With the booming of the Internet, Web public opinion plays an increasingly important role in the stability of the network community. Therefore, the sensitive information hidden on the Internet is ...likely to lead to unpredictable social impact. This paper focuses on the detection of Chinese sensitive information. First, we build a corpus to train the detection model. Secondly, we apply the Bert method to the detection problem. Then, many popular NLP methods are applied to this problem to show the progress of Bert in a sensitive information detection task. Finally, we got a sensitive information detection model based on BERT with a high F1 score of 97.31.
This paper presents the outcomes of a contest organized to evaluate methods for the online recognition of heterogeneous gestures from sequences of 3D hand poses. The task is the detection of gestures ...belonging to a dictionary of 16 classes characterized by different pose and motion features. The dataset features continuous sequences of hand tracking data where the gestures are interleaved with non-significant motions. The data have been captured using the Hololens 2 finger tracking system in a realistic use-case of mixed reality interaction. The evaluation is based not only on the detection performances but also on the latency and the false positives, making it possible to understand the feasibility of practical interaction tools based on the algorithms proposed. The outcomes of the contest’s evaluation demonstrate the necessity of further research to reduce recognition errors, while the computational cost of the algorithms proposed is sufficiently low.
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•3D Shape Retrieval Challenge 2022 at 3DOR’22 Track on Online detection of heterogeneous gestures.•New gesture dataset with 288 gestures sequences and 16 gestures dictionary.•Contest with 4 groups presenting their gesture recognition methods and different variants.•Report of results and performances for all the methods.
This paper presentsan investigation of numerical analysis of splined shafts made of various materials. These axle spline shafts are subjected to torsional stress to determine if they can withstand ...the load without failing. The investigation aims to identify the best material type that can withstand high torsional stress levels. Additionally, a Calyx simulation has been used to examine the effects of tooth error. The experiment was conducted to determine the effect of the spline axle shaft's mechanical and chemical endurance strength. The troptometer is used to determine the angular distortion of a bar or piece that has been subjected to torsion. Torsion tests are conducted using a torsion testing machine, and numerical simulation is performed using Ansys software. The result indicates that AISI 1040 torqued between 2800 and 3000 lb-in until it reached a breaking point. AISI 1050 produced between 5700 and 6000 lb-in of torque until it reached its limit. AISI 1340 reached a maximum torque of approximately 8000–8500 until it reached a breaking point.
Machine Intelligence Techniques In Vlsi Hardware Chauhan, Dr. Ashish; Singh, Dr. Laxmi; Gupta, Dr. Sanjeev Kumar
International journal of engineering and advanced technology,
11/2019, Letnik:
8, Številka:
6s3
Journal Article
Odprti dostop
A brief guide to storage primarily dependent strategies to simulate machine intelligence in VLSI equipment, explaining the difficulties accompanied by the advantages. The application of programming ...methods in VLSI hardware can be both difficult and reasonable. Deep architectures, stratified temporal reminiscences and memory networks square measure a number of up-to-date approaches in this analysis area. This methodology was built to follow the low-level intelligence challenges and seeks to provide climbable approaches to high-level intelligence problems such as thin writing and debate.
Underwater Welding techniques Priya, V.; Mohan, M.Chandra; Dhanasekar, J.
International journal of engineering and advanced technology,
10/2019, Letnik:
8, Številka:
6s2
Journal Article
Odprti dostop
Welding demand in toward the ocean and marine applications is extended with the growing in oil and gas practices just as extending in the marine transportation and mechanical applications. In this ...paper, a succinct delineation of the particular business submerged frameworks will be displayed considering exhibiting natty lumpy portrayal of several forefront welding systems
With the huge amount of information available, the analysis over the data is the fertile area of knowledge mining research. Knowledge mining is the recent hot and promising research area. Knowledge ...mining is defined as the process of obtaining relevant knowledge from the pool of resources. In this review paper, we surveyed about the prior works carried out in the knowledge mining systems. We explore the primitives of knowledge mining systems. Attribute imbalance is the primary issue prevails in the knowledge mining process. In the field of higher education, most of the attributes are shared among the data features. In addition a precise introduction to knowledge mining along with its process is presented to get acquainted with the vital information on the subject of knowledge mining system
Although radio still holds a high status among everyday media users in German society, there has been a clear downward trend in the usage of mainstream pop radios in recent years. In this essay, we ...highlight six central problems of current linear mainstream music radio and present possible solutions for creating more attractive and contemporary programs. In sum, we argue for greater inclusion of music editors' creativity and experience, which is connected to the conscious downgrading of music-based market research, and for a stronger harmonization and curation of at least parts of the program by editors and moderators.
Despite the wide availability of large motion databases, and recent advances in exploiting them to create tailored contents, artists still spend tremendous efforts in editing and adapting existing ...character animations to new contexts. This motion editing problem is a well-addressed research topic. Yet only a few approaches have considered the influence of the camera angle, and the resulting visual features it yields, as a mean to control and warp a character animation. This paper proposes the design of viewpoint-dependent motion warping units that perform subtle updates on animations through the specification of visual motion features such as visibility, or spatial extent. We express the problem as a specific case of visual servoing, where the warping of a given character motion is regulated by a number of visual features to enforce. Results demonstrate the relevance of the approach for different motion editing tasks and its potential to empower virtual characters with attention-aware communication abilities.
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•A procedural animation technique to adapt the motion of virtual characters.•Performing the analysis of low-level perception features from an observer point of view.•Increasing the realism of interaction and the expressive capability of digital avatars.•Increasing social presence in virtual reality applications.•Inspired by robotics’ visual servoing, and applied to virtual characters animation.
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