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Topic modeling algorithms and applications: A survey
Topic modeling is used in information retrieval to infer the hidden themes in a collection of
documents and thus provides an automatic means to organize, understand and summarize …
documents and thus provides an automatic means to organize, understand and summarize …
Dvqa: Understanding data visualizations via question answering
Bar charts are an effective way to convey numeric information, but today's algorithms cannot
parse them. Existing methods fail when faced with even minor variations in appearance …
parse them. Existing methods fail when faced with even minor variations in appearance …
Service candidate identification from monolithic systems based on execution traces
Monolithic systems increasingly suffer from maintainability and scalability issues as they
grow in functionality, size, and complexity. It is widely believed that (micro) service-based …
grow in functionality, size, and complexity. It is widely believed that (micro) service-based …
Arcan: A tool for architectural smells detection
Code smells are sub-optimal coding circumstances such as blob classes or spaghetti code-
they have received much attention and tooling in recent software engineering research …
they have received much attention and tooling in recent software engineering research …
A survey of tool support for working with design decisions in code
Whenever developers choose among alternative technical approaches, they make a design
decision. Collectively, design decisions shape how software implements its requirements …
decision. Collectively, design decisions shape how software implements its requirements …
A comparative analysis of software architecture recovery techniques
Many automated techniques of varying accuracy have been developed to help recover the
architecture of a software system from its implementation. However, rigorously assessing …
architecture of a software system from its implementation. However, rigorously assessing …
Architectural smells detected by tools: a catalogue proposal
Architectural smells can negatively impact on different software qualities and can represent
a relevant source of architectural debt. Several architectural smells have been defined by …
a relevant source of architectural debt. Several architectural smells have been defined by …
Functionality-oriented microservice extraction based on execution trace clustering
The main task of microservice extraction is to find which software entities (eg, methods,
classes) should be grouped together from existing monolithic software as candidate …
classes) should be grouped together from existing monolithic software as candidate …
An empirical study of architectural change in open-source software systems
From its very inception, the study of software architecture has recognized architectural decay
as a regularly occurring phenomenon in long-lived systems. Architectural decay is caused …
as a regularly occurring phenomenon in long-lived systems. Architectural decay is caused …
What do programmers discuss about blockchain? a case study on the use of balanced lda and the reference architecture of a domain to capture online discussions …
Blockchain-related discussions have become increasingly prevalent in programming Q&A
websites, such as Stack Overflow and other Stack Exchange communities. Analyzing and …
websites, such as Stack Overflow and other Stack Exchange communities. Analyzing and …