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Survey on visual analysis of event sequence data
Event sequence data record series of discrete events in the time order of occurrence. They
are commonly observed in a variety of applications ranging from electronic health records to …
are commonly observed in a variety of applications ranging from electronic health records to …
Comparative layouts revisited: Design space, guidelines, and future directions
We present a systematic review on three comparative layouts-juxtaposition, superposition,
and explicit-encoding-which are information visualization (InfoVis) layouts designed to …
and explicit-encoding-which are information visualization (InfoVis) layouts designed to …
Unsupervised clickstream clustering for user behavior analysis
Online services are increasingly dependent on user participation. Whether it's online social
networks or crowdsourcing services, understanding user behavior is important yet …
networks or crowdsourcing services, understanding user behavior is important yet …
Dqnviz: A visual analytics approach to understand deep q-networks
Deep Q-Network (DQN), as one type of deep reinforcement learning model, targets to train
an intelligent agent that acquires optimal actions while interacting with an environment. The …
an intelligent agent that acquires optimal actions while interacting with an environment. The …
Patterns and sequences: Interactive exploration of clickstreams to understand common visitor paths
Modern web clickstream data consists of long, high-dimensional sequences of multivariate
events, making it difficult to analyze. Following the overarching principle that the visual …
events, making it difficult to analyze. Following the overarching principle that the visual …
ViDX: Visual diagnostics of assembly line performance in smart factories
Visual analytics plays a key role in the era of connected industry (or industry 4.0, industrial
internet) as modern machines and assembly lines generate large amounts of data and …
internet) as modern machines and assembly lines generate large amounts of data and …
TacticFlow: Visual analytics of ever-changing tactics in racket sports
Event sequence mining is often used to summarize patterns from hundreds of sequences
but faces special challenges when handling racket sports data. In racket sports (eg, tennis …
but faces special challenges when handling racket sports data. In racket sports (eg, tennis …
Sequence synopsis: Optimize visual summary of temporal event data
Event sequences analysis plays an important role in many application domains such as
customer behavior analysis, electronic health record analysis and vehicle fault diagnosis …
customer behavior analysis, electronic health record analysis and vehicle fault diagnosis …
Eventthread: Visual summarization and stage analysis of event sequence data
Event sequence data such as electronic health records, a person's academic records, or car
service records, are ordered series of events which have occurred over a period of time …
service records, are ordered series of events which have occurred over a period of time …
Visual drift detection for event sequence data of business processes
Event sequence data is increasingly available in various application domains, such as
business process management, software engineering, or medical pathways. Processes in …
business process management, software engineering, or medical pathways. Processes in …