Audio-visual emotion fusion (AVEF): A deep efficient weighted approach
Keywords: انتقال یادگیری; Multi-modality emotion recognition; Deep learning; Transfer learning;
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Improving financial trading decisions using deep Q-learning: Predicting the number of Shares, action Strategies, and transfer learning
Keywords: انتقال یادگیری; Reinforcement learning; Deep Q-learning; Stock trading; Trading strategy; Transfer learning;
Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification
Keywords: انتقال یادگیری; Medical images; Leukemia diagnosis; Convolutional neural networks; Transfer learning;
Transfer learning on fused multiparametric MR images for classifying histopathological subtypes of rhabdomyosarcoma
Keywords: انتقال یادگیری; Rhabdomyosarcoma; Computer aided diagnosis; Image fusion; Transfer learning; Deep neural networks;
Transfer learning with partial related “instance-feature” knowledge
Keywords: انتقال یادگیری; Transfer learning; Instance-feature knowledge; Co-clustering; Data reconstruction; Relativeness;
Transfer learning and deep convolutional neural networks for safety guardrail detection in 2D images
Keywords: انتقال یادگیری; Computer vision; Construction safety; Guardrail detection; Convolutional neural networks; Transfer learning; VGG-16;
MirBot: A collaborative object recognition system for smartphones using convolutional neural networks
Keywords: انتقال یادگیری; Object recognition; Image datasets; Convolutional neural networks; Transfer learning; Multimodality; Human computer interaction;
Introducing quaternion multi-valued neural networks with numerical examples
Keywords: انتقال یادگیری; Quaternion; Multi-valued; Neural network; Transfer learning; Error correction;
Transferring activity recognition models in FOG computing architecture
Keywords: انتقال یادگیری; Fog computing; Cloud architecture; Edge computing; Transfer learning; Activity recognition; Internet of things; Wireless networks; Data mining;
SVMs Classification Based Two-side Cross Domain Collaborative Filtering by inferring intrinsic user and item features
Keywords: انتقال یادگیری; Cross domain collaborative filtering; Transfer learning; Bi-orthogonal tri-factorization; Classification problem;
Transfer learning for one class SVM adaptation to limited data distribution change
Keywords: انتقال یادگیری; Transfer learning; Fault detection; Distribution change; Kernel adaptation; One class classification;
Transfer learning for PLDA-based speaker verification
Keywords: انتقال یادگیری; Speaker verification; PLDA; Transfer learning; Domain mismatch; Short utterance;
Standard-free calibration transfer - An evaluation of different techniques
Keywords: انتقال یادگیری; Standard-free calibration transfer; Transfer learning; Transfer component analysis; Artificial transfer standards; Transfer orthogonal signal correction; Piecewise direct standardization;
Knowledge-leveraged transfer fuzzy C-Means for texture image segmentation with self-adaptive cluster prototype matching
Keywords: انتقال یادگیری; Fuzzy C-means (FCM); Transfer learning; Knowledge transfer; Image segmentation; Data heterogeneity;
SMC faster R-CNN: Toward a scene-specialized multi-object detector
Keywords: انتقال یادگیری; Transfer learning; Deep learning; Specialization; Faster R-CNN; Sequential monte carlo filter; Traffic object detection;
Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis
Keywords: انتقال یادگیری; Deep learning; Deep Convolutional Neural Networks, (DCNNs); Universal features; Retinal image analysis; Age-related macular degeneration, (AMD); Transfer learning;
Discriminative transfer learning with sparsity regularization for single-sample face recognition
Keywords: انتقال یادگیری; Transfer learning; Discriminant analysis; Sparsity regularization; Single-sample face recognition;
DCAN: Deep contour-aware networks for object instance segmentation from histology images
Keywords: انتقال یادگیری; Histopathological image analysis; Deep contour-aware network; Deep learning; Transfer learning; Object detection; Instance segmentation;
Handcrafted vs. non-handcrafted features for computer vision classification
Keywords: انتقال یادگیری; Deep learning; Transfer learning; Non-handcrafted features; Texture descriptors; Texture classification; Ensemble of descriptors;
Granular transfer learning using type-2 fuzzy HMM for text sequence recognition
Keywords: انتقال یادگیری; Transfer learning; Information granules; Text sequence recognition; Type-2 fuzzy set; (Hidden Markov Model) HMM;
A multi-ATL method for transfer learning across multiple domains with arbitrarily different distribution
Keywords: انتقال یادگیری; Active learning; Multiple domains; Arbitrarily different distributions; Transfer learning;
Part level transfer regularization for enhancing exemplar SVMs
Keywords: انتقال یادگیری; Exemplar SVMs; Transfer learning; Object detection; Image retrieval; Feature mapping
Making recommendations from top-N user-item subgroups
Keywords: انتقال یادگیری; Collaborative filtering; Matrix factorization; Group-aware; Transfer learning; Recommender systems;
Cognitive pedestrian detector: Adapting detector to specific scene by transferring attributes
Keywords: انتقال یادگیری; Detector adaption; Transfer learning; Sparse coding; Pedestrian detection
Quadruple Transfer Learning: Exploiting both shared and non-shared concepts for text classification
Keywords: انتقال یادگیری; Transfer learning; Non-negative matrix tri-factorization; Quadruple Transfer Learning; Ambiguous concept
Optimizing area under the ROC curve using semi-supervised learning
Keywords: انتقال یادگیری; Receiver operating characteristic; AUC; Semi-supervised learning; Transfer learning; Semidefinite programming; RankBoost; SVMROC; SSLROC
SVM ensemble based transfer learning for large-scale membrane proteins discrimination
Keywords: انتقال یادگیری; Transfer learning; Ensemble learning; Protein subcellular localization; Large data analysis; Performance overestimation
Wildfire detection using transfer learning on augmented datasets
Keywords: انتقال یادگیری; Fire detection; Wildfires datasets; Wildland-urban-interface; Deep learning; Transfer learning; Data augmentation;
Instance transfer boosting for object tracking
Keywords: انتقال یادگیری; Imaging; Tracking; Transfer learning
Double-bootstrapping source data selection for instance-based transfer learning
Keywords: انتقال یادگیری; Transfer learning; Instance-based transfer learning; Source data selection; Bagging
Transfer learning for pedestrian detection
Keywords: انتقال یادگیری; Pedestrian detection; Scene change; Manifold learning; Transfer learning
Transfer learning with Partially Constrained Models: Application to reinforcement learning of linked multicomponent robot system control
Keywords: انتقال یادگیری; Reinforcement learning; Linked multicomponent robotic systems; Transfer learning; Hose transportation
Transferring task models in Reinforcement Learning agents
Keywords: انتقال یادگیری; Reinforcement Learning; Transfer learning; Model-based Reinforcement Learning
Unsupervised transfer learning for target detection from hyperspectral images
Keywords: انتقال یادگیری; Hyperspectral images; Transfer learning; Target detection; Segmentation
Transfer learning of syntactic structures for building taxonomies for search engines
Keywords: انتقال یادگیری; Learning taxonomy; Learning syntactic parse tree; Transfer learning; Syntactic generalization; Search relevance
Invariant representation of facial expressions for blended expression recognition on unknown subjects
Keywords: انتقال یادگیری; Facial expression; Invariant representation; Delaunay tessellation; Manifold of expressions; Piecewise affine warping; Transfer learning
A link-bridged topic model for cross-domain document classification
Keywords: انتقال یادگیری; Cross-domain; Document classification; Transfer learning; Auxiliary link network
Apprenticeship learning with few examples
Keywords: انتقال یادگیری; Imitation learning; Inverse reinforcement learning; Transfer learning; Bootstrapping
Transfer learning using a nonparametric sparse topic model
Keywords: انتقال یادگیری; Transfer learning; Latent Dirichlet allocation; Nonparametric Bayesian inference; Sparsity; Small sample size; Topic models
Analysis of the IJCNN 2011 UTL challenge
Keywords: انتقال یادگیری; Machine learning; Transfer learning; Unsupervised learning; Metric learning; Kernel learning; Unlabeled data; Challenge; Competition;
Predicting plant protein subcellular multi-localization by Chou's PseAAC formulation based multi-label homolog knowledge transfer learning
Keywords: انتقال یادگیری; Multi-label learning; Transfer learning; Nonparametric multiple kernel learning; Protein subcellular localization; Performance overestimation;
A subject transfer framework for EEG classification
Keywords: انتقال یادگیری; EEG classification; Transfer learning; Ensemble learning; Sparse representation
Transfer learning for cross-company software defect prediction
Keywords: انتقال یادگیری; Machine learning; Software defect prediction; Transfer learning; Naive Bayes; Different distribution
Multi-kernel transfer learning based on Chou's PseAAC formulation for protein submitochondria localization
Keywords: انتقال یادگیری; Transfer learning; Non-parametric multiple kernel learning; Gene ontology; Protein subcellular localization; Performance overestimation;
Flexible sample selection strategies for transfer learning in ranking
Keywords: انتقال یادگیری; Rank algorithms; Transfer learning; Sample selection; Functional change assumption; Density ratio estimation
Boosting for transfer learning from multiple data sources
Keywords: انتقال یادگیری; Opinion mining; Sentimental classification; Boosting; Transfer learning; Transfer learning with multiple sources; Multiple source domains
Interactive cartoon reusing by transfer learning
Keywords: انتقال یادگیری; Reusing; Visual features; Semantic gap; Transfer learning; Subsspace
A framework for application-driven classification of data streams
Keywords: انتقال یادگیری; Data stream classification; Transfer learning; Semi-supervised learning; Relational k-means; Concept drifting
Human attributes from 3D pose tracking
Keywords: انتقال یادگیری; Human motion; Gait analysis; 3D human pose tracking; Transfer learning; Gender recognition; Human attributes
Transfer learning of classification rules for biomarker discovery and verification from molecular profiling studies
Keywords: انتقال یادگیری; Biomarker discovery; Molecular profiling; Machine learning; Rule learning; Transfer learning;