Progress in Artificial Intelligence and Pattern Recognition 8th International Congress on Artificial Intelligence and Pattern Recognition, IWAIPR 2023, Varadero, Cuba, September 27-29, 2023, Proceedings / [electronic resource] :
edited by Yanio Hernández Heredia, Vladimir Milián Núñez, José Ruiz Shulcloper.
- 1st ed. 2024.
- XXIX, 471 p. 173 illus., 124 illus. in color. online resource.
- Lecture Notes in Computer Science, 14335 1611-3349 ; .
- Lecture Notes in Computer Science, 14335 .
Pattern Recognition and Applications -- Fuzzy Employees Shuttle Bus Routing Problem. A practical application -- Oversampling method based covariance matrix estimation in highdimensional imbalanced classification -- Multivariate Cuban Consumer Price Index database, statistic analysis and forecast baseline based on Vector Autoregressive -- Climatic factors that impact the consumption patterns tame of water. A case of study -- An M-SALD_AHP and GIS-based approach to watershed analysis during the development of small and large-scale hydraulic structure construction projects -- Fuzzy Granulation for Feature Extraction in EEG-based Stress Pattern Recognition -- A parallel approach for RegularSearch algorithm -- An improved fault diagnosis scheme based on a type-2 fuzzy classification algorithms -- A new proposal for detection and location of cyberattacks in industrial processes -- Computational capabilities of Adler oscillators under weak localKuramotolike coupling -- Echo State Networks for the prediction of chaotic systems -- Artificial Intelligence, Data Mining and Applications -- Weighted t-Distributed Stochastic Neighbor Embedding for Projection based Clustering -- Evaluation of XAI methods in a FinTech context -- Towards Automatic Principles of Persuasion Detection Using Machine Learning Approach -- Indirect condition monitoring of the transmission belts in a desalination plant by using deep learning -- A novel method for filtering a useful subset of composite linguistic summaries -- Harnessing key phrases in constructing a concept-based semantic representation of text using clustering techniques -- A Comparative Study of Deep Learning Methods for Brain Magnetic Resonance Image Reconstruction -- Improve Spanish Aspect-Based Opinion Mining Through Deep Learning Approach -- Semantic Features Extraction for Hybrid Approach of Emotion Recognition from Texts -- A Knowledge-Based User Feedback Classification Approach for Software Support -- A metaphorical text classifier to compare the use of RoBERTa-large, RoBERTa-base and BERT-base uncased -- Improvements to the IntiGIS model related to the clustering of consumers for rural electrification -- Diagnosis of Alzheimer Disease Progression Stage from Cross Sectional Cognitive Data by Deep Neural Network -- Robust MCU oriented KWS model for children robotic prosthetic hand control -- Detection of malicious bots using a proactive supervised classification approach -- Hybrid selection of breast cancer risk factors in Cuban patients -- Good Negative Sampling for Triple Classification -- Polarity Prediction in Tourism Cuban Reviews using Transformer with Estimation of Distribution Algorithms -- Biometrics, Image, Video and Signals Analysis and Processing -- SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning -- Drone navigation and license place detection for vehicle location in indoor spaces -- Comparison of root mean square index and Hilbert-Huang transform for detection of muscle activation in a person with elbow disarticulation -- MinimalAI: Brain Hemorrhage Detection in Images through Minimalist Machine Learning Approach -- Enhancing License Plate Recognition in Videos through Character-Wise Temporal Combination -- A comparison of some gradient threshold estimators for the Nonlinear Diffusion of Perona-Malik. A novel proposal to improve edge detection in mammography images -- Offline Writer Identification and Verification Evaluation Protocols for Spanish Database -- Authenticity assessment of Cuban banknotes by combining Deep Learning and Image Processing techniques -- A Robust Preprocessing Method for Measuring Image Visual Quality using Log-polar FFT Features -- Effectiveness of Blind Face Restoration to Boost Face Recognition Performance at Low-Resolution Images -- .
This book constitutes the refereed proceedings of the 8th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2023, held in Varadero, Cuba, in October 2023. The 68 papers presented in the proceedings set were carefully reviewed and selected from 38 submissions. The IWAIPR conference aims to provide a leading international forum to promote and disseminate ongoing research into mathematical methods of computing techniques for Artifical Intelligence and Pattern Recognition. .
9783031495526
10.1007/978-3-031-49552-6 doi
Computer vision.
Image processing.
Artificial intelligence.
Computer Vision.
Image Processing.
Artificial Intelligence.
TA1634
006.37
Pattern Recognition and Applications -- Fuzzy Employees Shuttle Bus Routing Problem. A practical application -- Oversampling method based covariance matrix estimation in highdimensional imbalanced classification -- Multivariate Cuban Consumer Price Index database, statistic analysis and forecast baseline based on Vector Autoregressive -- Climatic factors that impact the consumption patterns tame of water. A case of study -- An M-SALD_AHP and GIS-based approach to watershed analysis during the development of small and large-scale hydraulic structure construction projects -- Fuzzy Granulation for Feature Extraction in EEG-based Stress Pattern Recognition -- A parallel approach for RegularSearch algorithm -- An improved fault diagnosis scheme based on a type-2 fuzzy classification algorithms -- A new proposal for detection and location of cyberattacks in industrial processes -- Computational capabilities of Adler oscillators under weak localKuramotolike coupling -- Echo State Networks for the prediction of chaotic systems -- Artificial Intelligence, Data Mining and Applications -- Weighted t-Distributed Stochastic Neighbor Embedding for Projection based Clustering -- Evaluation of XAI methods in a FinTech context -- Towards Automatic Principles of Persuasion Detection Using Machine Learning Approach -- Indirect condition monitoring of the transmission belts in a desalination plant by using deep learning -- A novel method for filtering a useful subset of composite linguistic summaries -- Harnessing key phrases in constructing a concept-based semantic representation of text using clustering techniques -- A Comparative Study of Deep Learning Methods for Brain Magnetic Resonance Image Reconstruction -- Improve Spanish Aspect-Based Opinion Mining Through Deep Learning Approach -- Semantic Features Extraction for Hybrid Approach of Emotion Recognition from Texts -- A Knowledge-Based User Feedback Classification Approach for Software Support -- A metaphorical text classifier to compare the use of RoBERTa-large, RoBERTa-base and BERT-base uncased -- Improvements to the IntiGIS model related to the clustering of consumers for rural electrification -- Diagnosis of Alzheimer Disease Progression Stage from Cross Sectional Cognitive Data by Deep Neural Network -- Robust MCU oriented KWS model for children robotic prosthetic hand control -- Detection of malicious bots using a proactive supervised classification approach -- Hybrid selection of breast cancer risk factors in Cuban patients -- Good Negative Sampling for Triple Classification -- Polarity Prediction in Tourism Cuban Reviews using Transformer with Estimation of Distribution Algorithms -- Biometrics, Image, Video and Signals Analysis and Processing -- SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning -- Drone navigation and license place detection for vehicle location in indoor spaces -- Comparison of root mean square index and Hilbert-Huang transform for detection of muscle activation in a person with elbow disarticulation -- MinimalAI: Brain Hemorrhage Detection in Images through Minimalist Machine Learning Approach -- Enhancing License Plate Recognition in Videos through Character-Wise Temporal Combination -- A comparison of some gradient threshold estimators for the Nonlinear Diffusion of Perona-Malik. A novel proposal to improve edge detection in mammography images -- Offline Writer Identification and Verification Evaluation Protocols for Spanish Database -- Authenticity assessment of Cuban banknotes by combining Deep Learning and Image Processing techniques -- A Robust Preprocessing Method for Measuring Image Visual Quality using Log-polar FFT Features -- Effectiveness of Blind Face Restoration to Boost Face Recognition Performance at Low-Resolution Images -- .
This book constitutes the refereed proceedings of the 8th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2023, held in Varadero, Cuba, in October 2023. The 68 papers presented in the proceedings set were carefully reviewed and selected from 38 submissions. The IWAIPR conference aims to provide a leading international forum to promote and disseminate ongoing research into mathematical methods of computing techniques for Artifical Intelligence and Pattern Recognition. .
9783031495526
10.1007/978-3-031-49552-6 doi
Computer vision.
Image processing.
Artificial intelligence.
Computer Vision.
Image Processing.
Artificial Intelligence.
TA1634
006.37