Edmonton, T6G 2R3
Canada
University of Alberta
Robot motion planning, Proximal Policy Optimization (PPO), Graph Neural Networks (GNNs), Multi-Agent Systems (MAS), Centralized Training and Decentralized Execution (CTDE)
Trust, Ad Hoc Networks, IoT, Uncertainty, Verification, Three-valued model checking
Robust loss, noisy labels, noise-tolerant, deep neural network
Telephone scam, psychological impacts, data augmentaion，open dataset
Best-worst method, Analytic hierarchy process (AHP), prioritization methods, Monte Carlo simulation
Large language models, Small Language Models, Reinforcement Learning, Agentic Systems, Model Orchestration
Imbalanced learning, generative adversarial network (GAN), oversampling, probability distribution
multi-agent systems, Verification, Model Checking, Trust, Social Commitments
Internet of Things (IoT), Edge computing, Federated Learning (FL), trust, task scheduling, Dynamic-DQN, Explanations
Internet of Things (IoT) and Edge Computing, Federated Learning (FL), Trust, task scheduling, Dynamic Deep Q-Network (Dynamic-DQN)
Multi-valued model checking, IoT, Intelligent systems (IS), Commitment, Lattice-Valued propositional logics, Uncertainty and inconsistency
Imbalanced learning, Class overlap, Feature transformation, Oversampling
model driven engineering, model driven development, domain-specificmodeling, code generation, automation, abstraction, productivity
Multiple sources information fusion, Multi-valued verification, Autonomous monitoring systems, Trust communication protocols, Lattice-valued logics
Multiple sources information fusion, Multi-valued verification, autonomous monitoring systems, Trust communication protocols, Lattice-valued logics
fuzzy rule-based model, fuzzy clustering, sampling, dimensionality reduction, granular computing, information granularity
confidence interval, Uncertainty quantification, credibility, data-informed decision-making, Fuzzy Set Theory, information granules
Group Decision Making (GDM), positive-negative comparisons, Geometric Consistency Index (GCI), Tucker's Congruence Coefficient (TCC), fuzzy AHP
Network traffic measurement, Sketch, Memory efficient, Super host identification, Network host trust evaluation
Multi-valued model checking, Intelligent systems (IS), Trust, Lattice-valued propositional logics, Uncertainty, Inconsistency
Real option, policy incentive situational, offshore wind power investment, local government subsidy, tradable green certificates
Aggregation, various classifiers, anomaly detection, multi-class problem, Choquet integral, pre-aggregation functions
Emergency capacity assessment, urban public health development, social network analysis, consensus-reaching process
Multi-valued model checking, IoTs, Commitment protocols, Lattice-Valued logics, Uncertainty and Inconsistency
Retrieval-Augmented Generation (RAG), Data Freshness, Vector Search, Large Language Models, Dense Retrieval, Just-in-Time Systems
Retrieval-Augmented Generation, Large language models, Code Generation, Information retrieval
Renewable Energy, wind power, Solar radiation, Fuzzy rule-based models, machine learning
Atmospheric electric field (AEF), Fuzzy C-Means (FCM), information granules, knowledge, thunderstorm
atmospheric electric field, thunderstorm cloud, point charge, multimodality, Random Forest
Multi-valued model checking, Autonomous monitoring systems, Trust protocols, Lattice-valued logics
Unsupervised Learning, Clustering, Information Granules, Cluster Validity, Prototypes, Principle of Justifiable Granularity
Aggregation, Choquet integral, generalized Choquet integral, numerical quadratures, many classifiers
Multi-scale decomposition, Channel clustering, Multivariate time series, Forecasting
low-rank factorization, low-dimensional representations, correntropy, graph learning
Time series forecasting, information granules, trend, Transformer, LSTM
Causal structure, Time series, Directed acyclic graph, Constraint free
PSO, cognitive-only PSO, two-subswarm heterogeneous PSO, ratio of different particles, exploration-exploitation balance
Model-driven Engineering, domain-specific modelling, simplified domain-specific modelling, Large language model, software development automation
Decision support system, public opinion management, social characteristics, opinion dynamics, public opinion.
