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An exploratory approach to data driven knowledge creation
This paper describes a new approach to knowledge creation that is instrumental for the emerging paradigm of data-intensive science. The proposed...
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An exploratory approach to archaeological knowledge production
The current scientific context is characterized by intensive digitization of the research outcomes and by the creation of data infrastructures for...
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Improving Android app exploratory testing with UI test cases using code change analysis
Several companies employ exploratory testing to enhance bug discovery in Android applications while minimizing testing session duration....
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An Exploratory Test Design and Execution Learning Approach: A Definition of Syllabus and Teaching Plan
Exploratory Testing stands out as an alternative used in the industry to meet the needs of agile and/or short-term testing processes. However,...
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Using problem-based exploratory training to improve pilot understanding of autopilot functions
Previous research indicated a need to improve pilot training with regard to understanding of autopilot logic and behavior, especially in non-routine...
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Inventors’ brokerages dynamic and exploratory innovation: the moderating role of knowledge diversity
An inventor’s exploratory innovation is driven by an extensive external knowledge search. This paper contributes to this understanding by exploring...
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Identifying the Steps in an Exploratory Data Analysis: A Process-Oriented Approach
Best practices in (teaching) data literacy, specifically Exploratory Data Analysis, remain an area of tacit knowledge until this day. However, with...
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Automatic identification of preferred music genres: an exploratory machine learning approach to support personalized music therapy
Music accompanies all phases of our lives, and when we reach old age, music becomes a direct symbol of nostalgia. Autobiographical memories are...
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The Time Travel Exploratory Games Approach: An Artificial Intelligence Perspective
The authors deploy Artificial Intelligence techniques for the design of digital games aiming at affective and effective education. There is a case of...
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The Non-theory-driven Character of Computer Simulations and Their Role as Exploratory Strategies
In this article, I focus on the role of computer simulations as exploratory strategies. I begin by establishing the non-theory-driven nature of...
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Dynamic Exploratory Search for the Information Retrieval Anthology
This paper presents dynamic exploratory search technology for the analysis of scientific corpora. The unique dynamic features of the system allow...
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Basic Visualization and Exploratory Data Analytics
In this chapter, we will present a number of complementary strategies for data wrangling, harmonization, manipulation, aggregation, visualization,...
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Smart Meters and Customer Consumption Behavior: An Exploratory Analysis Approach
As the economy and technology continue to advance, the need of energy for humans’ activities is growing, placing significant pressure on power...
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Towards High-Performance Exploratory Data Analysis (EDA) via Stable Equilibrium Point
Exploratory data analysis (EDA) is a vital procedure in data science projects. In this work, we introduce a stable equilibrium point (SEP)-based...
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Making Assumptions Transparent: Iterative Exploratory Modeling as a Step** Stone for Agent-Based Model Development
In the case of infectious diseases, the interaction between human behavior and disease dynamics can greatly influence the resulting outbreak size and...
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Humans vs AI: An Exploratory Study with Online and Offline Learners
We present an exploratory study comparing human player performance against online and offline AI learning techniques—the Naive Bayes Classifier and...
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A large-scale exploratory study on the proxy pattern in Ethereum
The proxy pattern is a well-known design pattern with numerous use cases in several sectors of the software industry (e.g., network applications,...
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On the spread and evolution of dead methods in Java desktop applications: an exploratory study
Background. Dead code is a code smell. It can refer to code blocks, fields, methods, etc. that are unused and/or unreachable—e.g., if a method is...
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Participatory design of an Arabic serious game for children with dyslexia: a qualitative exploratory study
Designing serious games (SG) for children with a cognitive disorder like dyslexia presents some challenges. Indeed, understanding the needs of target...
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Ultrasonics and urban greening: an exploratory study on ultrasound presence in urban spaces
Airborne ultrasound is a frequently overlooked feature of our environment as it is not audible to humans, and little is known of its health effects...
