristian Ramírez-Atencia, Víctor Rodríguez-Fernández, David Camacho
A revision on multi-criteria decision making methods for multi-UAV mission planning support. Expert Syst. Appl. 160 (2020)
Ángel Panizo-LLedot, Gema Bello Orgaz, David Camacho
A Multi-Objective Genetic Algorithm for detecting dynamic communities using a local search driven immigrant's scheme. Future Gener. Comput. Syst. 110 (2020)
Víctor Rodríguez-Fernández, David Camacho
Special issue on "Machine Learning Challenges and Applications for Industry 4.0". Expert Syst. J. Knowl. Eng. 37 (4) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Camacho