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Applications of Artificial Intelligence and Data Science : First Global Conference, AAIDS 2024, London, UK, April 3–5, 2024, Proceedings / / edited by Mufti Mahmud, Nelishia Pillay, M Shamim Kaiser
| Applications of Artificial Intelligence and Data Science : First Global Conference, AAIDS 2024, London, UK, April 3–5, 2024, Proceedings / / edited by Mufti Mahmud, Nelishia Pillay, M Shamim Kaiser |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (579 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
PillayNelishia
KaiserM. Shamim |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Artificial Intelligence |
| ISBN |
3-031-98498-6
9783031984983 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Advanced Computing and Statistics -- Towards Reserve Margin Correction via Outage Capacity Forecasting Using Gramian Angular Field and Long Short-Term Memory (LSTM). -- Comparison of Hyperspectral Image Reconstruction for Medical Images. -- Kidney MRI Segmentation Using Deep Learning. -- A Comparative Analysis of Ensemble Strategies for Enhanced Machine Learning Results. -- Neural Network -Based Robust Adaptive OutputFeedback Control for MIMO Time-Varying Delay Systems. -- Potato Leaf Disease Classification Using Resnet50ViT. -- Indonesian Named Entity Recognition Model for Identifying Human Hobbies. -- Comparative Analysis Between Time Series Feature Extraction with Sliding Window and Data Framing Method for Energy Forecasting Using Artificial Neural Network. -- An Internet of Drone Things-Enabled Inspection Ecosystem for Smart Cities and Society. -- Enhancing Wireless Sensor Network Security Against Wormhole Attacks with Twofish Encryption. -- Data Science -- Classifying Depressed and Healthy Individuals Using Wearable Sensor Data: A Comparative Analysis of Machine Learning and Deep Learning Approaches. -- Detour: Understanding the Application of Artificial Intelligence Based Models in Forecasting Safe Travel Routes. -- An Approach to Compute the Adaptive Dynamic Diameter of Data Stream Clusters. -- XMR Net: A Deep Model for Vehicle Make and Model Recognition Using Still-Images. -- Semi-Automatic Tool to Assist Radiologist for Pneumothorax Detection and Localization. -- Parenthood Responsibility Mining Using Social Network Mining Approach. -- Unleashing Machine Learning for Accurate Weather Forecasts. -- BFL: Blockchain-Federated Learning for Privacy Preservation in Internet of Underwater Things. -- Exploring and Contrasting Machine Learning Classifiers for Citrus Plant Disease Classification. -- GloVe-LSTM: An Artificial Attention-Based Algorithm for Sentiment Analysis of Pandemic Times for Enhanced Decision Support. -- Hybrid AI Systems -- .Breast DCE-MRI Registration Using Student Psychology-based Optimization Algorithm with Centroid Opposition-Based Learning -- Brain MRI Registration Using Fireworks Algorithm. -- Quantifying Climate Change Effects on Standard Minimum and Maximum Average Temperature Extremes in Bangladesh: A Machine Learning Regression Analysis from past to Present. -- Explainable Machine Learning Strategy to Discover Attributes Accountable for ASD Detection. -- Short-Term Water Demand Forecasting: A Comparative Study of Deep Learning and Conventional Machine Learning Algorithms. -- Improving Crop Yield Prediction Accuracy: A Hybrid Machine Learning Approach. -- PPIoDT: GSO-FL Based Privacy Preserving IoDT Guided Ocean-Wind Aware Ship Trajectory Recommendation. -- Multiple Linear Regression based Multipath Green Routing for Internet of Vehicular Things in Smart Cities. -- FemCrop: A Femtocell-Based Edge-Cloud Frame-Work for Crop Yield Prediction Using Deep Learning. -- Detection of ransomware attacks using federated learning based on the CNN model. |
| Record Nr. | UNINA-9911114148403321 |
Mahmud Mufti
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Applied Intelligence and Informatics : 4th International Conference, AII 2024, London, UK, December 18–20, 2024, Revised Selected Papers / / edited by Mufti Mahmud, M Shamim Kaiser, Joarder Kamruzzaman, Khan Iftekharuddin, Md Atiqur Rahman Ahad, Ning Zhong
| Applied Intelligence and Informatics : 4th International Conference, AII 2024, London, UK, December 18–20, 2024, Revised Selected Papers / / edited by Mufti Mahmud, M Shamim Kaiser, Joarder Kamruzzaman, Khan Iftekharuddin, Md Atiqur Rahman Ahad, Ning Zhong |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (754 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
KaiserM. Shamim
KamruzzamanJoarder IftekharuddinKhan AhadAtiqur Rahman ZhongNing |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Social sciences - Data processing Education - Data processing Image processing - Digital techniques Computer vision Artificial Intelligence Computer Engineering and Networks Computer Application in Social and Behavioral Sciences Computers and Education Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN |
3-032-04657-2
9783032046574 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Machine Learning Based Classification of Myopic Maculopathy. -- Alzheimer’s Detection using XAI in Capsule Network & Post Detection Management with Portable Solution. -- Machine Learning-Based Optimization of FireDepartment Interventions in Ain, Doubs, and Yvelines in France. -- Comparative Analysis of Machine Learning Algorithms for Breast Cancer Prediction Using PCA-Based Feature Reduction. -- Deep Learning Approaches in EEG Analysis for Early Detection of Alzheimer’s Disease and Mild Cognitive Impairment: A Mini Systematic Review. -- New Heuristics for Dominating Tree Problem. -- Semi-bidirectional RNNs: Making unidirectional RNNs as accurate as Bidirectional ones. -- A Comprehensive Study of Rainfall Prediction in Australia through Hybrid Machine Learning and Deep Learning Techniques. -- Feedforward Neural Network Assisted NILM Method Applied on Different Households and Appliance Groups with Selectable Balanced Data. -- Emotion Classification In-Context in Spanish. -- Multi-View Text Data Stream Clustering via Late Fusion. -- GalaFormer: towards unraveling of galaxy morphology. -- Explainable Boosting Machines for Lung Cancer Prediction and Explanation. -- Light Weight Graph Neural Network Models for PPG Signal Quality Assessment. -- Development of Machine Learning Models for EEG-Based Alzheimer’s Diagnosis. -- Electrocardiogram Signal Quality Assessment Using Deep Learning Model. -- Autism Rehabilitation with Meltdown Prediction Using Facial Expression and Hand Gesture Detection. -- Enhancing Alzheimer’s Disease Detection: A Hybrid Approach with CNNs and Vision Transformers. -- Multimodal Machine Learning for stress detection : A Revisit of Modality Selection. -- Application of AI and Informatics in Pattern Recognition. -- Utilising a novel multi-level multi-feature fusion approach to detect and diagnose Driver Fatigue in real-time. -- A Deep Learning based Potato Leaf Disease Detection System. -- Fijian ID Card Classification with Convolutional Neural Networks for Industrial Use. -- Two-Stage Tuning and Bayesian Optimization for the edRVFL Network. -- Shopping Recommendation Based on Profiling Customers Using Face Recognition and Association Rule Mining. -- Two robust statistical methods for describing textures in noisy images. -- Application of AI and Informatics in Network, Security and Analytics. -- Harvesting Insights: Unraveling Olive Dynamics and Climate Fluctuations through Regression and SHapley Additive explanations. -- Deep learning-based Image classification using segmented and superimposed leaf images. -- Enhancing Temporal Scoping in Knowledge Bases: Neural Network Approaches for Time Interval Incorporation Using Wikidata. -- Optimizing Lithium-ion Battery Recycling: Profits Unveiled through Explainable AI and Transportation Mode Analysis. -- Autonomous Rearranging Evaluation of a Room Based on Color Region Ratio. -- Development of a Machine Learning Classification Model for Improved Rainfall Prediction in Bangladesh. -- Forecasting Traffic Congestion Using Air Pollution Data: A Case Study of Casablanca, Morcco. -- A New Association Rule Mining Technique. -- A Privacy-Preserving Federated Learning Protocol for Multilayer Perceptrons. |
| Record Nr. | UNINA-9911031632003321 |
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Mahmud Mufti
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part X / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer
| Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part X / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (654 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) |
DoborjehMaryam
HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data mining
Machine learning Pattern recognition systems Data Mining and Knowledge Discovery Machine Learning Automated Pattern Recognition |
| ISBN | 981-9666-03-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | MMOTS: A Multi-UAV Pursuit-Evasion Game Training Strategy Relying on Offine Reinforcement Learning -- SMSF-Net: A Semantics-Driven Multiscale Selective Fusion Network for Object Detection in Remote Sensing Images -- Enhanced ResNet with Attention Mechanisms for High-Accuracy Wildlife Monitoring: A Case Study on Penguins and Turtles -- Area-part Composite Graph Guided Robot Manipulation Reasoning in 3C Assembly -- Multi-Sensor Fusion for Localization and Mapping in Complex Environments -- BNF: Bayesian Network Fusion for Multimodal Sentiment Analysis -- Driver Cognitive Distraction Detection Based on Eye Movement Behavior and Spatio-Temporal Information Fusion -- Nested Relation Extraction Using Direct or Indirect Relations Between Entities -- Adaptively Augmented Consistency Learning: A Semi-supervised Segmentation Framework for Remote Sensing -- SABE: Structure-Aware Boundary-Enhanced Network for Elementary Topic Unit Extraction in Dialogue -- Enhancing Prompt Tuning with Multitask Embedding Reparameterization -- STD: Using Self-attention Discriminators to Improve Speech Synthesis -- Automated Landslide Detection: A Comparative Study of Change Detection and Semantic Segmentation Techniques -- Leveraging LLMs to Enhance NLP Performance through Distillation and Optimized Training Strategies -- Adaptive Nearest Neighbor Sememe Tree Generation Model -- ”Flipped” University: LLM-Assisted Lifelong Learning Environment -- ResWCAE: Biometric Pattern Image Denoising -- PEDRO: Parameter-Efficient Fine-tuning with Prompt DepenDent Representation Modification -- SAP-BERT: BERT Inference Acceleration through Skip-layer and Adaptive Patient Early Exiting -- Diffusion-MPPI: Diffusion Informed Model Predictive Path Integral Method -- GAF-FusionNet: Multimodal ECG Analysis via Gramian Angular Fields and Split Attention -- Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning -- MEIG: An Interactive Attention-Based Generative Model for Multimodal Event Extraction -- Advancing Respiratory Sound Classification: Integration of Audio Spectrogram Transformer with ConnectMix and NEFTune Augmentation -- Short-term Wind Power Prediction Based on CNN-Transformer -- HierFormer: A Multi-scale Attention Model for Ship Trajectory Prediction -- Enhanced Facial Emotion Detection Models Utilizing Geometry-Based Features for Superior Human-Computer Interaction -- Annotator Disagreement-based Analysis for Developing Bias Benchmark Datasets in Resource-Restricted Settings. |
| Record Nr. | UNINA-9911114100603321 |
|
Mahmud Mufti
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part XI / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer
| Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part XI / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (709 pages) |
| Disciplina | 006.4 |
| Altri autori (Persone) |
DoborjehMaryam
HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Pattern recognition systems
Data mining Machine learning Social sciences - Data processing Automated Pattern Recognition Data Mining and Knowledge Discovery Machine Learning Computer Application in Social and Behavioral Sciences |
| ISBN | 981-9666-88-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Anchor STARK: Query Design for Transformer-Based Target Tracking -- DACG-Net: A Dual Attention and Classifier Guided Network for Low-Light Image Enhancement -- Improved Aggregated Contextual Transformations Based on U-Net for Image Inpainting -- Mitigating Vanishing Activations in Deep CapsNets Using Channel Pruning -- A Novel Data Synthesis Method by Integration of Diffusion Model and GAN for Object Detection Task -- MOSSE-YOLOv8: A Two-Stage Approach for Small-Target Arc Detection in High-Speed Railways -- SAM-FL:Enhanced Generalizable Medical Image Segmentation via Sharpness-Aware Minimization and Focal Loss -- CP2PNet: A General End-to-End Framework for Plant Organs Counting and Phenological Stage Prediction -- Hierarchical Prompt-Enhanced Image Generation Using Hyperbolic Space -- Efficient Conditional Diffusion Model for Accurate Pedestrian Trajectory Prediction -- MonoViM: Enhancing Self-supervised Monocular Depth Estimation via Mamba -- An End-to-End rPPG-Based Face Anti-Spoofing Network with Deception Enhancement Module -- Region-Aware Instruction-Guided Image Editing with Attention-Weighted Feature Fusion -- Multi-view Self-supervised 3D Human Pose and Shape Estimation on SMPL -- WT-based Feature Enhancement Network for Camouflaged Object Detection -- Multi-Headed Graph-based Attention aided U-Net Model for Nuclei Segmentation -- Research and Implementation of Fine-Grained Bird Image Classification -- LSC-YOLO: Small Target Defects Detection Model for Wind Turbine Blade based on YOLOv9 -- SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models -- Leveraging local similarity for token merging in Vision Transformers -- Semi-Supervised Domain Adaptation for All Weather Point Cloud Semantic Segmentation -- Federated Learning for Blind Image Super-Resolution -- Towards Better Text-to-Image Generation Alignment via Attention Modulation -- CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning -- AMSA-UNet: An Asymmetric Multiple Scales U-net Based on Self-attention for Deblurring -- MT-Net: A Dual-Encoder Multiscale Medical Segmentation Model -- ENHANCING ADVERSARIAL ROBUSTNESS OF DIFFUSION DENOISED SMOOTHING VIA IMAGE SUPER-RESOLUTION -- A simultaneous hierarchical count data clustering and feature selection based on Multinomial Nested Dirichlet Mixture using the Minorization-Maximization framework. |
| Record Nr. | UNINA-9911114113903321 |
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Mahmud Mufti
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part XVI / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer
| Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part XVI / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (684 pages) |
| Disciplina | 006.4 |
| Altri autori (Persone) |
DoborjehMaryam
HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Pattern recognition systems
Data mining Machine learning Social sciences - Data processing Automated Pattern Recognition Data Mining and Knowledge Discovery Machine Learning Computer Application in Social and Behavioral Sciences |
| ISBN | 981-9670-36-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Optimisation of Fibre Selection For Tubes Production in Manufacturing of Optic Cables -- Cross-Domain Evaluation of CNN-based and Generative Adversarial Networks Models’ Generalisability for (D)DoS Attack Detection in CPS and IoT -- Robust Design of Echo State Networks for Soft Sensor Applications Based on Risk-Aware Optimization and Stability Testing -- Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks -- FISHER: An Efficient Sim2sim Training Framework Dedicated in Multi-AUV Target Tracking via Learning from Demonstrations -- Revisiting Cross-Domain Problem for LiDAR-based 3D Object Detection -- Self-Supervised Pretraining-Enhanced Intelligent Quality Control for Ocean Observations with Limited Historical Data -- SHAPE: Smart Shaping with Adaptation Physically Excited Networks -- Accelerating Attentional Generative Adversarial Networks with Sampling Blocks -- Weak Supervision Techniques towards Enhanced ASR Models in Industry-level CRM Systems -- Guided Safe Diffusion: Prohibiting Diffusion Models from Generating Inappropriate Content -- A Fine-Tuned Multi-Classifier Optimization Framework towards Safety-Critical Classes -- Behavior-Driven Data Augmentation for Non-Intrusive Load Monitoring -- Data-Driven Approach to assess and identify gaps in healthcare set up in South Asia -- A Robust Tensor Decomposition Model for Traffic Data Imputation with Capped Frobenius Norm in Smart City -- A Federated Domain Generalization Method by Enhancing Knowledge Distillation With Stylistic Feature Dispatcher -- RetailEye: Supervised Contrastive Learning with Compliance Matching for Retail Shelf Monitoring -- Solving Expensive Dynamic Multi-Objective Problem via Cross-Problem Knowledge Transfer -- XImgCom: Fine-tuned Text-Guided X-ray Image Synthesis for Airport Logistics Based on Hypercomplex Attention -- Multiclass semantic segmentation of satellite Imagery using convolutional neural networks -- PPDA: A Privacy Preserving Framework for Distributed Graph Learning -- MonoTCM: Semantic-Depth Fusion Transformer for Monocular 3D Object Detection with Token Clustering and Merging -- Illumination Estimation and Fourier-Guided Component Prediction for Enhancing Low-Light Images -- Efficient Visual Object Tracking with Temporal Context-Aware Token Learning and Scale Adaptive Token Pruning -- Towards Unveiling the Potential of Fuzzy Values as Features: A Comparative Study in Cybercrime Text Analysis -- Hybrid Niching Differential Evolution with Restart Strategy for Multimodal Optimization -- StreetSyn: A Full Radiance Field Solution for Street and Vehicle Free-View Synthesis. |
| Record Nr. | UNINA-9911114539503321 |
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Mahmud Mufti
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part XIII / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer
| Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part XIII / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (760 pages) |
| Disciplina | 006.4 |
| Altri autori (Persone) |
DoborjehMaryam
HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Pattern recognition systems
Data mining Machine learning Social sciences - Data processing Automated Pattern Recognition Data Mining and Knowledge Discovery Machine Learning Computer Application in Social and Behavioral Sciences |
| ISBN | 981-9670-08-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Integrating Hierarchical Fine-Grained and Global Information for Multimodal Sentiment Analysis -- Elemental Discourse Unit Guidance Based Model for Multimodal Sentence Summarization -- DeemCLIP: Multimodal Emotion Information Enhanced Human Action Recognition -- Can Multimodal Large Language Model Think Analogically? -- PKRD-CoT: A unified Chain-of-thought Prompting for Multi-Modal Large Language Models in Autonomous Driving -- Multi-Granularity Multimodal Information Interaction for Knowledge Graph Completion -- Graph Enhanced Cross-Modal Retrieval based on Visual-Language Knowledge Distillation -- A Simple Interactive Attention for Multimodal Named Entity Recognition -- Multimodal Polarity-semantic Coupling Network for Sarcasm Analysis -- A Two-Stage Multi-Domain Collaborative Optimization Network for 3D Human Mesh Recovery -- Supporting Event Sentence Coreference Identification with Progressive Prompt-guided Implicit knowledge Distillation -- CRGAT: Contextualized Relational Graph Attention Network for Knowledge Graph Completion -- Leveled Learning: An Interpolation-Based Data Augmentation Method on Few-Shot Text Classification -- Prompt-tuning for Clickbait Detection via Text Summarization -- Optimizing BERT for Superior NLP Performance: Balancing Efficiency with Advanced Pre-Training Techniques -- EBPL: Financial Event Causality Extraction Based on Prompt Learning -- TCAN: Triple Context-Aware Network for Multi-Modal Conversational Emotion Recognition -- DDKG: Dual attention KG-to-text Generation with Dual-view Graph Attention -- The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims -- MulLog: A Software Defect Prediction Approach Based on Multi-Label Contrastive Learning and Line Property Graph Learning -- Video Piracy Websites Detection using Continual Learning with Elastic Weight Consolidation -- MetaRAED: Meta Learning Prototype-based Retrieval Augmented Few-shot Event Detection -- Cantonese Dialect Transcription in Diverse Sophisticated Scenarios via the OpenAI Whisper Speech Recognition Model -- Cross-lingual Sentence Representations via Focus Learning -- SPSEAE: Soft Prompt with Relevant Context Aggregation for Sentence-Level Event Argument Extraction -- HinglishCap: A Code Mixed Hindi-English Image Captioning Framework -- Silent Intruders: Dissecting Textual Backdoor Attacks in Federated Dialog Systems -- SBoRA: Low-Rank Adaptation with Regional Weight Updates -- Improving Document-level Event Coreference Resolution with Knowledge Distillation -- Improving In-Context Learning with Inquiry Style Classification in Table Question Answering -- Role-playing based on Large Language Models via Style Extraction. |
| Record Nr. | UNINA-9911114542303321 |
|
Mahmud Mufti
|
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part II / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer
| Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part II / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (745 pages) |
| Disciplina | 006.4 |
| Altri autori (Persone) |
DoborjehMaryam
HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Pattern recognition systems
Data mining Machine learning Social sciences - Data processing Automated Pattern Recognition Data Mining and Knowledge Discovery Machine Learning Computer Application in Social and Behavioral Sciences |
| ISBN | 981-9669-51-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911113898603321 |
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Mahmud Mufti
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part VII / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer
| Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part VII / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (749 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) |
DoborjehMaryam
HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data mining
Machine learning Pattern recognition systems Data Mining and Knowledge Discovery Machine Learning Automated Pattern Recognition |
| ISBN | 981-9665-94-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | LoTraNet: Locality-guided Transformer Network for Image Manipulation Localization -- Progressive EMD-based Trajectory Prediction: A Multistage Approach for Enhanced Human Trajectory Forecasting -- Dual-Level Contrastive Learning Framework -- DLAFormer: A Novel Approach to Image Super-Resolution with Comprehensive Attention Mechanisms -- Audio-Infused Automatic Image Colorization by Exploiting Audio Scene Semantics -- CoMISI: Multimodal Speaker Identification in Diverse Audio-Visual Conditions through Cross-Modal Interaction -- Multi-scale Spatial Feature Aggregation For Efficient Super Resolution -- SCANet: Split Coordinate Attention Network for Building Footprint Extraction -- XFusion: Cross-Attention Transformer for Multi-Focus Image Fusion -- Guided DiffusionDet: Guided Diffusion Model for Object Detection with Resample Mechanism -- Mutual Information-based Mixed Precision Quantization -- MLLM-Driven Semantic Enhancement and Alignment for Text-Based Person Search -- TFCM: Tuning-Free Facial Concept-Erasure in Text-to-Image Models through Attention and Sample Modulation -- Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data -- Knowledge Distillation with Differentiable Optimal Transport on Graph Neural Networks -- Test-Time Intensity Consistency Adaptation for Shadow Detection -- Learning from Noisy Labels for Long-tailed Data via Optimal Transport -- LCRPS: Large-Capacity Residual Plane Steganography Based on Multiple Adversarial Networks -- Aesthetics-Guided Multi-scale Feature Fusion for Style Transfer -- BEVRoad: A Cross-Modal and Temporary-Recurrent 3D Object Detector for Infrastructure Perception -- Dilated Pyramid Attention in Hierarchical Vision Transformer for Texture Recognition -- Attention-based Domain Adaptive YOLO For Cross-domain Object Detection -- In-WSOD: Integrality Weakly Supervised Object Detection with Classification and Localization Consistency -- GLEGNet: Infrared and Visible Image Fusion Via Global-Local Feature Extraction and Edge-Gradient Preservation -- Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix -- CaDT-Net: A Cascaded Deformable Transformer Network for Multiclass Breast Cancer Histopathological Image Classification -- DIFA: Deformable Implicit Feature Alignment for Roadside Cooperative Perception -- Transferring Teacher’s Invariance to Student Through Data Augmentation Optimization -- AARR-Net: An Attention Assistance Feature Fusion and Model Recursive Recovery Network for Category-level 6D Object Pose Estimation -- BRS-YOLO: A Balanced Optical Remote Sensing Object Detection Method -- HDKI: A Hierarchical Deep Koopman Framework for Spatio-Temporal Prediction with Image Observations. |
| Record Nr. | UNINA-9911114274603321 |
|
Mahmud Mufti
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part X / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer
| Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part X / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (654 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) |
DoborjehMaryam
HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data mining
Machine learning Pattern recognition systems Data Mining and Knowledge Discovery Machine Learning Automated Pattern Recognition |
| ISBN | 981-9666-03-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | MMOTS: A Multi-UAV Pursuit-Evasion Game Training Strategy Relying on Offine Reinforcement Learning -- SMSF-Net: A Semantics-Driven Multiscale Selective Fusion Network for Object Detection in Remote Sensing Images -- Enhanced ResNet with Attention Mechanisms for High-Accuracy Wildlife Monitoring: A Case Study on Penguins and Turtles -- Area-part Composite Graph Guided Robot Manipulation Reasoning in 3C Assembly -- Multi-Sensor Fusion for Localization and Mapping in Complex Environments -- BNF: Bayesian Network Fusion for Multimodal Sentiment Analysis -- Driver Cognitive Distraction Detection Based on Eye Movement Behavior and Spatio-Temporal Information Fusion -- Nested Relation Extraction Using Direct or Indirect Relations Between Entities -- Adaptively Augmented Consistency Learning: A Semi-supervised Segmentation Framework for Remote Sensing -- SABE: Structure-Aware Boundary-Enhanced Network for Elementary Topic Unit Extraction in Dialogue -- Enhancing Prompt Tuning with Multitask Embedding Reparameterization -- STD: Using Self-attention Discriminators to Improve Speech Synthesis -- Automated Landslide Detection: A Comparative Study of Change Detection and Semantic Segmentation Techniques -- Leveraging LLMs to Enhance NLP Performance through Distillation and Optimized Training Strategies -- Adaptive Nearest Neighbor Sememe Tree Generation Model -- ”Flipped” University: LLM-Assisted Lifelong Learning Environment -- ResWCAE: Biometric Pattern Image Denoising -- PEDRO: Parameter-Efficient Fine-tuning with Prompt DepenDent Representation Modification -- SAP-BERT: BERT Inference Acceleration through Skip-layer and Adaptive Patient Early Exiting -- Diffusion-MPPI: Diffusion Informed Model Predictive Path Integral Method -- GAF-FusionNet: Multimodal ECG Analysis via Gramian Angular Fields and Split Attention -- Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning -- MEIG: An Interactive Attention-Based Generative Model for Multimodal Event Extraction -- Advancing Respiratory Sound Classification: Integration of Audio Spectrogram Transformer with ConnectMix and NEFTune Augmentation -- Short-term Wind Power Prediction Based on CNN-Transformer -- HierFormer: A Multi-scale Attention Model for Ship Trajectory Prediction -- Enhanced Facial Emotion Detection Models Utilizing Geometry-Based Features for Superior Human-Computer Interaction -- Annotator Disagreement-based Analysis for Developing Bias Benchmark Datasets in Resource-Restricted Settings. |
| Record Nr. | UNISA-996668468903316 |
|
Mahmud Mufti
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part VII / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer
| Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part VII / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer |
| Autore | Mahmud Mufti |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (749 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) |
DoborjehMaryam
HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data mining
Machine learning Pattern recognition systems Data Mining and Knowledge Discovery Machine Learning Automated Pattern Recognition |
| ISBN | 981-9665-94-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | LoTraNet: Locality-guided Transformer Network for Image Manipulation Localization -- Progressive EMD-based Trajectory Prediction: A Multistage Approach for Enhanced Human Trajectory Forecasting -- Dual-Level Contrastive Learning Framework -- DLAFormer: A Novel Approach to Image Super-Resolution with Comprehensive Attention Mechanisms -- Audio-Infused Automatic Image Colorization by Exploiting Audio Scene Semantics -- CoMISI: Multimodal Speaker Identification in Diverse Audio-Visual Conditions through Cross-Modal Interaction -- Multi-scale Spatial Feature Aggregation For Efficient Super Resolution -- SCANet: Split Coordinate Attention Network for Building Footprint Extraction -- XFusion: Cross-Attention Transformer for Multi-Focus Image Fusion -- Guided DiffusionDet: Guided Diffusion Model for Object Detection with Resample Mechanism -- Mutual Information-based Mixed Precision Quantization -- MLLM-Driven Semantic Enhancement and Alignment for Text-Based Person Search -- TFCM: Tuning-Free Facial Concept-Erasure in Text-to-Image Models through Attention and Sample Modulation -- Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data -- Knowledge Distillation with Differentiable Optimal Transport on Graph Neural Networks -- Test-Time Intensity Consistency Adaptation for Shadow Detection -- Learning from Noisy Labels for Long-tailed Data via Optimal Transport -- LCRPS: Large-Capacity Residual Plane Steganography Based on Multiple Adversarial Networks -- Aesthetics-Guided Multi-scale Feature Fusion for Style Transfer -- BEVRoad: A Cross-Modal and Temporary-Recurrent 3D Object Detector for Infrastructure Perception -- Dilated Pyramid Attention in Hierarchical Vision Transformer for Texture Recognition -- Attention-based Domain Adaptive YOLO For Cross-domain Object Detection -- In-WSOD: Integrality Weakly Supervised Object Detection with Classification and Localization Consistency -- GLEGNet: Infrared and Visible Image Fusion Via Global-Local Feature Extraction and Edge-Gradient Preservation -- Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix -- CaDT-Net: A Cascaded Deformable Transformer Network for Multiclass Breast Cancer Histopathological Image Classification -- DIFA: Deformable Implicit Feature Alignment for Roadside Cooperative Perception -- Transferring Teacher’s Invariance to Student Through Data Augmentation Optimization -- AARR-Net: An Attention Assistance Feature Fusion and Model Recursive Recovery Network for Category-level 6D Object Pose Estimation -- BRS-YOLO: A Balanced Optical Remote Sensing Object Detection Method -- HDKI: A Hierarchical Deep Koopman Framework for Spatio-Temporal Prediction with Image Observations. |
| Record Nr. | UNISA-996668464603316 |
|
Mahmud Mufti
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
