Search Results - collection algorithm

Birdsong Recognition Based on Attention Hash Algorithm Combined with Contrastive Loss by WANG Yuwei, CHEN Aibin, ZHOU Guoxiong, ZHANG Zhiqiang

“…Aiming at the problems of length misalignment, redundancy, noise and large intra-class differences in birdsong data collected in the natural environment, an automatic birdsong recognition model composed of a two-stage hash algorithm based on multi- level attention and a lightweight classifier based on fusion contrastive loss is proposed. …”
Get full text

An Object Detection Algorithm for Orchard Vehicles Based on AGO-PointPillars by Pengyu Ren, Xuyun Qiu, Qi Gao, Yumin Song

“…Aiming to improve upon existing object detection algorithms, which have the problem of low object recognition accuracy in orchard operation scenes, we propose an orchard vehicle object detection algorithm based on Attention-Guided Orchard PointPillars (AGO-PointPillars). …”
Get full text

Athlete movement control training based on dynamic time warping algorithm by Luo Dai, Yueqiang Zhao

“…Subsequently, a quality assessment model for action completion is built based on an improved dynamic time-warping algorithm. Finally, the performance of the proposed model is studied in the PennAction dataset, KTH dataset, HiEve dataset, and the collected wrist movement data of the subjects. …”
Get full text

Contrastive Learning Algorithm for Low-Resource Cryptographic Attack Event Detection by Peng Luo, Rangjia Cai, Yuanbo Guo

“…Thus, we propose a method CLAD: Contrastive Learning Algorithm for Detecting Low-resource Cryptographic Attack Event. …”
Get full text

Development of recognition algorithms in the control system of robot drives for plucking tea by Yan Yang, Chicherin I.V., Lijun Zhao, Chanjuan Long, Ignatieva E.A.

“…This study focuses on image recognition of tea Shoots using an object detection algorithm based on a deep learning framework. The developed algorithms are used in the control system of the robot's drives for collecting tea. …”
Get full text

On the issue of creating an algorithm for assessing safety culture in modern healthcare institutions by O.P. Yavorovsky, I.V. Serheta, R.P. Brukhno, Yu.M. Skaletskyi, V.D. Chopchyk, D.V. Varyvonchyk, V.I. Zenkina

“…It is sub­stantiated that the process of creating an algorithm for analytical assessment of the level of safety culture in modern healthcare institutions should involve the implementation of the following stages: establishing the degree of expression of the leading indicators that are components of each of its main components, using special scales (1ststage), determining the values indicators of ensuring the level of patient safety culture for each of the components using the appropriate generalized formulas (2ndstage), evaluation and meaningful interpretation of the values of indicators of the level of safety culture based on quantitative criteria (3rdstage), determination of collective, group or personalized, according to the content, strategies application of preventive measures aimed at increasing the level of safety culture in each specific case (4thstage). …”
Get full text

Comparison of Gait Parameters Collected Across Two Commercially Available Gait Systems in Older Adults by Alexandria Hoang, Jeannette Mahoney, Ying Jin, Sofiya Milman, Nir Barzilai, Joe Verghese, Emmeline Ayers

Get full text

Turbid of Water By Using Fuzzy C- Means and Hard K- Means by Rand Muhaned Fawzi, Iden Hassan Alkanani

“…In this research two algorithms are applied, the first is Fuzzy C Means (FCM) algorithm and the second is hard K means (HKM) algorithm to know which of them is better than the others these two algorithms are applied on a set of data collected  from the Ministry of Planning on the water turbidity of five areas in Baghdad to know which of these areas are less turbid in clear water to see which months during the year are less turbid in clear water in the specified area.…”
Get full text

The Relationship Between Appropriateness of Antibiotic Use Based on the Gyssens Algorithm and Mortality: A Retrospective Cohort Study in Indonesian Tertiary Hospital by Fadrian Fadrian, Gestina Aliska, Widya Nur Utami

“…Djamil Central General Hospital by using the Gyssens algorithm. Methods: This was a retrospective cohort study at Dr. …”
Get full text

Optimum Path Planning for Large Scale Distributed IoT Data Collection Using a Rechargeable UAV by Dhanushka Kudathanthirige, Hazer Inaltekin, Stephen V. Hanly, Iain B. Collings

“…This paper designs energy-efficient flight trajectories for a rechargeable uncrewed aerial vehicle (UAV) with battery capacity limitations, performing data collection from widely distributed Internet-of-Things (IoT) ground nodes. …”
Get full text

Reinforcement Learning-Based Augmentation of Data Collection for Bayesian Optimization Towards Radiation Survey and Source Localization by Jeremy Marquardt, Leonard Lucas, Stylianos Chatzidakis

Get full text

Algorithms of the protected information exchange in radio channels of a space navigation system by S. V. Shtanko, D. A. Lesnyk

Get full text

A Model For Optimization of Knowledge Management Outsourcing Decision Using Genetic Algorithm by Ameneh Khadivar, Fatemeh Abbasi, Sheyda Akbarian

“…Purpose: The purpose of this study is to develop an optimization model for knowledge management outsourcing using a genetic algorithm. This research aims to provide a framework for evaluating and selecting knowledge management service providers, enhancing decision-making processes for organizational managers.Methodology: This research is developmental-applied in terms of its objective and descriptive-survey in terms of data collection method. …”
Get full text

Optimized Fuzzy Probability Algorithm for Performance Evaluation of Pulverized Coal Rotary Feeder by CHANG Xin-qi, ZHAO Hui, ZHANG Yuan, WU Yang

Get full text

Remote Irrigation Control Based on LoRa Technology and Fuzzy PID Algorithm by Yuliang Li

“…The fuzzy PID algorithm and its controller use soil moisture parameters to adjust irrigation parameters, enabling the LoRa network to effectively convey irrigation instructions and improve water resource utilization. …”
Get full text

Natural Language Processing For Requirement Elicitation In University Using Kmeans And Meanshift Algorithm by Devi Yurisca Bernanda, Dayang N.A. Jawawi, Shahliza Abd Halim, Fransiskus Adikara

“…Conclusion in this research is determining is the clustering algorithm help the collection data and elicitation process has a somewhat greater impact on the ratings provided by professionals for pairs that belong to the same cluster. …”
Get full text

An improved air conditioner label defect detection algorithm based on SURF features by Huizi ZHOU, Yuelin LIU, Qing LIU, Jianwu LI

“…Aiming at the bottleneck that deep learning algorithms are not compatible with device detection and new sample collection,as well as poor detection timeliness and generalization ability,a traditional template matching detection algorithm based on SURF features was proposed. …”
Get full text

An Algorithm for Reconstructing Radiation Distribution Map in Unknown Environment Based on Mobile Robots by HUO Jian-wen, HU Xu-lin, WANG Jun-ling, GUO Yun-lei

Get full text

Simulation of automatic intrusion detection in university networks by using neural network algorithms by Houdun Xu

“…Preprocess the collected data and use neural network algorithms to design appropriate network structures and parameters. …”
Get full text

Development of an algorithm for managing an educational organization based on feedback and value-based management by Tikhonov Dmitriy

“…This algorithm includes mechanisms for collecting and analyzing feedback, developing and implementing corrective measures, and assessing their effectiveness.…”
Get full text