Artificial neural networks and neuro-fuzzy inference systems are well known artificial intelligence techniques used for black-box modelling of complex systems. In this study, Feed-forward (ANN) adaptive system (ANFIS) the performance direct methanol fuel cell (DMFC). Current density (I), temperature (T), concentration (C), liquid flow-rate (q) air (Q) selected as input variables to predict voltage. Polarization curves obtained 35 different operating conditions according a statistically...

Abstract An accurate and robust sperm cells tracking algorithm that is able to detect track in videos with high accuracy efficiency presented. It fast enough process approximately 30 frames per second. can find the correct path measure motility parameters for each sperm. also adapt different types of images coming from cameras bad recording conditions. Specifically, a new way offered optimize uneven lighting improve detection which gives us ability get more results. The shape detected object...

The number of cancer patients is increasing all over the world due to reasons such as environmental pollution, excess technological and biological wastes, climate change, increased consumption unnatural foods. According data World Health Organization in 2020, there are 19 million world. most common type breast with 11.7%. Breast high 24.5% women 15.5% these cases result death. Therefore, it important detect at an early stage. purpose this study fastest way highest accuracy rates. In study,...

Experimental and simulation studies were conducted to design a multiregional fuzzy logic controller (FLC) for lab-scale pH process system. Scaled coefficients of the optimized offline obtain best performance in terms cost function evaluation number using two widely used global optimization methods; namely, Genetic Algorithm (GA) Particle Swarm Optimization (PSO). Various tuning parameters these algorithms investigated detail compare their on this subject. The functions obtained via very...

In order to better understand human behavior, the emotional content of facial expressions needs be accurately analyzed and interpreted. While perception faces is a natural skill for humans, it still poses great challenges computer systems. These difficulties result from non-uniformity face differences in conditions such as lighting, shadows, pose orientation. Deep learning models, especially Convolutional Neural Networks (CNNs), have potential deal with these due their powerful automatic...

Due to the refrigerant gas R134a which is used in automobile air conditioning systems and has greater global warming impact will be phased out gradually, an alternative being desired without much change on existing systems. It aimed obtain easier solution for intermediate values performance by creating a Neural Network Model case of using fluid (R152a) that thermodynamic properties close each other near-zero impact. In this instance, network structure giving most accurate result been...

It developed a model of the human body makes any smart phone that supports Bluetooth low energy technology process signals sent via connection received by sensors (electrode) placed on certain areas. This model, miniature, flexible substrate provides power consumption, energy-based uses wireless (bluetooth). In this article, ECG displayed mobile interface, measurement oxygen saturation and pulse rate, temperature practice was carried out developing Android interface.

Nowadays, unmanned aerial vehicles (UAVs) are increasingly utilized in various civil and military applications, highlighting the growing need for robust security UAV networks. Cyberattacks on these networks can lead to operational disruptions loss of critical information. This study evaluates five machine learning models—Random Forest (RF), CatBoost, XGBoost, AdaBoost, Artificial Neural Networks (ANN)—for detecting attacks using CICIOT2023 (Canadian Institute Cybersecurity Internet Things...

This study aims to describe quantitatively the injuries and fatalities from high rates of serious road traffic accidents (RTAs) in Turkey, identify any trends during period 1980–2000, compare results with those developed countries evaluate information available on possible causes a view identifying most useful direction for future research. Data were obtained Turkish police, State Institute Statistics, health sources and, international comparison, published literature. Estimates made using...

Computer aided sperm analysis (CASA) systems have been used in recent years to examine the mobility and morphology of human animal sperm. While these detect sperm, they fail more than one image coinciding or overlapping between motile spermatozoa. In addition, sensitive results can not be obtained against light factor background detection. order improve above mentioned problems, using random forest algorithm, detection was performed on images from HOG, LBP color histogram feature extraction...

The study was carried out in order to enable systems with weak processing power and motion detect objects using cloud services. In addition, the dataset is expanded by continuous labeling create big data. study, it aimed cloud-based deep learning methods an unmanned aerial vehicle (UAV). training processes were Google Colaboratory, a service provider. are YOLO-based system, convolutional neural network created revising parameters line needs. model provides communication between neurons...

Patient health care, prevention of diseases and to prevent the disruption their duties in service areas workers hospitals, addition real-time monitoring system makes drug delivery nurse / staff robot model was developed. These models study, using voice transmission made intelligent kit Bluetooth module is running concurrently with nurses a design. This desing will start work perception nurse's command. Task, after command log data (for which patients, room, drug, an hour so on.) Is held by...

With the increase in environmental awareness, quest for alternative refrigerants automobile air conditioning systemsis a necessity protection of ozone layer and prevention global warming. Therefore, it is important that refrigerant to be used as an must at least thermodynamically sufficient within specified limits. In this study, R152a which gas R134a that's use systems will removed certain schedule has been examined thermodynamically. Artificial intelligent model was generated compared by...