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NEURAL NETWORKS AND LEARNING SYSTEMS

IEEE Neural Networks and Learning systems projects for Engineering students-M.Tech, B.Tech, BE, MSC, MCA, Diploma Students

Matlab/ Python/NS2/ Java/Dot Net Neural Networks and Learning systems projects with source code and IEEE papers

IEEE Transactions on Neural Networks and Learning Systems is a monthly peer-reviewed scientific journal published by the IEEE Computational Intelligence Society. It covers the theory, design, and applications of neural networks and related learning systems

CODE TITLE OUTPUT
CSPIM23048 Deep Learning-Based Multiscale Pyramid Sieve and Analysis Module in Image Segmentation
CSPIM23083 A Comprehensive Review of Deep Learning-Based Real-World Image Restoration
CSPIM23049 A Novel Image Cryptosystem Inspired by the Generation of Biological Protein Sequences
CSPIM23084 Framework for Illumination Estimation and Segmentation in Multi-Illuminant Scenes
CSPIM23050 A Deep Learning-Based Experiment on Forest Wildfire Detection in Machine Vision Course
CSPIM23085 An SIFT-Based Fast Image Alignment Algorithm for High-Resolution Image
CSPIM23055 Deep Cleaner—A Few Shot Image Dataset Cleaner Using Supervised Contrastive Learning
CSPIM23086 Urinary Stones Segmentation in Abdominal X-Ray Images Using Cascaded U-Net Pipeline With Stone-Embedding Augmentation and Lesion-Size Reweighting Approach
CSPIM23056 A High-Quality Rice Leaf Disease Image Data Augmentation Method Based on a Dual GAN
CSPIM23057 Hyperspectral Image Classification: An Analysis Employing CNN, LSTM, Transformer, and Attention Mechanism
CSPIM23058 Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistics
CSPIM23059 FieldPlant: A Dataset of Field Plant Images for Plant Disease Detection and Classification With Deep Learning
CSPIM23060 Classification of Liver Fibrosis From Heterogeneous Ultrasound Image
CSPIM23061 Multiscale Adaptive Fusion Network for Hyperspectral Image Denoising
CSPIM23067 Modified Salp Swarm Algorithm With Deep Learning Based Gastrointestinal Tract Disease Classification on Endoscopic Images
CSPIM23068 Improving Image Compression With Adjacent Attention and Refinement Block
CSPIM23069 Building Detection From Panchromatic and Multispectral Images With Dual-Stream Asymmetric Fusion Networks
CSPIM23070 Noise-Against Skeleton Extraction Framework and Application on Hand Gesture Recognition
CSPIM23071 An Underwater Target Wake Detection in Multi-Source Images Based on Improved YOLOv5
CSPIM23072 Spatial Context-Aware Object-Attentional Network for Multi-Label Image Classification
CSPIM23073 An Integrated Image Encryption Scheme Based on Elliptic Curve Class-Adaptive Data Augmentation for Image Classification
CSPIM23074 Low-Light Image Enhancement Using a Simple Network Structure
CSPIM23075 Multi-Level Residual Feature Fusion Network for Thoracic Disease Classification in Chest X-Ray Images
CSPIM23076 Image Generation and Recognition Technology Based on Attention Residual GAN
CSPIM23077 Detecting COVID-19 From Lung Computed Tomography Images: A Swarm Optimized Artificial Neural Network Approach
CSPIM23078 A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images
CSPIM23079 AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer’s Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images
CSPIM23080 Application of X-Ray Imaging and Convolutional Neural Networks in the Prediction of Tomato Seed Viability
CSPDM23013 Context-Aware and Click Session-Based Graph Pattern Mining With Recommendations for Smart EMS Through AI
CSPDM23020 Time-Weighted Cumulative LSTM Method Using Log Data for Predicting Credit Card Customer Turnover
CSPDM23026 KTI-RNN: Recognition of Heart Failure from Clinical Notes
CSPDM23033 An overview of data integration in neuroscience with focus on Alzheimer’s Disease
CSPDM23035 Human Activity Recognition Based on Deep-Temporal Learning Using Convolution Neural Networks Features and Bidirectional Gated Recurrent Unit With Features Selection
CSPDM23036 Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models
CSPDM23037 A Hierarchical Intrusion Detection Model Combining Multiple Deep Learning Models With Attention Mechanism
CSPDM23040 Analysis-Based Optimization of Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification
CSPDM23041 An Improved Tropospheric Tomographic Model Based on Artificial Neural Network
CSPDM23045 Community Detection Algorithms in Healthcare Applications: A Systematic Review
CSPDM23046 Satellite Image Classification Using a Hybrid Manta Ray Foraging Optimization Neural Network
CSPDM23047 Reversible data hiding in encrypted images with secret sharing and hybrid coding
CSPDM23050 Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection
CSPDM23051 SDOT: Secure Hash, Semantic Keyword Extraction, and Dynamic Operator Pattern-Based Three-Tier Forensic Classification Framework
CSPDM23052 Human Pose Estimation Using Thermal Images
CSPDM23053 DeepRetention: A Deep Learning Approach for Intron Retention Detection
CSPDM23054 RF-PSSM: A Combination of Rotation Forest Algorithm and Position-Specific Scoring Matrix for Improved Prediction of Protein-Protein Interactions Between Hepatitis C Virus and Human
CSPDM23055 An Improved Lightweight Yolo-Fastest V2 for Engineering Vehicle Recognition Fusing Location Enhancement and Adaptive Label Assignment
CSPDM23056 RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy
CSPDM23057 An Ensemble Learning Based Intrusion Detection Model for Industrial IoT Security
CSPDM23074 Enhancement Economic System Based-Graph Neural Network in Stock Classification
CSPDM23076 Recommendation System Based on Deep Sentiment Analysis and Matrix Factorization
CSPDM23079 Static-Dynamic Temporal Networks for Parkinson’s Disease Detection and Severity Prediction
CSPBD23003 Traffic Processing Model of Big Data Base Station Based on Hybrid Improved CNN Algorithm and K-Centroids Clustering Algorithm
CSPBD23004 Deep Learning of Sparse Patterns in Medical IoT for Efficient Big Data Harnessing
CSPBD23009 A High-Quality Rice Leaf Disease Image Data Augmentation Method Based on a Dual GAN
CSPBD23012 Big Data ML-Based Fake News Detection Using Distributed Learning
CSPBD23013 Real-Time Analytics: Concepts, Architectures, and ML/AI Considerations
CSPBD23018 DeepMist: Toward Deep Learning Assisted Mist Computing Framework for Managing Healthcare Big Data
CSPIM23001 Deep Transfer Learning Strategy to Diagnose Eye-Related Conditions and Diseases: An Approach Based on Low-Quality Fundus Image
CSPIM23006 Automated Image Annotation With Novel Features Based on Deep ResNet50-SLT
CSPIM23008 Detection of Apple Plant Diseases Using Leaf Images Through Convolutional Neural Network
CSPIM23009 FaceIDP: Face Identification Differential Privacy via Dictionary Learning Neural Networks
CSPIM23010 CT Lung Nodule Segmentation: A Comparative Study of Data Preprocessing and Deep Learning Models
CSPIM23011 When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and a New Benchmark
CSPIM23012 Modality Specific CBAM-VGGNet Model for the Classification of Breast Histopathology Images via Transfer Learning
CSPIM23014 Semantic Segmentation of Fish and Underwater Environments Using Deep Convolutional Neural Networks and Learned Active Contours
CSPIM23015 Pansharpening Based on Adaptive High-Frequency Fusion and Injection Coefficients Optimization
CSPIM23016 Deep Regression Network With Sequential Constraint for Wearable ECG Characteristic Point Location
CSPIM23017 Artificial Intelligence and Biosensors in Healthcare and Its Clinical Relevance: A Review
CSPIM23018 Ship Detection Based on Faster R-CNN Using Range-Compressed Airborne Radar Data
CSPIM23019 Deep Convolutional Network Based Machine Intelligence Model for Satellite Cloud Image Classification
CSPIM23022 TransU2-Net: A Hybrid Transformer Architecture for Image Splicing Forgery Detection
CSPML23001 Learning Speech Emotion Representations in the Quaternion
CSPIM23023 An Innovative Approach to Electrical Motor Geometry Generation Using Machine Learning and Image Processing Techniques
CSPML23002 Machine Learning Techniques for Sentiment Analysis of COVID-19-Related Twitter Data
CSPIM23024 KTFEv2: Multimodal Facial Emotion Database and Its Analysis
CSPML23003 Robust IoT Malware Detection and Classification Using Opcode Category Features on Machine Learning
CSPIM23025 An Improved Dense CNN Architecture for Deepfake Image Detection
CSPML23004 Impact of Nutritional Factors in Blood Glucose Prediction in Type 1 Diabetes Through Machine Learning
CSPIM23026 Vision Transformers for Vein Biometric Recognition
CSPML23005 Fraud Detection in Banking Data by Machine Learning Techniques
CSPIM23027 A Lightweight Attention-Based Convolutional Neural Networks for Fresh-Cut Flower Classification
CSPML23006 Active Learning Based on Transfer Learning Techniques for Text Classification
CSPIM23030 YOLOv5-Based Model Integrating Separable Convolutions for Detection of Wheat Head Images
CSPML23007 A Holistic Approach on Airfare Price Prediction Using Machine Learning Techniques
CSPIM23031 Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
CSPML23008 A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders
CSPIM23032 A Survey on Synthetic Biometrics: Fingerprint, Face, Iris and Vascular Patterns
CSPML23009 Diagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine Algorithm With CNN Feature Extraction and Parasite Inflator
CSPIM23033 DAMNet: Dual Attention Mechanism Deep Neural Network for Underwater Biological Image Classification
CSPML23010 Predicting Coronary Heart Disease Using an Improved LightGBM Model: Performance Analysis and Comparison
CSPIM23034 Learning From Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis
CSPML23011 FMDADM: A Multi-Layer DDoS Attack Detection and Mitigation Framework Using Machine Learning for Stateful SDN-Based IoT Networks
CSPIM23035 EBAT: Enhanced Bidirectional and Autoregressive Transformers for Removing Hairs in Hairy Dermoscopic Images
CSPDM23007 Development of a Customer Churn Model for Banking Industry Based on Hard and Soft Data Fusion
CSPIM23036 Deep Learning-Based Image Registration in Dynamic Myocardial Perfusion CT Imaging
CSPDM23009 Student Performance Patterns in Engineering at the University of Johannesburg: An Exploratory Data Analysis
CSPIM23037 Artificial Intelligence Technology in the Agricultural Sector: A Systematic Literature Review
CSPDM23016 Classification and Prediction of Significant Cyber Incidents (SCI) using Data Mining and Machine Learning (DM-ML)
CSPIM23038 Automated Molecular Subtyping of Breast Carcinoma Using Deep Learning Technique
CSPDM23017 Remote Sensing Scene Classification Via Multigranularity Alternating Feature Mining
CSPIM23040 Compressive Wavelet Domain Deep CNN for Image Classification Using Genetic Algorithm Based Sensing Mask Learning
CSPDM23029 Impact of Mobile Technology and Use of Big Data in Physics Education During Coronavirus Lockdown
CSPIM23041 Reversible Data Hiding Method for Interpolated Images Based on Modulo Operation and Prediction-Error Expansion
CSPDM23033 An overview of data integration in neuroscience with focus on Alzheimer’s Disease
CSPIM23042 Toward Deep-Learning-Based Methods in Image Forgery Detection: A Survey
CSPDM23035 Human Activity Recognition Based on Deep-Temporal Learning Using Convolution Neural Networks Features and BidirectionalGated Recurrent Unit With Features Selection
CSPIM23044 Malaria Disease Cell Classification With Highlighting Small Infected Regions
CSPDM23036 Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models
CSPIM23045 Enhanced Text-to-Image Synthesis With Self-Supervision
CSPDM23037 A Hierarchical Intrusion Detection Model Combining Multiple Deep Learning Models With Attention Mechanism
CSPIM23046 Secure Medical Image Communication Using Fragile Data Hiding Based on Discrete Wavelet Transform and A5 Lattice Vector Quantization
CSPDM23039 Gene Expression Data Analysis Using Feature Weighted Robust Fuzzy c-Means Clustering
CSPIM23047 Deep Learning in Cervical Cancer Diagnosis: Architecture, Opportunities, and Open Research Challenges
CSPDM23044 Fraud Detection in Banking Data by Machine Learning Techniques
CSPIM23048 Deep Learning-Based Multiscale Pyramid Sieve and Analysis Module in Image Segmentation
CSPDM23045 Community Detection Algorithms in Healthcare Applications: A Systematic Review
CSPIM23049 A Novel Image Cryptosystem Inspired by the Generation of Biological Protein Sequences
CSPDM23046 Satellite Image Classification Using a Hybrid Manta Ray Foraging Optimization Neural Network
CSPIM23050 A Deep Learning-Based Experiment on Forest Wildfire Detection in Machine Vision Course
CSPDM23047 Reversible data hiding in encrypted images with secret sharing and hybrid coding
CSPIM23055 Deep Cleaner—A Few Shot Image Dataset Cleaner Using Supervised Contrastive Learning
CSPDM23048 Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques
CSPIM23056 A High-Quality Rice Leaf Disease Image Data Augmentation Method Based on a Dual GAN
CSPDM23049 Consumer Behavior Analysis on Sales Process Model Using Process Discovery Algorithm for the Omnichannel Distribution System
CSPIM23057 Hyperspectral Image Classification: An Analysis Employing CNN, LSTM, Transformer, and Attention Mechanism
CSPDM23050 Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection
CSPIM23058 Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistics
CSPDM23051 SDOT: Secure Hash, Semantic Keyword Extraction, and Dynamic Operator Pattern-Based Three-Tier Forensic Classification Framework
CSPIM23059 FieldPlant: A Dataset of Field Plant Images for Plant Disease Detection and Classification With Deep Learning
CSPDM23052 Human Pose Estimation Using Thermal Images
CSPIM23060 Classification of Liver Fibrosis From Heterogeneous Ultrasound Image
CSPDM23053 DeepRetention: A Deep Learning Approach for Intron Retention Detection
CSPIM23061 Multiscale Adaptive Fusion Network for Hyperspectral Image Denoising
CSPDM23054 RF-PSSM: A Combination of Rotation Forest Algorithm and Position-Specific Scoring Matrix for Improved Prediction of Protein-Protein Interactions Between Hepatitis C Virus and Human
CSPIM23067 Modified Salp Swarm Algorithm With Deep Learning Based Gastrointestinal Tract Disease Classification on Endoscopic Images
CSPDM23055 An Improved Lightweight Yolo-Fastest V2 for Engineering Vehicle Recognition Fusing Location Enhancement and Adaptive Label Assignment
CSPIM23068 Improving Image Compression With Adjacent Attention and Refinement Block
CSPDM23056 RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy
CSPIM23069 Building Detection From Panchromatic and Multispectral Images With Dual-StreamAsymmetric Fusion Networks
CSPDM23057 An Ensemble Learning Based Intrusion Detection Model for Industrial IoT Security
CSPIM23070 Noise-Against Skeleton Extraction Framework and Application on Hand Gesture Recognition
CSPDM23065 Using Machine Learning to Establish the Concerns of Persons With HIV/AIDS During the COVID-19 Pandemic From Their Tweets
CSPIM23071 An Underwater Target Wake Detection in Multi-Source Images Based on Improved YOLOv5
CSPDM23073 A Novel Machine Learning Approach for Android Malware Detection Based on the Co-Existence of Features
CSPIM23072 Spatial Context-Aware Object-Attentional Network for Multi-Label Image Classification
CSPDM23079 Static-Dynamic Temporal Networks for Parkinson’s Disease Detection and Severity Prediction
CSPIM23073 An Integrated Image Encryption Scheme Based on Elliptic Curve
CSPBD23009 A High-Quality Rice Leaf Disease Image Data Augmentation Method Based on a Dual GAN
CSPIM23074 Class-Adaptive Data Augmentation for Image Classification
CSPBD23012 Big Data ML-Based Fake News Detection Using Distributed Learning
CSPIM23075 Low-Light Image Enhancement Using a Simple Network Structure
CSPBD23013 Real-Time Analytics: Concepts, Architectures, and ML/AI Considerations
CSPIM23076 Multi-Level Residual Feature Fusion Network for Thoracic Disease Classification in Chest X-Ray Images
CSPIM23019 Deep Convolutional Network Based Machine Intelligence Model for Satellite Cloud Image Classification
CSPIM23077 Image Generation and Recognition Technology Based on Attention Residual GAN
CSPIM23039 Energy-Efficient Object Tracking Using Adaptive ROI Subsampling and Deep Reinforcement Learning
CSPIM23078 Detecting COVID-19 From Lung Computed Tomography Images: A Swarm Optimized Artificial Neural Network Approach
CSPIM23044 Malaria Disease Cell Classification With Highlighting Small Infected Regions
CSPIM23079 A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images
CSPIM23045 Enhanced Text-to-Image Synthesis With Self-Supervision
CSPIM23080 AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer’s Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images
CSPIM23046 Secure Medical Image Communication Using Fragile Data Hiding Based on Discrete Wavelet Transform and A5 Lattice Vector Quantization
CSPIM23081 Application of X-Ray Imaging and Convolutional Neural Networks in the Prediction of Tomato Seed Viability
CSPIM23047 Deep Learning in Cervical Cancer Diagnosis: Architecture, Opportunities, and Open Research Challenges
CSPIM23082 Text-Guided Image Manipulation via Generative Adversarial Network With Referring Image Segmentation-Based Guidance
NN 01 An Efficient Representation-Based Method for Boundary Point and Outlier Detection
NN 02 An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition
NN 03 Collaborative Random Faces-Guided Encoders for Pose-Invariant Face Representation Learning
NN 04 Concept Factorization with Adaptive Neighbors for Document Clustering
NN 05 Feature Combination via Clustering
NN 06 Localized Multiple Kernel Learning with Dynamical Clustering and Matrix Regularization
NN 07 Multiview Boosting with Information Propagation for Classification
NN 08 Online Nonlinear AUC Maximization for Imbalanced Data Sets


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