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Deep Learning Theory and Applications : 5th International Conference, DeLTA 2024, Dijon, France, July 10–11, 2024, Proceedings, Part II / / edited by Ana Fred, Allel Hadjali, Oleg Gusikhin, Carlo Sansone
| Deep Learning Theory and Applications : 5th International Conference, DeLTA 2024, Dijon, France, July 10–11, 2024, Proceedings, Part II / / edited by Ana Fred, Allel Hadjali, Oleg Gusikhin, Carlo Sansone |
| 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 |
Fred Ana
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Deep Learning Theory and Applications : 5th International Conference, DeLTA 2024, Dijon, France, July 10–11, 2024, Proceedings, Part I / / edited by Ana Fred, Allel Hadjali, Oleg Gusikhin, Carlo Sansone
| Deep Learning Theory and Applications : 5th International Conference, DeLTA 2024, Dijon, France, July 10–11, 2024, Proceedings, Part I / / edited by Ana Fred, Allel Hadjali, Oleg Gusikhin, Carlo Sansone |
| Autore | Fred Ana |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (382 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 |
9783031666940
9783031666933 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Deep Learning for Wearable Biometrics -- A Deep Learning-Based Plant Disease Detection and Classification for Arabica Coffee Leaves -- CNN-N-BEATS: Novel Hybrid Model for Time-Series Forecasting -- Development and Applications of Gesture-Controlled Drones: Advances in Hand Gesture Recognition for Aerial Navigation -- Towards Natural-Sounding Speech to Text in English -- Scoping Review of Active Learning Strategies and Their Evaluation Environments for Entity Recognition Tasks -- Solar Activity Impact on Firefighter Interventions: Factors Analysis -- Detecting Flow via a Machine Learning Model in a MOOC Context -- Online Job Posting Authenticity Prediction with Machine and Deep Learning: Performance Comparison Between N-Gram and TF-IDF -- Evolving Deep Architectures: A New Blend of CNNs and Transformers Without Pre-Training Dependencies.-Closing the Sim-to-Real Gap: Enhancing Autonomous Precision Landing of UAVs with Detection-Informed Deep Reinforcement Learning -- Mitigating Class Imbalance in Healthcare AI Image Classification: Evaluating the Efficacy of Existing Generative Adversarial Network -- More than Noise: Assessing the Viscosity of Food Products Based on Sound Emission -- Vector Analysis of Deep Neural Network Training Process -- Secure Coalition Formation for Federated Machine Learning -- Action Conditioned Attention Encoder-Decoder and Discriminator for Human Motion Generation -- Citation Polarity Identification in Scientific Research Articles Using Deep Learning Methods -- Exploring Physiology-Based Classification of Flow During Musical Improvisation in Mixed Reality -- Refining Weights for Enhanced Object Similarity in Multi-Perspective 6D of Pose Estimation and 3D Object Detection -- End-to-End Video Surveillance Framework for Anomaly Detection and Person Re-Identification -- Few-Shot Learning with Novelty Detection. |
| Record Nr. | UNINA-9910881097303321 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Deep Learning Theory and Applications [[electronic resource] ] : First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Kurosh Madani
| Deep Learning Theory and Applications [[electronic resource] ] : First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Kurosh Madani |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (163 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
SansoneCarlo
MadaniKurosh |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer systems Computer networks Computer science—Mathematics Artificial Intelligence Computer System Implementation Computer Communication Networks Mathematics of Computing |
| ISBN | 3-031-37320-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning -- Multi-stage Conditional GAN Architectures for Person-image Generation -- Evaluating Deep Learning Models for the Automatic Inspection of Collective Protective Equipment -- Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks -- Forecasting the UN Sustainable Development Goals -- Disrupting Active Directory Attacks with Deep Learning for Organic Honeyuser Placement -- Crack Detection on Brick Walls by Convolutional Neural Networks using the Methods of Sub-Dataset Generation and Matching. |
| Record Nr. | UNISA-996546829503316 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Deep Learning Theory and Applications [[electronic resource] ] : Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani
| Deep Learning Theory and Applications [[electronic resource] ] : Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (130 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
SansoneCarlo
GusikhinOleg MadaniKurosh |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer systems Computer networks Computer science—Mathematics Artificial Intelligence Computer System Implementation Computer Communication Networks Mathematics of Computing |
| ISBN | 3-031-37317-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Modified SkipGram Negative Sampling Model for Faster Convergence of Graph Embedding -- Active Collection of Well-being and Health Data in Mobile Devices -- Reliable Classification of Images by Calculating Their Credibility using a Layer-wise Activation Cluster Analysis of CNNs -- Trac Sign Repositories: Bridging the Gap between Real and Synthetic Data -- Convolutional Neural Networks for Structural Damage Localization on Digital Twins -- Evaluating and Improving RoSELS for Road Surface Extraction from 3D Automotive LiDAR Point Cloud Sequences. |
| Record Nr. | UNISA-996546836003316 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Deep Learning Theory and Applications : First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Kurosh Madani
| Deep Learning Theory and Applications : First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Kurosh Madani |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (163 pages) |
| Disciplina |
006.3
006.31 |
| Altri autori (Persone) |
SansoneCarlo
MadaniKurosh |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer systems Computer networks Computer science—Mathematics Artificial Intelligence Computer System Implementation Computer Communication Networks Mathematics of Computing |
| ISBN | 3-031-37320-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning -- Multi-stage Conditional GAN Architectures for Person-image Generation -- Evaluating Deep Learning Models for the Automatic Inspection of Collective Protective Equipment -- Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks -- Forecasting the UN Sustainable Development Goals -- Disrupting Active Directory Attacks with Deep Learning for Organic Honeyuser Placement -- Crack Detection on Brick Walls by Convolutional Neural Networks using the Methods of Sub-Dataset Generation and Matching. |
| Record Nr. | UNINA-9910734891003321 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Deep Learning Theory and Applications : Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani
| Deep Learning Theory and Applications : Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (130 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
SansoneCarlo
GusikhinOleg MadaniKurosh |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer systems Computer networks Computer science—Mathematics Artificial Intelligence Computer System Implementation Computer Communication Networks Mathematics of Computing |
| ISBN | 3-031-37317-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Modified SkipGram Negative Sampling Model for Faster Convergence of Graph Embedding -- Active Collection of Well-being and Health Data in Mobile Devices -- Reliable Classification of Images by Calculating Their Credibility using a Layer-wise Activation Cluster Analysis of CNNs -- Trac Sign Repositories: Bridging the Gap between Real and Synthetic Data -- Convolutional Neural Networks for Structural Damage Localization on Digital Twins -- Evaluating and Improving RoSELS for Road Surface Extraction from 3D Automotive LiDAR Point Cloud Sequences. |
| Record Nr. | UNINA-9910734874903321 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Knowledge Discovery, Knowledge Engineering and Knowledge Management [[electronic resource] ] : 13th International Joint Conference, IC3K 2021, Virtual Event, October 25–27, 2021, Revised Selected Papers / / edited by Ana Fred, David Aveiro, Jan Dietz, Jorge Bernardino, Elio Masciari, Joaquim Filipe
| Knowledge Discovery, Knowledge Engineering and Knowledge Management [[electronic resource] ] : 13th International Joint Conference, IC3K 2021, Virtual Event, October 25–27, 2021, Revised Selected Papers / / edited by Ana Fred, David Aveiro, Jan Dietz, Jorge Bernardino, Elio Masciari, Joaquim Filipe |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (186 pages) |
| Disciplina | 025.04 |
| Altri autori (Persone) |
AveiroDavid
DietzJan BernardinoJorge MasciariElio FilipeJoaquim |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Information storage and retrieval systems
Artificial intelligence Application software Computer science Software engineering Information Storage and Retrieval Artificial Intelligence Computer and Information Systems Applications Theory of Computation Software Engineering |
| ISBN | 3-031-35924-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Pathology Data Prioritisation: A Study of Using Multi-variate Time Series without a Ground Truth -- From Event Tracking to Event Modelling: Understanding as a Paradigm Shift -- Exploring Semantic Similarity between German Legal Texts and Referred Laws -- Multidimensional Fairness in Paper Recommendation -- The Foundational Ontology ThingFO: Architectural Aspects, Concepts, and Applicability -- Evidence in Policymaking: A Systematic Approach -- BERT-based Ensemble Learning Approach for Sentiment Analysis -- An Ontology-driven Approach to the Analytical Platform Development for Data-intensive Domains -- How to Design a Business-Oriented Digitalized Innovation Environment: A Multi-Perspective Approach. |
| Record Nr. | UNISA-996546819903316 |
|
Fred Ana
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Knowledge Discovery, Knowledge Engineering and Knowledge Management : 13th International Joint Conference, IC3K 2021, Virtual Event, October 25–27, 2021, Revised Selected Papers / / edited by Ana Fred, David Aveiro, Jan Dietz, Jorge Bernardino, Elio Masciari, Joaquim Filipe
| Knowledge Discovery, Knowledge Engineering and Knowledge Management : 13th International Joint Conference, IC3K 2021, Virtual Event, October 25–27, 2021, Revised Selected Papers / / edited by Ana Fred, David Aveiro, Jan Dietz, Jorge Bernardino, Elio Masciari, Joaquim Filipe |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (186 pages) |
| Disciplina | 025.04 |
| Altri autori (Persone) |
AveiroDavid
DietzJan BernardinoJorge MasciariElio FilipeJoaquim |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Information storage and retrieval systems
Artificial intelligence Application software Computer science Software engineering Information Storage and Retrieval Artificial Intelligence Computer and Information Systems Applications Theory of Computation Software Engineering |
| ISBN | 3-031-35924-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Pathology Data Prioritisation: A Study of Using Multi-variate Time Series without a Ground Truth -- From Event Tracking to Event Modelling: Understanding as a Paradigm Shift -- Exploring Semantic Similarity between German Legal Texts and Referred Laws -- Multidimensional Fairness in Paper Recommendation -- The Foundational Ontology ThingFO: Architectural Aspects, Concepts, and Applicability -- Evidence in Policymaking: A Systematic Approach -- BERT-based Ensemble Learning Approach for Sentiment Analysis -- An Ontology-driven Approach to the Analytical Platform Development for Data-intensive Domains -- How to Design a Business-Oriented Digitalized Innovation Environment: A Multi-Perspective Approach. |
| Record Nr. | UNINA-9910734865103321 |
|
Fred Ana
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||