Autore	Conte Donatello
Edizione	[1st ed. 2023.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Descrizione fisica	1 online resource (496 pages)
Disciplina	006.3
Altri autori (Persone)	FredAna GusikhinOleg SansoneCarlo
Collana	Communications in Computer and Information Science
Soggetto topico	Artificial intelligence Machine learning Application software Data mining Computers Natural language processing (Computer science) Artificial Intelligence Machine Learning Computer and Information Systems Applications Data Mining and Knowledge Discovery Computing Milieux Natural Language Processing (NLP)
ISBN	3-031-39059-8
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Pervasive AI: (deep) Learning into the Wild -- Deep Reinforcement Learning to Improve Traditional Supervised Learning Methodologies -- Synthetic Network Traffic Data Generation and Classification of Advanced Persistent Threat Samples: A Case Study with GANs and XGBoost -- Improving Primate Sounds Classification Using Binary Presorting for Deep Learning -- Towards Exploring Adversarial Learning for Anomaly Detection in Complex Driving Scenes -- Dynamic Prediction of Survival Status in Patients Undergoing Cardiac Catheterization Using a Joint Modeling Approach -- A Machine Learning Framework for Shuttlecock Tracking and Player Service Fault Detection -- An Automated Dual-Module Pipeline for Stock Prediction: Integrating N-Perception Period Power Strategy and NLP-Driven -- Sentiment Analysis for Enhanced Forecasting Accuracy and Investor Insight -- Machine Learning Applied to Speech Recordings for Parkinson’s Disease Recognition -- Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-Trained Networks vs. Training from Scratch -- A Study of Neural Collapse for Text Classification -- Research Data Reusability with Content-Based Recommender System -- MSDeepNet: A Novel Multi-Stream Deep Neural Network for Real-World Anomaly Detection in Surveillance Videos -- A Novel Probabilistic Approach for Detecting Concept Drift in Streaming Data -- Explaining Relation Classification Models with Semantic Extents -- Phoneme-Based Multi-Task Assessment of Affective Vocal Bursts -- Using Artificial Intelligence to Reduce the Risk of Transfusion Hemolytic Reactions -- ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP -- Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language -- Facilitating Enterprise Model Classification via Embedding Symbolic Knowledge into Neural Network Models -- Explainable Abnormal Time Series Subsequence Detection Using Random Convolutional Kernels -- TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity -- Towards Equitable AI in HR: Designing a Fair, Reliable, and Transparent Human Resource Management Application -- An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning -- UMLDesigner: An Automatic UML Diagram Design Tool -- Graph Neural Networks for Circuit Diagram Pattern Generation -- Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets -- A Survey on Reinforcement Learning and Deep Reinforcement Learning for Recommender Systems -- GAN-Powered Model&Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images.-GAN-Based LiDAR Intensity Simulation -- Evaluating Prototypes and Criticisms for Explaining Clustered Contributions in Digital Public Participation Processes -- FRLL-Beautified: A Dataset of Fun Selfie Filters with Facial Attributes -- CSR & Sentiment Analysis: A New Customized Dictionary.
Record Nr.	UNISA-996547971403316

Autore	Fred Ana
Edizione	[1st ed. 2024.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Descrizione fisica	1 online resource (404 pages)
Disciplina	006.3
Altri autori (Persone)	HadjaliAllel GusikhinOleg SansoneCarlo
Collana	Communications in Computer and Information Science
Soggetto topico	Artificial intelligence Machine learning Application software Data mining Natural language processing (Computer science) Artificial Intelligence Machine Learning Computer and Information Systems Applications Data Mining and Knowledge Discovery Natural Language Processing (NLP)
ISBN	9783031667053 9783031667046
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Geometrical Realization for Time Series Forecasting -- Brains over Brawn: Small AI Labs in the Age of Datacenter-Scale Compute -- Time Series Prediction for Anomalies Detection in Concentrating Solar Power Plants Using Long Short-Term Memory N Networks -- Bayes Classification Using an Approximation to the Joint Probability Distribution of the Attributes -- Pollutant Source Localization Based on Siamese Neural Network Similarity Measure -- Automatic Emotion Analysis in Movies: Matteo Garrone’s Dogman as a Case Study -- Empowering Cybersecurity: CyberShield AI Advanced Integration of Machine Learning and Deep Learning for Dynamic Ransomware Detection -- Empirical Performance of Deep Learning Models with Class Imbalance for Crop Disease Classification -- Automating the Conducting of Surveys Using Large Language Models -- Computer Vision Based Monitoring System for Flotation in Mining Industry 4.0 -- Self-Supervised Learning for Robust Surface Defect Detection -- Efficient Deep Neural Network Verification with QAP-Based zkSNARK -- Version 8 of YOLO for Wildfire Detection -- Investigating a Semantic Similarity Loss Function for the Parallel Training of Abstractive and Extractive Scientific Document Summarizers -- Deep Learning-Based Preprocessing Tools for Turkish Natural Language Processing -- Skin Cancer Classification: A Comparison of CNN-Backbones for Feature-Extraction -- Multilingual Detection of Cyberbullying on Social Networks Using a Fine-Tuned GPT-3.5 Model -- Detecting Big-5 Personality Dimensions from Text Based on Large Language Models -- ME-ODAL: Mixture-of-Experts Ensemble of CNN Models for 3D Object Detection from Automotive LiDAR Point Clouds -- BitNet b1.58 Reloaded: State-of-the-Art Performance Also on Smaller Networks -- Deep Learning for Cattle Face Identification -- OBBabyFace: Oriented Bounding Box for Infant Face Detection -- EEG-Based Patient Independent Epileptic Seizure Detection Using GCN-BRF -- Predicting Components of a Target Value Versus Predicting the Target Value Directly.
Record Nr.	UNINA-9910882893203321

Autore	Hadjali Allel
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (525 pages)
Disciplina	006.31
Altri autori (Persone)	MaioranaEmanuele GusikhinOleg SansoneCarlo
Collana	Communications in Computer and Information Science
Soggetto topico	Artificial intelligence Machine learning Application software Data mining Natural language processing (Computer science) Artificial Intelligence Machine Learning Computer and Information Systems Applications Data Mining and Knowledge Discovery Natural Language Processing (NLP)
ISBN	3-032-04339-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	-- End-to-End ASR Model with Iterative Attention Mechanism Enhanced RNN Model for Phoneme Recognition. -- Diagnostic Trouble Codes Prediction with DTC-GOAT and Ensembles. -- A Fast Fourier Transform-Aided Diffusion-Based U-Net Architecture for Microscopic Medical Image Segmentation. -- Non-Cooperative Game Theory-Aided Learning of CNN Models for Skin Lesion Classification. -- LoRA-Based Summarization of Data Privacy Clauses in Terms and Conditions Documents Aligned with India’s 2023 Digital Personal Data Protection Act. -- Comparison of AI Speech-to-Text Systems and Their Application in Artillery Command and Fire Control Systems. -- Rhythm Fusion: Synchronizing Audio and Motion Features for Music-Driven Dance Generation. -- Leveraging Synthetic Data for Deep-Learning-Based Road Crack Segmentation from UAV Imagery. -- Trojan Vulnerabilities in Host-Based Intrusion Detection Systems. -- Identification of Key Feature Interactions via PDP Decomposition. -- Variational Mode Decomposition (VMD) Parameter Selection Using Sine-Cosine Algorithm (SCA): Application on Vibration Signals for Rotating Machinery Monitoring. -- Forecasting Ethereum Prices with Machine Learning, Deep Learning, and Explainable Artificial Intelligence Using Multi-Source Market Articles and Hybrid Sentiment Analysis. -- Application of Neural Networks to Ultrasonic Data for Discrimination of Fat Types in Muscle Tissue Models. -- SwiNight: Class Imbalanced Night-Time Accident Detection with Swin Transformer. -- Enhancing Off-Policy Method SAC with KAN for Continuous Reinforcement Learning. -- Context-Aware Deep Learning for Longitudinal Data Imputation in Parkinson’s Disease. -- Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design. -- Achieving Zero False Negatives: Optimizing Anomaly Detection with Genetic Neural Architecture Search. -- Whisper-Conformer: A Modified Automatic Speech Recognition for Thai Speech Recognition. -- RevCD: Reversed Conditional Diffusion for Generalized Zero-Shot Learning. -- Toward an Explainable Heatmap-Based Deep Neural Network for Product Defect Classification and Machine Failure Prediction in Industry 4.0. -- Question Answering in a Low-Resource Language: Dataset and Deep Learning Adaptations for Sinhala.
Record Nr.	UNINA-9911035050703321

Edizione	[1st ed. 2009.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009
Descrizione fisica	1 online resource (XX, 1056 p.)
Disciplina	006.42
Collana	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico	Optical data processing Pattern recognition Artificial intelligence Computer graphics Algorithms Image Processing and Computer Vision Pattern Recognition Artificial Intelligence Computer Graphics Algorithm Analysis and Problem Complexity
ISBN	3-642-04146-9
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Invited Talks -- Contest Session -- Computer Graphics and Image Processing -- Low and Middle Level Processing -- 2D and 3D Segmentation -- Feature Extraction and Image Analysis -- Object Detection and Recognition -- Video Analysis and Processing -- Pattern Analysis and Classification -- Learning -- Graphs and Trees -- Applications -- Shape Analysis -- Face Analysis -- Medical Imaging -- Image Analysis and Pattern Recognition.
Record Nr.	UNISA-996465287803316