Daniel Peralta - Publications, H-index & Citations

Daniel Peralta

department of computer science and artificial intelligence

19H指数

58论文数

1.6K被引数

收录论文 19

发表时间

Integrating multi-species and multi-antibiotic resistance classification with MALDI-TOF: a deep learning approach to predict AMR 将多物种和多抗生素耐药性分类与MALDI-TOF相结合：一种预测AMR的深度学习方法

Neural Computing and Applications

IF4.5

2026-08-17

OAAI

Leila Aro-Sati; Xaviera A. López-Cortés; José M. Manrıquez Troncoso; Daniel Peralta

Morphological Profiling of Imaging Flow Cytometry Data Uncovers Heterogeneity in Infected Gephyrocapsa huxleyi Cultures 成像流式细胞术数据的形态学分析揭示了受感染的Gephyrocapsa huxleyi培养物中的异质性

Cytometry Part A

IF2.1

2025-06-16

OAAI

Maxim Lippeveld; Daniel Peralta; Assaf Vardi; Flora Vincent; Yvan Saeys

Monitoring Welfare of Individual Broiler Chickens Using Ultra-Wideband and Inertial Measurement Unit Wearables 使用超宽带和惯性测量单元可穿戴设备监测肉鸡个体的福利

SENSORS

IF3.5

2025-01-29

OAAI

Khan, Imad; Peralta, Daniel; Fontaine, Jaron; de Carvalho, Patricia Soster; Martinez-Caja, Ana Martos; Antonissen, Gunther; Tuyttens, Frank; De Poorter, Eli

Predict plus Optimize Problem in Renewable Energy Scheduling

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Bergmeir, Christoph; de Nijs, Frits; Genov, Evgenii; Sriramulu, Abishek; Abolghasemi, Mahdi; Bean, Richard; Betts, John; Bui, Quang; Dinh, Nam Trong; Einecke, Nils; Esmaeilbeigi, Rasul; Ferraro, Scott; Galketiya, Priya; Glasgow, Robert; Godahewa, Rakshitha; Kang, Yanfei; Limmer, Steffen; Magdalena, Luis; Montero-Manso, Pablo; Peralta, Daniel; Kumar, Yogesh Pipada Sunil; Rosales-Perez, Alejandro; Ruddick, Julian; Stratigakos, Akylas; Stuckey, Peter; Tack, Guido; Triguero, Isaac; Yuan, Rui

Strategy analysis of badminton players using deep learning from IMU and UWB wearables 基于IMU和UWB可穿戴设备的羽毛球运动员深度学习策略分析

INTERNET OF THINGS

IF7.6

2024-10-01

PREAI

Van Herbruggen, Ben; Fontaine, Jaron; Simoen, Jonas; De Mey, Lennert; Peralta, Daniel; Shahid, Adnan; De Poorter, Eli

Polar Encoding: A Simple Baseline Approach for Classification With Missing Values

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2024-05-01

PREAI

Lenz, Oliver Urs; Peralta, Daniel; Cornelis, Chris

Time-Series-Based Feature Selection and Clustering for Equine Activity Recognition Using Accelerometers 使用加速度计进行马活动识别的基于时间序列的特征选择和聚类

IEEE SENSORS JOURNAL

IF4.5

2023-06-01

OAAI

De Waele, Timo; Shahid, Adnan; Peralta, Daniel; Eerdekens, Anniek; Deruyck, Margot; Tuyttens, Frank A. M.; De Poorter, Eli

Optimised one-class classification performance 优化的单类分类性能

MACHINE LEARNING

IF2.9

2022-03-11

OAAI

Lenz, Oliver Urs; Peralta, Daniel; Cornelis, Chris

Average Localised Proximity: A new data descriptor with good default one-class classification performance 平均局部接近度: 具有良好默认单类分类性能的新数据描述符

PATTERN RECOGNITION

IF7.6

2021-10-01

OAAI

Lenz, Oliver Urs; Peralta, Daniel; Cornelis, Chris

Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data 基于特征聚类的单细胞成像数据鲁棒无监督降维

APPLIED SOFT COMPUTING

IF6.6

2020-08-01

PREAI

Peralta, Daniel; Saeys, Yvan

Scalable Approximate FRNN-OWA Classification

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2020-05-01

OAAI

Lenz, Oliver Urs; Peralta, Daniel; Cornelis, Chris

Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems 异构cpu-gpu系统中潜在指纹识别的异步处理

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Sanchez-Fernandez, Andres J.; Romero, Luis F.; Peralta, Daniel; Medina-Perez, Miguel Angel; Saeys, Yvan; Herrera, Francisco; Tabik, Siham

On the use of convolutional neural networks for robust classification of multiple fingerprint captures 关于使用卷积神经网络对多个指纹捕获进行鲁棒分类

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2017-11-14

OAAI

Peralta, Daniel; Triguero, Isaac; Garcia, Salvador; Saeys, Yvan; Benitez, Jose M.; Herrera, Francisco

Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection 使用基于特征融合和选择的分层分类降低数据库渗透率的分布式增量指纹识别

KNOWLEDGE-BASED SYSTEMS

IF7.6

2017-06-01

OAAI

Peralta, Daniel; Triguero, Isaac; Garcia, Salvador; Saeys, Yvan; Benitez, Jose M.; Herrera, Francisco

DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases Dpd-dff: 一种具有双指纹融合的双相分布式方案，可在大型数据库中快速准确地识别

INFORMATION FUSION

IF15.5

2016-11-01

OAAI

Peralta, Daniel; Triguero, Isaac; Garcia, Salvador; Herrera, Francisco; Benitez, Jose M.

A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models 指纹分类综述第一部分: 特征提取方法和学习模型的分类

KNOWLEDGE-BASED SYSTEMS

IF7.6

2015-06-01

OAAI

Galar, Mikel; Derrac, Joaquin; Peralta, Daniel; Triguero, Isaac; Paternain, Daniel; Lopez-Molina, Carlos; Garcia, Salvador; Benitez, Jose M.; Pagola, Miguel; Barrenechea, Edurne; Bustince, Humberto; Herrera, Francisco

A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal 指纹分类综述第二部分: 实验分析和集成建议

KNOWLEDGE-BASED SYSTEMS

IF7.6

2015-06-01

OAAI

Galar, Mike; Derrac, Joaquin; Peralta, Daniel; Triguero, Isaac; Paternain, Daniel; Lopez-Molina, Carlos; Garcia, Salvador; Benitez, Jose M.; Pagola, Miguel; Barreneche, Edurne; Bustince, Humberto; Herrera, Francisco b

MRPR: A Map Reduce solution for prototype reduction in big data classification MRPR: 一种用于大数据分类原型缩减的Map Reduce解决方案

NEUROCOMPUTING

IF6.5

2015-02-01

171

OAAI

Triguero, Isaac; Peralta, Daniel; Bacardit, Jaume; Garcia, Salvador; Herrera, Francisco

Fast fingerprint identification for large databases 大型数据库的快速指纹识别

PATTERN RECOGNITION

IF7.6

2014-02-01

PREAI

Peralta, D.; Triguero, I.; Sanchez-Reillo, R.; Herrera, F.; Benitez, J. M.

研究方向