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MEDPRAI '16 : proceedings, the Mediterranean Conference on Pattern Recognition and Artificial Intelligence : November 22-23, Auditorium of the University, 2016, Tebessa, Algeria / / general chairs, Chawki Djeddi, Imran Siddiqi, Akram Bennour ; sponsor, ACM
| MEDPRAI '16 : proceedings, the Mediterranean Conference on Pattern Recognition and Artificial Intelligence : November 22-23, Auditorium of the University, 2016, Tebessa, Algeria / / general chairs, Chawki Djeddi, Imran Siddiqi, Akram Bennour ; sponsor, ACM |
| Pubbl/distr/stampa | New York : , : ACM, , 2016 |
| Descrizione fisica | 1 online resource (163 pages) |
| Disciplina | 006.4 |
| Soggetto topico |
Pattern recognition systems
Artificial intelligence |
| ISBN | 1-4503-4876-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Mediterranean Conference on Pattern Recognition and Artificial Intelligence 2016
Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence |
| Record Nr. | UNINA-9910376240703321 |
| New York : , : ACM, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Pattern recognition and artificial intelligence : 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings / / Chawki Djeddi [and four others], editors
| Pattern recognition and artificial intelligence : 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings / / Chawki Djeddi [and four others], editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2022] |
| Descrizione fisica | 1 online resource (388 pages) |
| Disciplina | 006.4 |
| Collana | Communications in computer and information science |
| Soggetto topico |
Artificial intelligence
Pattern recognition systems Education - Data processing |
| ISBN | 3-031-04112-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Computer Vision and Image Processing -- Human Action Recognition Using Attention Mechanism and Gaze Information -- 1 Introduction -- 2 Related Works -- 2.1 HOI Detection -- 2.2 Gaze Following -- 3 The Proposed Idea -- 3.1 The Basic Model -- 3.2 The Proposed Structure -- 3.3 Gaze Heatmap and the Improved iCAN Module -- 3.4 Depth-Wise Separable Convolution -- 4 Experimental Results -- 4.1 Dataset -- 4.2 Evaluation Metrics -- 4.3 Implementation Details -- 4.4 Quantitative Evaluation -- 4.5 Qualitative Evaluation -- 4.6 Ablation Study -- 5 Conclusion -- References -- Face Recognition Under Partial Occlusion: A Detection and Exclusion of Occluded Face Regions Approach -- 1 Introduction -- 2 Literature Review -- 3 The Proposed Framework -- 3.1 Training Phase -- 3.2 Testing Phase -- 4 Experiments -- 4.1 Implementation Details -- 4.2 Evaluation Metrics -- 4.3 Non-occluded Region Retrieval Using Skin Detection -- 4.4 Non-occluded Region Retrieval Using Haar Cascade Classifiers -- 4.5 Effect of the Number of Images in Learning a Class -- 5 Conclusion -- References -- Color Vision Deficiency and Live Recoloring -- 1 Introduction -- 2 Background and Related Work -- 3 Proposed System -- 4 Experiments and Results -- 5 Conclusion -- References -- Real Time Handling Occlusion in Augmented Reality Based on Photogrammetry -- 1 Introduction -- 2 Related Work -- 2.1 Contour-Based Methods -- 2.2 Depth-Based Method -- 2.3 3D Reconstruction Based Method -- 3 System Overview -- 3.1 Photogrammertic 3D Modeling -- 3.2 AR Application Development with Handling Occlusion -- 4 Results and Discussion -- 4.1 Experimental Results -- 4.2 Discussion -- 5 Conclusion -- References -- Colour Image Encryption Based on Fisher-Yates Algorithm and Chaotic Maps -- 1 Introduction -- 2 Materials and Methods -- 2.1 2D Logistic-Tent Map.
2.2 Fisher-Yates Algorithm -- 2.3 Diffusion Using 2D LTM -- 2.4 Proposed Method for Encrypting Colour Image -- 3 Results and Discussion -- 3.1 Statistical Attack Analysis -- 4 Conclusion -- References -- Robust SLAM System by Incorporating UWB Positioning and Landmark Localization -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 4 Experiments -- 5 Conclusion -- References -- Intelligent Systems for Medical Diagnosis -- Deep Learning for Liver Disease Prediction -- 1 Introduction -- 2 Related Works -- 3 Materials and Methods -- 3.1 Datasets -- 3.2 Preprocessing -- 3.3 Model Building -- 4 Experimental Results -- 4.1 Model Evaluation -- 5 Results and Discussion -- 5.1 Experiments on BUPA Dataset -- 5.2 Experiments on ILPD Dataset -- 6 Conclusion -- References -- Pre-trained Backbones Effect on Nuclei Segmentation Performance -- 1 Introduction -- 2 Background -- 3 Methods -- 3.1 VGG16 -- 3.2 MobileNet -- 3.3 EfficientNet B3 -- 4 Experiments and Results -- 4.1 Triple Negative Breast Cancer Dataset -- 4.2 Pre-processing -- 4.3 Methodology -- 5 Conclusion -- References -- Organ Detection in US Scanning by Non-expert Operator -- 1 Introduction -- 2 Principle of the Method -- 2.1 Detection of Seeds -- 2.2 Connectivity of Seeds with Nearby Frames -- 2.3 Point Detection -- 2.4 Coherence of the Contour -- 2.5 Study Population -- 2.6 Experimental Protocol -- 3 Results -- 4 Discussion -- 4.1 Limitations -- 5 Conclusion -- References -- Deep Transfer Learning Techniques for Automated Classification of Histological Childhood Medulloblastoma Images -- 1 Introduction -- 2 Related Works -- 3 Material and Methods -- 3.1 Childhood MB Dataset -- 3.2 Convolutional Neural Networks (CNN) -- 3.3 Transfer Learning -- 3.4 Conducted Comparative Study -- 3.5 Classification Process -- 4 Experiments and Results -- 5 Conclusion -- References. A New Medical Image Encryption Algorithm for IoMT Applications -- 1 Introduction -- 2 Materials and Methods -- 2.1 Bit-level Permutation -- 2.2 2D SIM Model -- 2.3 Diffusion Using 2D SIM -- 2.4 Proposed Encryption Algorithm -- 3 Results and Discussion -- 3.1 Key Sensitivity Analysis -- 3.2 Key-Space Analysis -- 3.3 Histogram Based Analysis -- 3.4 Information Entropy Analysis -- 3.5 UACI and NPCR Analysis -- 4 Conclusion -- References -- Feature Relevance Analysis for Handwriting Based Identification of Parkinson's Disease -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset -- 3.2 Input -- 3.3 Feature Extraction -- 3.4 Feature Relevance -- 3.5 Classification and Decision Fusion -- 4 Experimental Results and Analysis -- 4.1 Results of Offline and Online Features -- 4.2 Impact of Feature Relevance on Task-wise Accuracies -- 4.3 Impact of Feature Fusion Versus Decision Fusion -- 5 Conclusion -- References -- .26em plus .1em minus .1emEEG Based Major Depressive Disorder (MDD) Detection Using Machine Learning -- 1 Introduction -- 2 Material and Methods -- 2.1 Participants -- 2.2 Data Acquisition and Preprocessing -- 2.3 New Feature Generation -- 3 Proposed Machine Learning Methods -- 3.1 K-Nearest Neighbors -- 3.2 Decision Tree -- 3.3 Support Vector Machine -- 3.4 Naïve Bayes -- 4 Proposed Deep Learning Method -- 5 Validation of Classification Models -- 6 Results -- 7 Discussion -- 8 Conclusion -- References -- Document Analysis and Understanding -- Islamophobic Hate Speech Detection from Electronic Media Using Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Dataset -- 3.2 Data Pre-processing -- 3.3 Feature Extraction and Classification -- 4 Experimental Results and Analysis -- 5 Conclusion -- References -- A Semi-automatic Document Screening System for Computer Science Systematic Reviews -- 1 Introduction. 2 Related Work -- 2.1 Research Issues -- 2.2 Research Contributions -- 3 Proposed System -- 3.1 Adopted Features -- 3.2 Classification Process -- 4 Experimentation -- 5 Results and Analysis -- 6 Conclusion -- References -- Handwriting Based Personality Traits Identification Using Adaptive Boosting and Textural Features -- 1 Introduction -- 2 Data Corpus -- 3 Proposed Method -- 3.1 Feature Extraction -- 3.2 Combined Classification and Experimentation -- 4 Results and Discussion -- 5 Conclusions and Future Works -- References -- An Automated Approach for Analysing Students Feedback Using Sentiment Analysis Techniques -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 4.1 Evaluation Metrics -- 4.2 Polarity Prediction Using Textblob and MonkeyLearn -- 4.3 Emotion Identification Using MonkeyLearn -- 5 Conclusion -- References -- Keyword Spotting in Modern Handwritten Documents Using oBIFs -- 1 Introduction -- 2 Related Work -- 3 Proposed Methods -- 3.1 Feature Extraction -- 3.2 Word Matching -- 4 Experimental Results -- 5 Conclusions and Future Works -- References -- Artificial Intelligence and Intelligent Systems -- Real-Time Detection of Traffic Anomalies Near Roundabouts -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 Foreground Object Detection -- 3.2 Roundabout Detection -- 3.3 Traffic Anomalies Near the Roundabout -- 4 Results and Discussions -- 4.1 Experimental Setup -- 4.2 Datasets Used -- 4.3 Experimental Results -- 5 Conclusions -- References -- A Two-Stage Framework for Diverse Traffic Light Recognition Based on Individual Signal Detection -- 1 Introduction -- 2 Related Works -- 3 Method -- 3.1 Light Candidate Detection -- 3.2 Traffic Light Classification -- 3.3 Dataset -- 4 Experiments -- 5 Conclusion -- References. Enhancing Vehicle Networks Performance by Cache-Aided Non-Orthogonal Multiple Access (CA-NOMA) -- 1 Introduction -- 2 Related Works -- 2.1 Caching -- 2.2 Non-Orthogonal Multiple Access (NOMA) -- 2.3 Cache-Aided NOMA -- 3 System Model -- 3.1 Caching -- 3.2 Optimal Power Allocation -- 4 Simulation Result -- 5 Conclusion and Future Work -- References -- Performance Analysis of Hard Decision and Soft Decision Algorithms Over In VivoRadio Channel -- 1 Introduction -- 1.1 An Overview for In-VivoRadio Channel -- 1.2 In VivoCommunication System -- 1.3 Viterbi Algorithm -- 2 Soft and Hard Decisions -- 2.1 Hard Decision Decoding -- 2.2 Soft Viterbi Decoding -- 3 Simulations and Results -- 4 Conclusion -- References -- The Thermal Modeling for Underground Cable Based on ANN Prediction -- 1 Introduction -- 2 A Geometric Model for Underground Cable Used -- 3 Modeling of Thermal Resistance in the Internal and External Environments -- 4 A Mathematical Model for Underground Cables -- 5 Proposed of ANN-Based Underground Cable Rating -- 6 Results and Discussion -- 7 Conclusion -- References -- Layer-Wise Relevance Propagation for Smart-Grid Stability Prediction -- 1 Introduction -- 2 Related Works -- 2.1 Big Data Analytics in Smart Grids and Smart Grid Stability -- 2.2 XAI and Interpretability -- 3 XAI for Smart-Grid Stability Prediction -- 3.1 Optimized Deep Models -- 3.2 Layer-Wise Relevance Propagation -- 4 Experimental Analysis -- 4.1 Building Dataset -- 4.2 Experimental Setup and Experiment -- 5 Conclusion and Future Works -- References -- Abalone Age Prediction Using Machine Learning -- 1 Introduction -- 2 Materials and Methodology -- 2.1 Dataset -- 2.2 Classification -- 3 Experimental Results -- 4 Conclusion -- References -- A Novel Optimized Method for Feature Selection Using Non-linear Kernel-Free Twin Quadratic Surface Support Vector Machine. 1 Introduction. |
| Record Nr. | UNISA-996472066303316 |
| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Pattern recognition and artificial intelligence : 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings / / Chawki Djeddi [and four others], editors
| Pattern recognition and artificial intelligence : 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings / / Chawki Djeddi [and four others], editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2022] |
| Descrizione fisica | 1 online resource (388 pages) |
| Disciplina | 006.4 |
| Collana | Communications in computer and information science |
| Soggetto topico |
Artificial intelligence
Pattern recognition systems Education - Data processing |
| ISBN | 3-031-04112-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Computer Vision and Image Processing -- Human Action Recognition Using Attention Mechanism and Gaze Information -- 1 Introduction -- 2 Related Works -- 2.1 HOI Detection -- 2.2 Gaze Following -- 3 The Proposed Idea -- 3.1 The Basic Model -- 3.2 The Proposed Structure -- 3.3 Gaze Heatmap and the Improved iCAN Module -- 3.4 Depth-Wise Separable Convolution -- 4 Experimental Results -- 4.1 Dataset -- 4.2 Evaluation Metrics -- 4.3 Implementation Details -- 4.4 Quantitative Evaluation -- 4.5 Qualitative Evaluation -- 4.6 Ablation Study -- 5 Conclusion -- References -- Face Recognition Under Partial Occlusion: A Detection and Exclusion of Occluded Face Regions Approach -- 1 Introduction -- 2 Literature Review -- 3 The Proposed Framework -- 3.1 Training Phase -- 3.2 Testing Phase -- 4 Experiments -- 4.1 Implementation Details -- 4.2 Evaluation Metrics -- 4.3 Non-occluded Region Retrieval Using Skin Detection -- 4.4 Non-occluded Region Retrieval Using Haar Cascade Classifiers -- 4.5 Effect of the Number of Images in Learning a Class -- 5 Conclusion -- References -- Color Vision Deficiency and Live Recoloring -- 1 Introduction -- 2 Background and Related Work -- 3 Proposed System -- 4 Experiments and Results -- 5 Conclusion -- References -- Real Time Handling Occlusion in Augmented Reality Based on Photogrammetry -- 1 Introduction -- 2 Related Work -- 2.1 Contour-Based Methods -- 2.2 Depth-Based Method -- 2.3 3D Reconstruction Based Method -- 3 System Overview -- 3.1 Photogrammertic 3D Modeling -- 3.2 AR Application Development with Handling Occlusion -- 4 Results and Discussion -- 4.1 Experimental Results -- 4.2 Discussion -- 5 Conclusion -- References -- Colour Image Encryption Based on Fisher-Yates Algorithm and Chaotic Maps -- 1 Introduction -- 2 Materials and Methods -- 2.1 2D Logistic-Tent Map.
2.2 Fisher-Yates Algorithm -- 2.3 Diffusion Using 2D LTM -- 2.4 Proposed Method for Encrypting Colour Image -- 3 Results and Discussion -- 3.1 Statistical Attack Analysis -- 4 Conclusion -- References -- Robust SLAM System by Incorporating UWB Positioning and Landmark Localization -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 4 Experiments -- 5 Conclusion -- References -- Intelligent Systems for Medical Diagnosis -- Deep Learning for Liver Disease Prediction -- 1 Introduction -- 2 Related Works -- 3 Materials and Methods -- 3.1 Datasets -- 3.2 Preprocessing -- 3.3 Model Building -- 4 Experimental Results -- 4.1 Model Evaluation -- 5 Results and Discussion -- 5.1 Experiments on BUPA Dataset -- 5.2 Experiments on ILPD Dataset -- 6 Conclusion -- References -- Pre-trained Backbones Effect on Nuclei Segmentation Performance -- 1 Introduction -- 2 Background -- 3 Methods -- 3.1 VGG16 -- 3.2 MobileNet -- 3.3 EfficientNet B3 -- 4 Experiments and Results -- 4.1 Triple Negative Breast Cancer Dataset -- 4.2 Pre-processing -- 4.3 Methodology -- 5 Conclusion -- References -- Organ Detection in US Scanning by Non-expert Operator -- 1 Introduction -- 2 Principle of the Method -- 2.1 Detection of Seeds -- 2.2 Connectivity of Seeds with Nearby Frames -- 2.3 Point Detection -- 2.4 Coherence of the Contour -- 2.5 Study Population -- 2.6 Experimental Protocol -- 3 Results -- 4 Discussion -- 4.1 Limitations -- 5 Conclusion -- References -- Deep Transfer Learning Techniques for Automated Classification of Histological Childhood Medulloblastoma Images -- 1 Introduction -- 2 Related Works -- 3 Material and Methods -- 3.1 Childhood MB Dataset -- 3.2 Convolutional Neural Networks (CNN) -- 3.3 Transfer Learning -- 3.4 Conducted Comparative Study -- 3.5 Classification Process -- 4 Experiments and Results -- 5 Conclusion -- References. A New Medical Image Encryption Algorithm for IoMT Applications -- 1 Introduction -- 2 Materials and Methods -- 2.1 Bit-level Permutation -- 2.2 2D SIM Model -- 2.3 Diffusion Using 2D SIM -- 2.4 Proposed Encryption Algorithm -- 3 Results and Discussion -- 3.1 Key Sensitivity Analysis -- 3.2 Key-Space Analysis -- 3.3 Histogram Based Analysis -- 3.4 Information Entropy Analysis -- 3.5 UACI and NPCR Analysis -- 4 Conclusion -- References -- Feature Relevance Analysis for Handwriting Based Identification of Parkinson's Disease -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset -- 3.2 Input -- 3.3 Feature Extraction -- 3.4 Feature Relevance -- 3.5 Classification and Decision Fusion -- 4 Experimental Results and Analysis -- 4.1 Results of Offline and Online Features -- 4.2 Impact of Feature Relevance on Task-wise Accuracies -- 4.3 Impact of Feature Fusion Versus Decision Fusion -- 5 Conclusion -- References -- .26em plus .1em minus .1emEEG Based Major Depressive Disorder (MDD) Detection Using Machine Learning -- 1 Introduction -- 2 Material and Methods -- 2.1 Participants -- 2.2 Data Acquisition and Preprocessing -- 2.3 New Feature Generation -- 3 Proposed Machine Learning Methods -- 3.1 K-Nearest Neighbors -- 3.2 Decision Tree -- 3.3 Support Vector Machine -- 3.4 Naïve Bayes -- 4 Proposed Deep Learning Method -- 5 Validation of Classification Models -- 6 Results -- 7 Discussion -- 8 Conclusion -- References -- Document Analysis and Understanding -- Islamophobic Hate Speech Detection from Electronic Media Using Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Dataset -- 3.2 Data Pre-processing -- 3.3 Feature Extraction and Classification -- 4 Experimental Results and Analysis -- 5 Conclusion -- References -- A Semi-automatic Document Screening System for Computer Science Systematic Reviews -- 1 Introduction. 2 Related Work -- 2.1 Research Issues -- 2.2 Research Contributions -- 3 Proposed System -- 3.1 Adopted Features -- 3.2 Classification Process -- 4 Experimentation -- 5 Results and Analysis -- 6 Conclusion -- References -- Handwriting Based Personality Traits Identification Using Adaptive Boosting and Textural Features -- 1 Introduction -- 2 Data Corpus -- 3 Proposed Method -- 3.1 Feature Extraction -- 3.2 Combined Classification and Experimentation -- 4 Results and Discussion -- 5 Conclusions and Future Works -- References -- An Automated Approach for Analysing Students Feedback Using Sentiment Analysis Techniques -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 4.1 Evaluation Metrics -- 4.2 Polarity Prediction Using Textblob and MonkeyLearn -- 4.3 Emotion Identification Using MonkeyLearn -- 5 Conclusion -- References -- Keyword Spotting in Modern Handwritten Documents Using oBIFs -- 1 Introduction -- 2 Related Work -- 3 Proposed Methods -- 3.1 Feature Extraction -- 3.2 Word Matching -- 4 Experimental Results -- 5 Conclusions and Future Works -- References -- Artificial Intelligence and Intelligent Systems -- Real-Time Detection of Traffic Anomalies Near Roundabouts -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 Foreground Object Detection -- 3.2 Roundabout Detection -- 3.3 Traffic Anomalies Near the Roundabout -- 4 Results and Discussions -- 4.1 Experimental Setup -- 4.2 Datasets Used -- 4.3 Experimental Results -- 5 Conclusions -- References -- A Two-Stage Framework for Diverse Traffic Light Recognition Based on Individual Signal Detection -- 1 Introduction -- 2 Related Works -- 3 Method -- 3.1 Light Candidate Detection -- 3.2 Traffic Light Classification -- 3.3 Dataset -- 4 Experiments -- 5 Conclusion -- References. Enhancing Vehicle Networks Performance by Cache-Aided Non-Orthogonal Multiple Access (CA-NOMA) -- 1 Introduction -- 2 Related Works -- 2.1 Caching -- 2.2 Non-Orthogonal Multiple Access (NOMA) -- 2.3 Cache-Aided NOMA -- 3 System Model -- 3.1 Caching -- 3.2 Optimal Power Allocation -- 4 Simulation Result -- 5 Conclusion and Future Work -- References -- Performance Analysis of Hard Decision and Soft Decision Algorithms Over In VivoRadio Channel -- 1 Introduction -- 1.1 An Overview for In-VivoRadio Channel -- 1.2 In VivoCommunication System -- 1.3 Viterbi Algorithm -- 2 Soft and Hard Decisions -- 2.1 Hard Decision Decoding -- 2.2 Soft Viterbi Decoding -- 3 Simulations and Results -- 4 Conclusion -- References -- The Thermal Modeling for Underground Cable Based on ANN Prediction -- 1 Introduction -- 2 A Geometric Model for Underground Cable Used -- 3 Modeling of Thermal Resistance in the Internal and External Environments -- 4 A Mathematical Model for Underground Cables -- 5 Proposed of ANN-Based Underground Cable Rating -- 6 Results and Discussion -- 7 Conclusion -- References -- Layer-Wise Relevance Propagation for Smart-Grid Stability Prediction -- 1 Introduction -- 2 Related Works -- 2.1 Big Data Analytics in Smart Grids and Smart Grid Stability -- 2.2 XAI and Interpretability -- 3 XAI for Smart-Grid Stability Prediction -- 3.1 Optimized Deep Models -- 3.2 Layer-Wise Relevance Propagation -- 4 Experimental Analysis -- 4.1 Building Dataset -- 4.2 Experimental Setup and Experiment -- 5 Conclusion and Future Works -- References -- Abalone Age Prediction Using Machine Learning -- 1 Introduction -- 2 Materials and Methodology -- 2.1 Dataset -- 2.2 Classification -- 3 Experimental Results -- 4 Conclusion -- References -- A Novel Optimized Method for Feature Selection Using Non-linear Kernel-Free Twin Quadratic Surface Support Vector Machine. 1 Introduction. |
| Record Nr. | UNINA-9910561293603321 |
| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Pattern Recognition and Artificial Intelligence [[electronic resource] ] : 4th Mediterranean Conference, MedPRAI 2020, Hammamet, Tunisia, December 20–22, 2020, Proceedings / / edited by Chawki Djeddi, Yousri Kessentini, Imran Siddiqi, Mohamed Jmaiel
| Pattern Recognition and Artificial Intelligence [[electronic resource] ] : 4th Mediterranean Conference, MedPRAI 2020, Hammamet, Tunisia, December 20–22, 2020, Proceedings / / edited by Chawki Djeddi, Yousri Kessentini, Imran Siddiqi, Mohamed Jmaiel |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (350 pages) : illustrations |
| Disciplina | 016.403 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Computers Social sciences—Data processing Image processing—Digital techniques Computer vision Artificial Intelligence Computer Engineering and Networks Computing Milieux Computer Application in Social and Behavioral Sciences Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN | 3-030-71804-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Computer Vision and Image Processing -- Document and Media Analysis -- Artificial Intelligence and Intelligent Systems. |
| Record Nr. | UNISA-996464422503316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Pattern Recognition and Artificial Intelligence : 4th Mediterranean Conference, MedPRAI 2020, Hammamet, Tunisia, December 20–22, 2020, Proceedings / / edited by Chawki Djeddi, Yousri Kessentini, Imran Siddiqi, Mohamed Jmaiel
| Pattern Recognition and Artificial Intelligence : 4th Mediterranean Conference, MedPRAI 2020, Hammamet, Tunisia, December 20–22, 2020, Proceedings / / edited by Chawki Djeddi, Yousri Kessentini, Imran Siddiqi, Mohamed Jmaiel |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (350 pages) : illustrations |
| Disciplina | 016.403 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Computers Social sciences—Data processing Image processing—Digital techniques Computer vision Artificial Intelligence Computer Engineering and Networks Computing Milieux Computer Application in Social and Behavioral Sciences Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN | 3-030-71804-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Computer Vision and Image Processing -- Document and Media Analysis -- Artificial Intelligence and Intelligent Systems. |
| Record Nr. | UNINA-9910484632303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Pattern Recognition and Artificial Intelligence [[electronic resource] ] : Third Mediterranean Conference, MedPRAI 2019, Istanbul, Turkey, December 22–23, 2019, Proceedings / / edited by Chawki Djeddi, Akhtar Jamil, Imran Siddiqi
| Pattern Recognition and Artificial Intelligence [[electronic resource] ] : Third Mediterranean Conference, MedPRAI 2019, Istanbul, Turkey, December 22–23, 2019, Proceedings / / edited by Chawki Djeddi, Akhtar Jamil, Imran Siddiqi |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xii, 217 pages) : illustrations |
| Disciplina | 006.4 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computers Optical data processing Computer communication systems Special purpose computers Education—Data processing Artificial Intelligence Information Systems and Communication Service Image Processing and Computer Vision Computer Communication Networks Special Purpose and Application-Based Systems Computers and Education |
| ISBN | 3-030-37548-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Room-Level Indoor Localization with Artificial Neural Networks -- A Simple Authentication Method with Multilayer Feedforward Neural Network Using Keystroke Dynamics -- A Comparative Study of ANN Tuning Methods for Multiclass Daily Activity and Fall Recognition -- Exploring Model Transfer Potential for Airborne LiDAR Point Cloud Classification -- Haralick Feature Guided Network for the Improvement of Generalization in Landcover Classification -- Determining Location and Detecting Changes Using a Single Training Video -- Improving Deep Learning Parkinson’s Disease Detection Through Data Augmentation Training -- Human Action Recognition Using Stereo Trajectories -- Deep Convolutional Neural Network with 2D Spectral Energy Maps for Fault Diagnosis of Gearboxes under Variable Speed -- Bayesian Convolutional Neural Network: Robustly Quantify Uncertainty for Misclassifications Detection -- Particle Filter for Trajectories of Movers from Laser Scanned Dataset -- Video Steganography using 3D Convolutional Neural Networks -- DeepRank: Adapting Neural Tensor Networks for Ranking the Recommendations -- An Intelligent Context Aware Recommender System For Real-Estate -- Integration of fuzzy clustering into the Case Base Reasoning for the prediction of response to immunotherapy treatment -- Music Generation using an Interactive Evolutionary Algorithm. |
| Record Nr. | UNISA-996465457903316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Pattern Recognition and Artificial Intelligence : Third Mediterranean Conference, MedPRAI 2019, Istanbul, Turkey, December 22–23, 2019, Proceedings / / edited by Chawki Djeddi, Akhtar Jamil, Imran Siddiqi
| Pattern Recognition and Artificial Intelligence : Third Mediterranean Conference, MedPRAI 2019, Istanbul, Turkey, December 22–23, 2019, Proceedings / / edited by Chawki Djeddi, Akhtar Jamil, Imran Siddiqi |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xii, 217 pages) : illustrations |
| Disciplina |
006.4
006.4 (edition:23) |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computers Optical data processing Computer communication systems Special purpose computers Education—Data processing Artificial Intelligence Information Systems and Communication Service Image Processing and Computer Vision Computer Communication Networks Special Purpose and Application-Based Systems Computers and Education |
| ISBN | 3-030-37548-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Room-Level Indoor Localization with Artificial Neural Networks -- A Simple Authentication Method with Multilayer Feedforward Neural Network Using Keystroke Dynamics -- A Comparative Study of ANN Tuning Methods for Multiclass Daily Activity and Fall Recognition -- Exploring Model Transfer Potential for Airborne LiDAR Point Cloud Classification -- Haralick Feature Guided Network for the Improvement of Generalization in Landcover Classification -- Determining Location and Detecting Changes Using a Single Training Video -- Improving Deep Learning Parkinson’s Disease Detection Through Data Augmentation Training -- Human Action Recognition Using Stereo Trajectories -- Deep Convolutional Neural Network with 2D Spectral Energy Maps for Fault Diagnosis of Gearboxes under Variable Speed -- Bayesian Convolutional Neural Network: Robustly Quantify Uncertainty for Misclassifications Detection -- Particle Filter for Trajectories of Movers from Laser Scanned Dataset -- Video Steganography using 3D Convolutional Neural Networks -- DeepRank: Adapting Neural Tensor Networks for Ranking the Recommendations -- An Intelligent Context Aware Recommender System For Real-Estate -- Integration of fuzzy clustering into the Case Base Reasoning for the prediction of response to immunotherapy treatment -- Music Generation using an Interactive Evolutionary Algorithm. |
| Record Nr. | UNINA-9910366658103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||