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CREDIT RISK ASSESSMENT OF BANKS' LOAN ENTERPRISE CUSTOMER BASED ON STATE-CONSTRAINT

期刊: COMPUTING AND INFORMATICS, 2021; 40 (1)

Commercial banks are facing increasingly complex enterprise loan customers and businesses. It is important for banks' enterprise loan business to effi......

MORE EFFICIENT ON-THE-FLY VERIFICATION METHODS OF COLORED PETRI NETS

期刊: COMPUTING AND INFORMATICS, 2021; 40 (1)

Colored Petri Nets (CP-nets or CPNs) are powerful modeling language for concurrent systems. As for CPNs' model checking, the mainstream method is unfo......

UNSUPERVISED ADAPTATION FOR HIGH-DIMENSIONAL WITH LIMITED-SAMPLE DATA CLASSIFICATION USING VARIATIONAL AUTOENCODER

期刊: COMPUTING AND INFORMATICS, 2021; 40 (1)

High-dimensional with limited-sample size (HDLSS) datasets exhibit two critical problems: (1) Due to the insufficiently small-sample size, there is a ......

IMPROVED MULTI-POPULATION DIFFERENTIAL EVOLUTION FOR LARGE-SCALE GLOBAL OPTIMIZATION

期刊: COMPUTING AND INFORMATICS, 2020; 39 (3)

Differential evolution (DE) is an efficient population-based search algorithm with good robustness, however, it is challenged to deal with high-dimens......

TRAFFIC LIGHT RECOGNITION FOR REAL SCENES BASED ON IMAGE PROCESSING AND DEEP LEARNING

期刊: COMPUTING AND INFORMATICS, 2020; 39 (3)

Traffic light recognition in urban environments is crucial for vehicle control. Many studies have been devoted to recognizing traffic lights. However,......

AN IMPROVED PDR LOCALIZATION ALGORITHM BASED ON PARTICLE FILTER

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

Pedestrian Dead Reckoning (PDR) helps to realize step frequency detection, step estimation and direction estimation through data collected by inertial......

DEEP CONVOLUTION AND CORRELATED MANIFOLD EMBEDDED DISTRIBUTION ALIGNMENT FOR FOREST FIRE SMOKE PREDICTION

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

This paper proposes the deep convolution and correlated manifold embedded distribution alignment (DC-CMEDA) model, which is able to realize the transf......

TRAVEL MODE RECOGNITION FROM GPS DATA BASED ON LSTM

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

A large amount of GPS data contains valuable hidden information. With GPS trajectory data, a Long Short-Term Memory model (LSTM) is used to identify p......

A LOGIC PETRI NET-BASED REPAIR METHOD OF PROCESS MODELS WITH INCOMPLETE CHOICE AND CONCURRENT STRUCTURES

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

Current model repair methods cannot repair incomplete choice and concurrent structures precisely and simply. This paper presents a repair method of pr......

ADAPTIVE FAULT DIAGNOSIS OF MOTORS USING COMPREHENSIVE LEARNING PARTICLE SWARM OPTIMIZER WITH FUZZY PETRI NET

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

This study proposes and applies a comprehensive learning particle swarm optimization (CLPSO) fuzzy Petri net (FPN) algorithm, which is based on the CL......

ANALYSIS AND APPLICATION OF MIN-COST TRANSITION SYSTEMS TO BUSINESS PROCESS MANAGEMENT

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

To improve the efficiency of conformance checking in process mining, new alignment approaches are presented between event logs and process models base......

CHECKING DATA-FLOW ERRORS BASED ON THE GUARD-DRIVEN REACHABILITY GRAPH OF WFD-NET

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

In order to guarantee the correctness of workflow systems, it is necessary to check their data-flow errors, e.g., missing data, inconsistent data, los......

A METHOD FOR LEARNING A PETRI NET MODEL BASED ON REGION THEORY

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

The deployment of robots in real life applications is growing. For better control and analysis of robots, modeling and learning are the hot topics in ......

REVERSE INTERVENTION FOR DEALING WITH MALICIOUS INFORMATION IN ONLINE SOCIAL NETWORKS

期刊: COMPUTING AND INFORMATICS, 2020; 39 (1-2)

Malicious information is often hidden in the massive data flow of online social networks. In "We Media" era, if the system is closed without intervent......

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