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I
Isaac Martín de Diego
data science lab
22
H-index
185
Paper Count
2.2K
Citation Count
0
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Published Papers
49
Publication Date
Publication Date
Impact Factor
Citations
External validation of the Hip Fracture Prognosis Tool to predict the probability of gait recovery after hip fracture
European Geriatric Medicine
IF
3.6
2026-08-03
0
PRE
AI
Cristina González de Villaumbrosia; Raquel Barba-Martín; Isaac Martín de Diego; Carmen Lancho-Martín; Marina Cuesta-Santa Teresa; Cristina Ojeda-Thies; Patricia Condorhuamán-Alvarado; Pilar Sáez-López
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FUCO: Fuzzy Counterfactuals Examples
INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I
IF
0
2026-01-01
0
PRE
AI
Cantero Zorita, Francisco Javier; Acena, Victor; Fernandez, Ruben R.; de Diego, Isaac Martin; Moguerza, Javier M.
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Using LLM Agents for Data Integration in Cybersecurity Incidents
INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I
IF
0
2026-01-01
0
PRE
AI
Madrueno, Natalia; Rueda, Jaime; Garcia-Ochoa, Javier; Fernandez-Isabel, Alberto; Martin de Diego, Isaac; Ravines, Romy R.
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Dynamic disagreeing neighbors: A deep dive into complexity estimation
Neurocomputing
IF
6.5
2025-11-10
0
OA
AI
Víctor Aceña; Carmen Lancho; Isaac Martín De Diego; Javier M. Moguerza; Dae-Jin Lee
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Novel utterance data augmentation for intent classification using large language models
Neural Computing and Applications
IF
0
2025-09-23
0
OA
AI
Natalia Madrueño; Alberto Fernández-Isabel; Marina Cuesta; Carmen Lancho; Gonzalo Polo Vera; Isaac Martín de Diego
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Advancing text adversarial example generation using large language models
Knowledge-Based Systems
IF
7.6
2025-08-30
0
OA
AI
Natalia Madrueño; Alberto Fernández-Isabel; Rubén R. Fernández; Isaac Martín de Diego
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Selecting sampling ratios in imbalanced datasets through class complexity
Pattern Analysis and Applications
IF
2
2025-07-02
0
PRE
AI
Carmen Lancho; Marina Cuesta; Isaac Martín De Diego; Víctor Aceña; Javier M. Moguerza
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Deep reinforcement learning for optimal firebreak placement in forest fire prevention
APPLIED SOFT COMPUTING
IF
6.6
2025-05-01
0
PRE
AI
Murray, Lucas; Castillo, Tatiana; de Diego, Isaac Martin; Weber, Richard; Gonzalez-Olabarria, Jose Ramon; Garcia-Gonzalo, Jordi; Weintraub, Andres; Carrasco-Barra, Jaime
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Real-time classification of cattle behavior using Wireless Sensor Networks
INTERNET OF THINGS
IF
7.6
2024-04-01
3
PRE
AI
Navarro, Jorge; Fernandez, Ruben R.; Acena, Victor; Fernandez-Isabel, Alberto; Lancho, Carmen; de Diego, Isaac Martin
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CSViz: Class Separability Visualization for high-dimensional datasets
APPLIED INTELLIGENCE
IF
3.5
2023-12-26
1
PRE
AI
Cuesta, Marina; Lancho, Carmen; Fernandez-Isabel, Alberto; Cano, Emilio L.; De Diego, Isaac Martin
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Fraction of exhaled nitric oxide increases in children treated with elexacaftor-tezacaftorivacaftor
EUROPEAN RESPIRATORY JOURNAL
IF
21
2023-10-27
1
PRE
AI
Martin, Isaac; Ratjen, Felix; Grasemann, Hartmut
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Lytic Bacteriophage Is a Promising Adjunct to Common Antibiotics across Cystic Fibrosis Clinical Strains and Culture Models of Pseudomonas aeruginosa Infection
ANTIBIOTICS-BASEL
IF
4.6
2023-03-16
7
OA
AI
Martin, Isaac; Morales, Sandra; Alton, Eric W. F. W.; Davies, Jane C.
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Support subsets estimation for support vector machines retraining
PATTERN RECOGNITION
IF
7.6
2023-02-01
1
PRE
AI
Acena, Victor; Martin de Diego, Isaac; Fernandez, Ruben R.; Moguerza, Javier M.
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Prevention and Treatment Strategies for Respiratory Syncytial Virus (RSV)
PATHOGENS
IF
3.3
2023-01-17
46
OA
AI
Gatt, Dvir; Martin, Isaac; AlFouzan, Rawan; Moraes, Theo J. J.
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Detecting Low-Credibility Medical Websites Through Semi-Supervised Learning Techniques
IEEE ACCESS
IF
3.6
2023-01-01
1
OA
AI
Fernandez, Cesar Gonzalez; de Diego, Isaac Martin; Fernandez-Isabel, Alberto; Viseu, Juan Fernando Jimenez; Barriuso, Adrian Alonso
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Minimally overfitted learners: A general framework for ensemble learning
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2022-10-01
18
OA
AI
Acena, Victor; Martin de Diego, Isaac; Fernandez, Ruben R.; Moguerza, Javier M.
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Hostility measure for multi-level study of data complexity
APPLIED INTELLIGENCE
IF
3.5
2022-07-26
5
OA
AI
Lancho, Carmen; De Diego, Isaac Martin; Cuesta, Marina; Acena, Victor; Moguerza, Javier M.
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Combining user behavioural information at the feature level to enhance continuous authentication systems
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2022-05-01
9
OA
AI
Martin, Alejandro G.; Martin de Diego, Isaac; Fernandez-Isabel, Alberto; Beltran, Marta; Fernandez, Ruben R.
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Improving Sentiment Classification Performance through Coaching Architectures
COGNITIVE COMPUTATION
IF
4.3
2022-04-27
2
OA
AI
Fernandez-Isabel, Alberto; Cabezas, Javier; Moctezuma, Daniela; Martin de Diego, Isaac
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Triangle-based outlier detection
PATTERN RECOGNITION LETTERS
IF
3.3
2022-04-01
6
PRE
AI
Navarro, Jorge; Martin de Diego, Isaac; Fernandez, Ruben R.; Moguerza, Javier M.
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Research Directions
No research directions
Co-authors
Cooperation Journals
F
Félix Ratjen
H-index: 84 · Papers: 752
J
Jane C. Davies
H-index: 68 · Papers: 765
E
Eric W.F.W. Alton
H-index: 63 · Papers: 475
R
Richard W. Weber
H-index: 51 · Papers: 568
H
Hartmut Grasemann
H-index: 51 · Papers: 265
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