Tür "Proceedings Paper" Mühendislik Fakültesi / Faculty of Engineering için listeleme
Toplam kayıt 15, listelenen: 1-15
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Acoustic Scene Classification Using Spatial Pyramid Pooling With Convolutional Neural Networks
(2019)Automatic understanding of audio events and acoustic scenes has been an active research topic for researchers from signal processing and machine learning communities. Recognition of acoustic scenes in the real life scenarios ... -
Anomaly Detection in Smart Home Environments using Convolutional Neural Network
(2021)The use of smart devices in home environments has been increasing in recent years. The wireless connection of these devices to the internet enables smart homes to be built with less cost and hence, recognition of activities ... -
Applications of Deep Learning Techniques to Wood Anomaly Detection
(2022)Wood products and structures have an important place in today's industry. They are widely used in many fields. However, there are various difficulties in production systems where wood raw material is under many processes. ... -
A Component Based Model Developed for Machine Tool Selection Decisions
(2020)Machine tools are widely used in manufacturing sectors; such as automotive industry, metal cutting industry, aerospace industry etc. Purchase of a machine tool is a long-term capital investment decision and requires a high ... -
Daphnet Freezing Recognition with Gait Data by Using Machine Learning Algorithms
(2020)The aim of this study was to test the success of the data set obtained by a wearable health assistant developed for the symptom of freezing (FOG) in gait of Parkinson's patients and to increase the success of the system. ... -
Ka Band Far Field Radio Link System Based on OAM Multiplexed Vortex Beams Collimated by a Paraboloidal Reflector
(2021)Electromagnetic vortex-waves (VW) have linear azimuthal-phase, orthogonality in azimuth and orbital-angular-momentum (OAM). The VW-pattern has a null along the vorticity-axis and the cone-half-angle (CHA) and the beam-width ... -
Multiple Service Home Health Care Routing and Scheduling Problem: A Mathematical Model
(2020)The home health care routing and scheduling problem (HHCRSP) is an extension of the vehicle routing problem (VRP) that are scheduled and routed to perform a wide range of health care services. Nurses, doctors and/or ... -
A New Modeling Approach for Stability of Micro/Nano Bubbles
(2021)Microbubbles and nanobubbles have several characteristics that are comparable with millimeter- and centimeter-sized bubbles. These characteristics are their small size, which results in large surface area and high bioactivity, ... -
Objective Pain Assessment Using Vital Signs
(2020)Pain is considered as an emotional experience and unrestful feeling associated with tissue damage. The feeling of pain occurs when the interpretation starts in brain; as a signal is sent through nerve fiber to the brain. ... -
On computer-aided prognosis of septic shock from vital signs
(2019)Sepsis is a life-threatening condition due to the reaction to an infection. With certain changes in circulatory system, sepsis may progress to septic shock if it is left untreated. Therefore, early prognosis of septic shock ... -
Order Acceptance and Scheduling Problem: A Proposed Formulation and the Comparison with the Literature
(2020)In classical scheduling problem, it is assumed that all orders must be processed. In the order acceptance and scheduling (OAS) problem, some orders are rejected due to limited capacity. In make-to-order production environment, ... -
Predicting Bank Return on Equity (ROE) using Neural Networks
(2021)Measuring the performance and profitability of the banking sector, which is the most important part of a country's financial system, is always important. Thanks to the performance measurement, banks can understand the ... -
Sustainable Transportation System Design
(2020)As reducing the carbon footprint became one of the topmost concerns of the firms, Company X Turkey has a goal of transforming all of its operations in environmentally sustainable manner. Therefore, they specified their ... -
Understanding the Effect of Assignment of Importance Scores of Evaluation Criteria Randomly in the Application of DOE-TOPSIS in Decision Making
(2019)In conventional applications of hybrid DoE-TOPSIS technique in decision making problems, full factorial design layouts are generally used because of their ability to measure the effects of all possible combinations for ... -
Wi-Fi Based Indoor Positioning System with Using Deep Neural Network
(2020)Indoor positioning is one of the major challenges for the future large-scale technologies. Nowadays, it has become an attractive research subject due to growing demands on it. Several algorithms and techniques have been ...