Soft + Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection Fulltext Access 35 Pages 2018
Fast convex-hull vector machine for training on large-scale ncRNA data classification tasks Fulltext Access 35 Pages 2018
IMCStacking: Cost-sensitive stacking learning with feature inverse mapping for imbalanced problems Fulltext Access 35 Pages 2018
Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series Fulltext Access 35 Pages 2018
Robust adaptive fuzzy control for a class of nonlinear coupled ODE-beam systems with boundary uncertainty Fulltext Access 35 Pages 2018
“Like charges repulsion and opposite charges attraction” law based multilinear subspace analysis for face recognition Fulltext Access 35 Pages 2018
DWWP: Domain-specific new words detection and word propagation system for sentiment analysis in the tourism domain Fulltext Access 35 Pages 2018
A novel framework of continuous human-activity recognition using Kinect Fulltext Access 35 Pages 2018
A fast and efficient conformal regressor with regularized extreme learning machine Fulltext Access 35 Pages 2018
Dealing with seasonality by narrowing the training set in time series forecasting with kNN Fulltext Access 35 Pages 2018
Remaining useful life estimation of engineered systems using vanilla LSTM neural networks Fulltext Access 35 Pages 2018
Hyperspectral pansharpening via improved PCA approach and optimal weighted fusion strategy Fulltext Access 35 Pages 2018
Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning Fulltext Access 35 Pages 2018
PaaSport semantic model: An ontology for a platform-as-a-service semantically interoperable marketplace Fulltext Access 35 Pages 2018
Resource2Vec: Linked Data distributed representations for term discovery in automatic speech recognition Fulltext Access 35 Pages 2018
Cost-sensitive payment card fraud detection based on dynamic random forest and k-nearest neighbors Fulltext Access 35 Pages 2018
Optimal super-twisting algorithm with time delay estimation for robot manipulators based on feedback linearization Fulltext Access 36 Pages 2018
A new weighted CEEMDAN-based prediction model: An experimental investigation of decomposition and non-decomposition approaches Fulltext Access 36 Pages 2018
Use of human gestures for controlling a mobile robot via adaptive CMAC network and fuzzy logic controller Fulltext Access 36 Pages 2018
Modified Frank-Wolfe algorithm for enhanced sparsity in support vector machine classifiers Fulltext Access 36 Pages 2018
MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems Fulltext Access 36 Pages 2018
Hybridizing β-hill climbing with wavelet transform for denoising ECG signals Fulltext Access 36 Pages 2018
An Evolutionary Multi-objective Optimization algorithm for the routing of droplets in Digital Microfluidic Biochips Fulltext Access 36 Pages 2018
JPEG based steganography methods using Cohort Intelligence with Cognitive Computing and modified Multi Random Start Local Search optimization algorithms Fulltext Access 36 Pages 2018
On transformations from semi-three-way decision spaces to three-way decision spaces based on triangular norms and triangular conorms Fulltext Access 36 Pages 2018
Personalized learning full-path recommendation model based on LSTM neural networks Fulltext Access 36 Pages 2018
DeRec: A data-driven approach to accurate recommendation with deep learning and weighted loss function Fulltext Access 36 Pages 2018
A fuzzy TOPSIS method for performance evaluation of reverse logistics in social commerce platforms Fulltext Access 36 Pages 2018
Fast recognition and verification of 3D air signatures using convex hulls Fulltext Access 36 Pages 2018
Application of two different methods for extending lattice-valued restricted equivalence functions used for constructing similarity measures on L-fuzzy sets Fulltext Access 37 Pages 2018
An improved K-medoids algorithm based on step increasing and optimizing medoids Fulltext Access 37 Pages 2018
Forecasting neural network model with novel CID learning rate and EEMD algorithms on energy market Fulltext Access 37 Pages 2018
ON-SMMILE: Ontology Network-based Student Model for MultIple Learning Environments Fulltext Access 37 Pages 2018
Aggregation of neural classifiers using Choquet integral with respect to a fuzzy measure Fulltext Access 37 Pages 2018
A P-ADMM for sparse quadratic kernel-free least squares semi-supervised support vector machine Fulltext Access 37 Pages 2018
Joint image coding and lossless data hiding in VQ indices using adaptive coding techniques Fulltext Access 37 Pages 2018
Robust sustainable development assessment with composite indices aggregating interacting dimensions: The hierarchical-SMAA-Choquet integral approach Fulltext Access 37 Pages 2018
TrailCare: An indoor and outdoor Context-aware system to assist wheelchair users Fulltext Access 37 Pages 2018
Approximating maxmin strategies in imperfect recall games using A-loss recall property Fulltext Access 37 Pages 2018
Mymemory: A mobile memory assistant for people with traumatic brain injury Fulltext Access 37 Pages 2018
A new paradigm for uncertain knowledge representation by Plausible Petri nets Fulltext Access 37 Pages 2018
NEAT F-PROMETHEE - A new fuzzy multiple criteria decision making method based on the adjustment of mapping trapezoidal fuzzy numbers Fulltext Access 38 Pages 2018
CHI-BD: A fuzzy rule-based classification system for Big Data classification problems Fulltext Access 38 Pages 2018
An improved MOEA/D algorithm for bi-objective optimization problems with complex Pareto fronts and its application to structural optimization Fulltext Access 38 Pages 2018
Assessing the quality of domain ontologies: Metrics and an automated ranking system Fulltext Access 38 Pages 2018
Nonlinear metric learning for kNN and SVMs through geometric transformations Fulltext Access 38 Pages 2018
Managing the computational cost of model selection and cross-validation in extreme learning machines via Cholesky, SVD, QR and eigen decompositions Fulltext Access 38 Pages 2018
MSIM: A change detection framework for damage assessment in natural disasters Fulltext Access 38 Pages 2018
Supervised latent Dirichlet allocation with a mixture of sparse softmax Fulltext Access 38 Pages 2018
Matrix-pattern-oriented classifier with boundary projection discrimination Fulltext Access 38 Pages 2018
Stereoscopic video quality assessment based on 3D convolutional neural networks Fulltext Access 38 Pages 2018
Spiking signal processing: Principle and applications in control system Fulltext Access 38 Pages 2018
Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review Fulltext Access 38 Pages 2018
DMP-ELMs: Data and model parallel extreme learning machines for large-scale learning tasks Fulltext Access 39 Pages 2018
EEG based word familiarity using features and frequency bands combination Fulltext Access 39 Pages 2018
A continuous interval-valued linguistic ORESTE method for multi-criteria group decision making Fulltext Access 39 Pages 2018
Rough possibilistic C-means clustering based on multigranulation approximation regions and shadowed sets Fulltext Access 39 Pages 2018
New automatic fuzzy relational clustering algorithms using multi-objective NSGA-II Fulltext Access 39 Pages 2018
BRBcast: A new approach to belief rule-based system parameter learning via extended causal strength logic Fulltext Access 39 Pages 2018
Nussbaum gain adaptive neural control for stochastic pure-feedback nonlinear time-delay systems with full-state constraints Fulltext Access 39 Pages 2018
A new mechanical approach to handle generalized Hopfield neural networks Fulltext Access 39 Pages 2018
A hybrid approach combining an extended BBO algorithm with an intuitionistic fuzzy entropy weight method for QoS-aware manufacturing service supply chain optimization Fulltext Access 39 Pages 2018
Automatic sleep staging based on SVD, VMD, HHT and morphological features of single-lead ECG signal Fulltext Access 39 Pages 2018
Trusted detection of ransomware in a private cloud using machine learning methods leveraging meta-features from volatile memory Fulltext Access 40 Pages 2018
Deep transformer: A framework for 2D text image rectification from planar transformations Fulltext Access 40 Pages 2018
Analysis and adaptive control for lag Hâ synchronization of coupled reaction-diffusion neural networks Fulltext Access 40 Pages 2018
Bayesian distance metric learning for discriminative fuzzy c-means clustering Fulltext Access 40 Pages 2018
Chinese Character CAPTCHA Recognition and performance estimation via deep neural network Fulltext Access 40 Pages 2018
An improved MADM method using interval-valued intuitionistic fuzzy values Fulltext Access 40 Pages 2018
Task aware hybrid DVFS for multi-core real-time systems using machine learning Fulltext Access 40 Pages 2018
An efficient certificateless aggregate signature without pairings for vehicular ad hoc networks Fulltext Access 40 Pages 2018
The Merkurion approach for similarity searching optimization in Database Management Systems Fulltext Access 40 Pages 2018
An extended stochastic VIKOR model with decision maker's attitude towards risk Fulltext Access 40 Pages 2018
EMDID: Evolutionary multi-objective discretization for imbalanced datasets Fulltext Access 40 Pages 2018