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Mid-level representations are used to map sets of local features into one global representation for a given media descriptor. In visual pattern recognition tasks, Bag-of-Words (BoW) is one popular strategy, among many methods available in literature, due mainly by the simplicity in concept and implementation. Despite the overall good results achieved by BoW in many tasks, the method is unstable in...
Spreadsheets serve as a basis for decision-making processes in many companies and bugs in spreadsheets can therefore represent a considerable risk to businesses. Systematic tests can help to locate such bugs, but providing test cases can be cumbersome and complex for large real-world spreadsheets. To make the specification of test cases easier, we propose to split spreadsheets into smaller logically...
Peer code reviews are important for giving and receiving peer feedback, but the code review process is time consuming. Static analysis tools can help reduce reviewer effort by catching common mistakes prior to peer code review. Ideally, contributors would use static analysis tools prior to pull request submission so common mistakes could be addressed first, before invoking the reviewer. To explore...
The vision is considered the most important sense in humans, the visual field may be affected by various diseases or conditions that can even be congenital, resulting in a high percentage of people with visual problems, low vision to blindness. In the majority of cases can be corrected with conventional methods, however, if a suitable control could be prevented and up to early detection of various...
In this paper, syllabus visualization tool based on standard curriculum is proposed. To visualize the difference of syllabuses, the proposed tool uses correspondence analysis. Using the proposed tool, we can know the relationship between syllabuses and standard curriculum (CS2013).
The goal of this paper is to provide a forum to discuss design activity from two different perspectives: industrial design and electrical engineering. We start with a general overview of design activity as defined by Larson and Dorst[1]. Next, perspectives on design are presented by two of the paper's authors, specifically in the following areas: identifying and framing design problems, design representations,...
The article presents core information about National Classification of Economic Activities, National Classification of Product by Economic Activities, National classification of fixed assets. The description of problems and their solutions is presented.
The brain is amazingly complex, and the effects of a brain injury can vary widely. The injury can produce cognitive, sensory or physical impairments; most are amenable to rehabilitation. Some symptoms may appear right away, while others may not show up for days or weeks after the concussion. Disconjugate eye movements have been associated with traumatic brain injury since ancient times. Concussions...
Adapting an educational environment to students considering its features and individuals is a necessity due to the large amount of learning objects in the repositories. Thus, organizing learning objects so that they can be efficiently recommended is a real need. In this way, this work presents a proposal for clustering learning objects in repositories considering the learning styles they support,...
We tackle the problem of learning robotic sensorimotor control policies that can generalize to visually diverse and unseen environments. Achieving broad generalization typically requires large datasets, which are difficult to obtain for task-specific interactive processes such as reinforcement learning or learning from demonstration. However, much of the visual diversity in the world can be captured...
This paper is on active learning where the goal is to reduce the data annotation burden by interacting with a (human) oracle during training. Standard active learning methods ask the oracle to annotate data samples. Instead, we take a profoundly different approach: we ask for annotations of the decision boundary. We achieve this using a deep generative model to create novel instances along a 1d line...
Object-to-camera motion produces a variety of apparent motion patterns that significantly affect performance of short-term visual trackers. Despite being crucial for designing robust trackers, their influence is poorly explored in standard benchmarks due to weakly defined, biased and overlapping attribute annotations. In this paper we propose to go beyond pre-recorded benchmarks with post-hoc annotations...
Visual induced motion sickness (VIMS) is one of the most effective factor of visual discomfort on wide screen such as 4K display. Though Biosignal parameter such as LF/HF wasn't reflect the VIMS enough considering individuality, we focus body motion effects that caused by VIMS itself. From the experimental result, the disturbance of body motion reflect time-sequence discomfort and might be possible...
In this article, we develop two visual impression models: recognition model and generalization model to simulate the cognition process of human visual systems. We show how the visual impression learned with a deep neural network can be efficiently transferred to other visual recognition tasks. By reusing the hidden layers trained in an unsupervised way, we show that we can largely reduce the number...
Victims of and witnesses to crime are asked to describe an offender using cognitive interviewing techniques (CI), before constructing a visual likeness of the face. The aim of the current experiment was to investigate whether composite construction using the EvoFIT holistic system would benefit from the parallel use of three enhancement techniques. The study manipulated the type of interview used...
A new turn in information revolution contributed to the formation of a new universal identity of the uniform postindustrial society. We refer to this phenomenon as the concept of a “New axial period”. The system of education, like all cultural institutions, turned out to be not ready for such a breakthrough in creating a new reality that entails certain problems. Among the problems are: pedagogical...
While traditional project planning approaches focus on precise scheduling of tasks, the ESSENCE standard proposes a higher-level approach that focuses on monitoring. Hence, a new kind of process visualization that picks up ideas of Kanban boards and physical cards is sketched in the standard. This tool paper presents a dashboard application refining, extending, and implementing these ideas based on...
Accurate reporting of results is extremely important. This is especially relevant for energy and environmental data associated with government driven incentives and disincentives (such as tax benefits for energy efficiency or mandatory GHG emission reporting). Any abnormalities in the data can significantly affect reported results. It is therefore critically important to properly evaluate all data...
The HL7 Fast Healthcare Interoperability Resources (FHIR) specification is emerging as a next generation standards framework for the exchange of electronic health records (EHR) data. The rich semantic representation and sophisticated structure definition of the FHIR requires a relatively deep learning curve to understand and utilize. The objective of our study is to design and develop a user-friendly...
Since many motor companies are considering applying gesture control to in-vehicle interaction, it becomes a question that how to match the secondary driving task with a suitable gesture. Based on the usability principle and the gesture database we built in this study, a usability test for in-vehicle gesture control was carried out in a simulated driving cockpit with an Eye-Tracker involved. 14 kinds...
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