-
11761
Detection of Jihadism in Social Networks Using Big Data Techniques Supported by Graphs and Fuzzy Clustering
Published 2019-01-01“…Then, fuzzy clustering techniques were used to classify users in profiles, with the advantage over other classifications techniques of providing a probability for each profile instead of a binary categorization. Algorithms were tested using public database from Kaggle and other Twitter extraction techniques. …”
Get full text
Article -
11762
Diagnostic efficacy of serological and epigenetic methods of screening diagnostics of colorectal cancer
Published 2014-12-01“…Development of adequate screening and diagnostic algorithms on colorectal cancer detection.Material and methods. …”
Get full text
Article -
11763
A new application for reading optical form with standard scanner by using image processing techniques
Published 2023-07-01“…The form in which the designed template will be printed on A4 paper instead of a special optical form and the system in which standard scanners will be used instead of the optical scanner, uses the image processing algorithms in the OpenCV library in the evaluation process which is an intermediate library developed in C#. …”
Get full text
Article -
11764
Revolutionizing Education with Artificial Intelligence (AI)? Challenges, and Implications for Open and Distance Learning (ODL)
Published 2025-01-01“…This transformative technology holds the potential to revolutionize education delivery through personalized learning algorithms, adaptive learning, and intelligent tutoring systems, tailoring educational experiences to individual students. …”
Get full text
Article -
11765
Time-variant left ventricle models for intracardiac impedance analysis
Published 2024-10-01“…The models, thus, provide a useful basis for the development of LVV estimation algorithms.…”
Get full text
Article -
11766
Review on the Application of Remote Sensing Data and Machine Learning to the Estimation of Anthropogenic Heat Emissions
Published 2025-01-01“…This paper reviews the main approaches for estimating anthropogenic heat emissions. The typical algorithms of the abovementioned three methods are introduced, and their advantages and limitations are also evaluated. …”
Get full text
Article -
11767
DESIGNING AND EFFICIENCY EFFECT OF AUTOMATIC BALL-CLEANING SYSTEM FOR CONDENSER 180-KTsS-1 OF TURBINE Т-180/210-130-1 LMZ. Part 1
Published 2015-06-01“…The authors consider developed algorithms of data processing and designed system control of the condenser cleaning that allowed realizing its operation in automatic mode.…”
Get full text
Article -
11768
Distributed Compressed Hyperspectral Sensing Imaging Incorporated Spectral Unmixing and Learning
Published 2022-01-01“…Compressed hyperspectral imaging is a powerful technique for satellite-borne and airborne sensors that can effectively shift the complex computational burden from the resource-constrained encoding side to a presumably more capable base-station decoder. Reconstruction algorithms play a pivotal role in compressive imaging systems. …”
Get full text
Article -
11769
Local and Deep Features Based Convolutional Neural Network Frameworks for Brain MRI Anomaly Detection
Published 2022-01-01“…Extensive experiments conducted based on brain tumor in MRI image public access databases and achieves significant results compared to state-of-the-art algorithms. In addition, we discussed the effectiveness and applicability of CNNs with a variety of different features and architectures for brain abnormalities such as Alzheimer’s.…”
Get full text
Article -
11770
Measuring transducers for optical diagnostic system with multifunctional unitary photovoltaic converters
Published 2018-09-01“…Traditional solution of this problem lies in the field of multi-sensory systems, complex optical schemes and complex signal processing algorithms. The paper aims at the development of new measuring transducers for optical diagnostic system on a basis of multifunctional unitary photovoltaic converters built on semiconductors with low-concentration deep dopants that form multiple energy levels for different charge states in the band gap. …”
Get full text
Article -
11771
Prediction of High-ozone Events Using GAM, SMOTE, and Tail Dependence Approaches in Texas (2005–2019)
Published 2021-07-01“…We also find that the tail dependence approach is capable of predicting extreme ozone events, but algorithmic stability and configuration complexity can make this approach difficult to operationalize on a broad scale and that the selection of the threshold needs to be carefully considered. …”
Get full text
Article -
11772
Design of a 128‐channel transceiver hardware for medical ultrasound imaging systems
Published 2022-01-01“…Besides, compared to the commercial open ultrasound research scanners, the flexibility to interface FPGA‐based signal processing module helps to investigate the performance of hardware realisation of various ultrasound signal processing algorithms. Moreover, the work realises a single‐board transceiver solution for multichannel ultrasound system fulfilment.…”
Get full text
Article -
11773
Dual-Modal Approach for Ship Detection: Fusing Synthetic Aperture Radar and Optical Satellite Imagery
Published 2025-01-01“…For SAR images, a customized Detection Transformer model, SAR-EDT, integrates advanced denoising algorithms and optimized pooling configurations. A fusion module evaluates the overlaps of detected bounding boxes based on intersection over union (IoU) metrics. …”
Get full text
Article -
11774
Linking Animal Feed Formulation to Milk Quantity, Quality, and Animal Health Through Data-Driven Decision-Making
Published 2025-01-01“…Leveraging advanced analytical techniques, such as machine learning and optimization algorithms, have created highly accurate feed formulations tailored to specific livestock needs. …”
Get full text
Article -
11775
A novel classification method for balance differences in elite versus expert athletes based on composite multiscale complexity index and ranking forests.
Published 2025-01-01“…We calculated the CMCI and used four machine learning algorithms-Logistic Regression, Support Vector Machine(SVM), Naive Bayes, and Ranking Forest-to combine these features and assess each participant's balance ability. …”
Get full text
Article -
11776
A distributed scheme for energy-efficient event-based target recognition using Internet of Multimedia Things
Published 2022-05-01“…Some solutions presented in the literature, such as image compression, do not efficiently solve this problem because of the algorithms’ computational complexities. Thus, detecting the event of interest locally before the communication using shape-based descriptors would avoid useless data transmission and would extend the network lifetime. …”
Get full text
Article -
11777
Fuzzy-Swarm Intelligence-Based Short-Term Load Forecasting Model as a Solution to Power Quality Issues Existing in Microgrid System
Published 2022-01-01“…The swarm intelligence load forecast model based on particle swarm optimization algorithms can improve the limitations of the fuzzy system and increase its forecasting performance. …”
Get full text
Article -
11778
Machine learning models for predicting the bearing capacity of shallow foundations: A Comparative study and sensitivity analysis
Published 2024-12-01“…With the development of new methods such as Machine Learning (ML) algorithms in recent decades, a resolution to these challenges has been identified. …”
Get full text
Article -
11779
Simulation-based Analysis of 20 kW PV System
Published 2024-01-01“…To get the most power out of the solar panel under the circumstances, algorithms like MPPT are applied. MPPT also regulates the current supplied to the battery. …”
Get full text
Article -
11780
Echoing Mechanism of Juvenile Delinquency Prevention and Occupational Therapy Education Guidance Based on Artificial Intelligence
Published 2022-01-01“…Two crime type prediction algorithms based on time-crime type count vectorization and dense neural network and crime type prediction based on the fusion of dense neural network and long- and short-term memory neural network are proposed. …”
Get full text
Article