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  Subjects -> SCIENCES: COMPREHENSIVE WORKS (Total: 374 journals)
Showing 1 - 200 of 265 Journals sorted by number of followers
Science     Full-text available via subscription   (Followers: 4967)
Scientific American     Full-text available via subscription   (Followers: 497)
Forensic Science Policy & Management: An International Journal     Hybrid Journal   (Followers: 239)
Journal of the History of Ideas     Full-text available via subscription   (Followers: 166)
Scientific Reports     Open Access   (Followers: 82)
Journal of the Royal Society of New Zealand     Hybrid Journal   (Followers: 49)
Science Advances     Free   (Followers: 43)
American Journal of Applied Sciences     Open Access   (Followers: 22)
Journal of Scientometric Research     Open Access   (Followers: 22)
Accountability in Research: Policies and Quality Assurance     Hybrid Journal   (Followers: 19)
Studies in Science Education     Hybrid Journal   (Followers: 18)
Scienze Regionali : Italian Journal of Regional Science     Full-text available via subscription   (Followers: 18)
Advances in Science and Technology     Full-text available via subscription   (Followers: 18)
Bioethics Research Notes     Full-text available via subscription   (Followers: 15)
Current Issues in Criminal Justice     Hybrid Journal   (Followers: 15)
Ghana Studies     Full-text available via subscription   (Followers: 15)
Advanced Science     Open Access   (Followers: 15)
American Journal of Humanities and Social Sciences     Open Access   (Followers: 14)
Berichte Zur Wissenschaftsgeschichte     Hybrid Journal   (Followers: 11)
Configurations     Full-text available via subscription   (Followers: 11)
Kennedy Institute of Ethics Journal     Full-text available via subscription   (Followers: 10)
International Journal of Technology Policy and Law     Hybrid Journal   (Followers: 10)
Scientific American Mind     Full-text available via subscription   (Followers: 10)
Journal of Chromatography & Separation Techniques     Open Access   (Followers: 9)
Data Curation Profiles Directory     Open Access   (Followers: 9)
Issues in Science & Technology     Free   (Followers: 8)
Advanced Science, Engineering and Medicine     Partially Free   (Followers: 7)
African Journal of Science, Technology, Innovation and Development     Hybrid Journal   (Followers: 7)
Enhancing Learning in the Social Sciences     Open Access   (Followers: 7)
European Scientific Journal     Open Access   (Followers: 7)
Royal Society Open Science     Open Access   (Followers: 7)
Scientific Data     Open Access   (Followers: 7)
Current Research in Geoscience     Open Access   (Followers: 6)
Australian Journal of Social Issues     Hybrid Journal   (Followers: 6)
Malawi Journal of Science and Technology     Open Access   (Followers: 6)
Journal of Analytical Science & Technology     Open Access   (Followers: 5)
Asian Journal of Technology Innovation     Hybrid Journal   (Followers: 5)
Ethiopian Journal of Education and Sciences     Open Access   (Followers: 5)
Momona Ethiopian Journal of Science     Open Access   (Followers: 5)
SINET : Ethiopian Journal of Science     Open Access   (Followers: 5)
Archives Internationales d'Histoire des Sciences     Partially Free   (Followers: 5)
Globe, The     Full-text available via subscription   (Followers: 4)
American Academic & Scholarly Research Journal     Open Access   (Followers: 4)
European Online Journal of Natural and Social Sciences     Open Access   (Followers: 4)
International Journal of Innovation and Applied Studies     Open Access   (Followers: 4)
Network Science     Hybrid Journal   (Followers: 4)
Journal of Diversity Management     Open Access   (Followers: 4)
Tanzania Journal of Science     Open Access   (Followers: 4)
Acta Scientifica Naturalis     Open Access   (Followers: 4)
The Social Studies     Hybrid Journal   (Followers: 3)
Theoria     Open Access   (Followers: 3)
National Academy Science Letters     Hybrid Journal   (Followers: 3)
Східно-Європейський журнал передових технологій : Eastern-European Journal of Enterprise Technologies     Open Access   (Followers: 3)
South East European University Review (SEEU Review)     Open Access   (Followers: 3)
Nordic Studies in Science Education     Open Access   (Followers: 3)
Journal of the Ghana Science Association     Full-text available via subscription   (Followers: 3)
Journal of Science and Technology (Ghana)     Open Access   (Followers: 3)
AFRREV STECH : An International Journal of Science and Technology     Open Access   (Followers: 3)
Science & Diplomacy     Free   (Followers: 3)
International Journal of Network Science     Hybrid Journal   (Followers: 3)
South African Journal of Science     Open Access   (Followers: 2)
Journal of Advanced Research     Open Access   (Followers: 2)
Asian Journal of Scientific Research     Open Access   (Followers: 2)
Proceedings of the Linnean Society of New South Wales     Full-text available via subscription   (Followers: 2)
Journal of Natural Sciences Research     Open Access   (Followers: 2)
Nuncius     Hybrid Journal   (Followers: 2)
Digithum     Open Access   (Followers: 2)
Science and Technology     Open Access   (Followers: 2)
Journal of Science and Technology     Open Access   (Followers: 2)
TECNOSCIENZA: Italian Journal of Science & Technology Studies     Open Access   (Followers: 2)
Springer Science Reviews     Hybrid Journal   (Followers: 2)
Journal of Social Science Research     Open Access   (Followers: 2)
Rehabilitation Research, Policy, and Education     Hybrid Journal   (Followers: 2)
New Directions in the Teaching of Physical Sciences     Open Access   (Followers: 2)
International Journal of Social Sciences and Management     Open Access   (Followers: 2)
Nordic Journal of Science and Technology     Open Access   (Followers: 2)
UNED Research Journal / Cuadernos de Investigación UNED     Open Access   (Followers: 1)
Australian Field Ornithology     Full-text available via subscription   (Followers: 1)
Politique et Sociétés     Full-text available via subscription   (Followers: 1)
COSMOS     Hybrid Journal   (Followers: 1)
Journal of Science and Technology Policy Management     Hybrid Journal   (Followers: 1)
Ciencia en su PC     Open Access   (Followers: 1)
Ciencias Holguin     Open Access   (Followers: 1)
Ingenieria y Ciencia     Open Access   (Followers: 1)
Investigacion y Ciencia     Open Access   (Followers: 1)
International Journal of Basic and Applied Sciences     Open Access   (Followers: 1)
Arabian Journal for Science and Engineering     Hybrid Journal   (Followers: 1)
Frontiers in Science     Open Access   (Followers: 1)
Modern Applied Science     Open Access   (Followers: 1)
OmniScience : A Multi-disciplinary Journal     Full-text available via subscription   (Followers: 1)
Scientific Journal of Pure and Applied Sciences     Open Access   (Followers: 1)
Journal of Science Foundation     Open Access   (Followers: 1)
Technologies     Open Access   (Followers: 1)
Beni-Suef University Journal of Basic and Applied Sciences     Open Access   (Followers: 1)
National Science Review     Hybrid Journal   (Followers: 1)
Afrique Science : Revue Internationale des Sciences et Technologie     Open Access   (Followers: 1)
Journal of Applied Science and Technology     Full-text available via subscription   (Followers: 1)
Journal of Applied Sciences and Environmental Management     Open Access   (Followers: 1)
Science, Technology and Arts Research Journal     Open Access   (Followers: 1)
Journal of Scientific Research     Open Access   (Followers: 1)
Exchanges : the Warwick Research Journal     Open Access   (Followers: 1)
Epiphany     Open Access   (Followers: 1)
Fontanus     Open Access   (Followers: 1)
Образование и наука     Open Access   (Followers: 1)
THEORIA : An International Journal for Theory, History and Foundations of Science     Full-text available via subscription   (Followers: 1)
Heliyon     Open Access   (Followers: 1)
Revista Theoria     Open Access   (Followers: 1)
ANALES de la Universidad Central del Ecuador     Open Access   (Followers: 1)
Revista MundoFesc     Open Access  
Butlletí de la Institució Catalana d'Història Natural     Open Access  
Innovare : Revista de ciencia y tecnología     Open Access  
Revista Científica de la FAREM     Open Access  
Mutis     Open Access  
Ruhuna Journal of Science     Open Access  
Jurnal Teknosains     Open Access  
Revista Logos Ciencia & Tecnología     Open Access  
World Scientific Research     Open Access  
International Letters of Social and Humanistic Sciences     Open Access  
Bulletin de la Société Royale des Sciences de Liège     Open Access  
Research Ideas and Outcomes     Open Access  
Apuntes de Ciencia & Sociedad     Open Access  
Jurnal Udayana Mengabdi     Open Access  
Conference Papers in Science     Open Access  
Jurnal MIPA     Open Access  
Unnes Science Education Journal     Open Access  
Scholedge International Journal of Multidisciplinary & Allied Studies     Open Access  
Selforganizology     Open Access  
Portal de la Ciencia     Open Access  
Mètode Science Studies Journal : Annual Review     Open Access  
Karbala International Journal of Modern Science     Open Access  
Revista Catarinense da Ciência Contábil     Open Access  
Reviews in Theoretical Science     Full-text available via subscription  
Temas y Debates     Open Access  
Revista de Ciencia y Tecnología     Open Access  
Universitas (León)     Open Access  
Seminário de Iniciação Científica e Seminário Integrado de Ensino, Pesquisa e Extensão     Open Access  
ScienceRise     Open Access  
Zeitschrift für Didaktik der Naturwissenschaften     Hybrid Journal  
Simbiótica     Open Access  
Open Journal of Applied Sciences     Open Access  
Revista UNIMAR     Open Access  
International Journal of Advanced Multidisciplinary Research and Review     Open Access  
Revista UniVap     Open Access  
Ithaca : Viaggio nella Scienza     Open Access  
Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi     Open Access  
Communications in Applied Sciences     Open Access  
Ciencia Amazónica (Iquitos)     Open Access  
Smart Science     Open Access  
Science World Journal     Open Access  
Journal de la Recherche Scientifique de l'Universite de Lome     Full-text available via subscription  
International Journal of Engineering, Science and Technology     Open Access  
Global Journal of Pure and Applied Sciences     Full-text available via subscription  
Población y Desarrollo - Argonautas y caminantes     Open Access  
Journal of the South Carolina Academy of Science     Open Access  
MethodsX     Open Access  
Journal of Unsolved Questions     Open Access  
Journal of Science of the University of Kelaniya Sri Lanka     Open Access  
Metode & Forskningsdesign     Open Access  
International Archives of Science and Technology     Open Access  
Sciences du jeu     Open Access  
Journal of Mathematical and Fundamental Sciences     Open Access  
Cuadernos de Investigación UNED     Open Access  
Interciencia     Open Access  
Ciencia Ergo Sum     Open Access  
Scientific World     Open Access  
Comunicata Scientiae     Open Access  
Uniciencia     Open Access  
SAINSTIS     Open Access  
Diálogos Interdisciplinares     Open Access  
Nepal Journal of Science and Technology     Open Access  
Revista Crítica de Ciências Sociais     Open Access  
Journal of Taibah University for Science     Open Access  
Journal of Integrated Science and Technology     Open Access  
Dhaka University Journal of Science     Open Access  
Karaelmas Science and Engineering Journal     Open Access  
Journal of the National Science Foundation of Sri Lanka     Open Access  
Evidência - Ciência e Biotecnologia - Interdisciplinar     Open Access  
Journal of the Asiatic Society of Bangladesh, Science     Open Access  
QScience Connect     Open Access  
Einstein (São Paulo)     Open Access  
Revista de la Universidad del Zulia     Open Access  
InterSciencePlace     Open Access  
Trilogía     Open Access  
Bangladesh Journal of Scientific Research     Open Access  
BIBECHANA     Open Access  
The Scientific World Journal     Open Access  
Walailak Journal of Science and Technology     Open Access  
Revista Sociedad y Economía     Open Access  
Revista Cientifica Guillermo de Ockham     Open Access  
Entramado     Open Access  
Universitas Scientiarum     Open Access  
Interface Focus     Full-text available via subscription  
Proceedings of the Royal Society of Queensland, The     Full-text available via subscription  
Chain Reaction     Full-text available via subscription  
Journal of King Saud University - Science     Open Access  
Anales del Instituto de la Patagonia     Open Access  
Transactions of Tianjin University     Full-text available via subscription  
Journal of Shanghai Jiaotong University (Science)     Hybrid Journal  
Tydskrif vir Geesteswetenskappe     Open Access  
TD : The Journal for Transdisciplinary Research in Southern Africa     Open Access  

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Bilge International Journal of Science and Technology Research
Number of Followers: 0  

  This is an Open Access Journal Open Access journal
ISSN (Print) 2587-0742 - ISSN (Online) 2587-1749
Published by DergiPark Homepage  [185 journals]
  • City and Brain Analogy: a Sample for Conservative Versus Adaptive
           Phenotypical Vision of a Genotypical Heritage

    • Authors: Ozgu HAFIZOĞLU; Kader REYHAN
      Abstract: Historical urban settlements and traditional structures are significant indicators and meaningful documents of past ways of life. From a contextual perspective, the preservation of these values and the revitalization of architectural heritage are like sustaining through the conservation of the integrated and continuous culture tied to the past just like a human brain does. The present study encompasses all dimensions of a strategic model to conservation versus adaptation developed for one of the historical building types (Vienna Gasometers), which holds substantial historical values. It involves addressing functions, spatial organization, the manner of interaction with historical building remnants, old-new compatibility, form, structure, and material usage, as well as conducting architectural evaluations. In this study, first; following the architectural assessment of each monumental structure, their spatial, formal, functional, and structural relationships with each other are examined to grow these essences and values for a new vision of the city. Second, the advantages and disadvantages of the conservation approach are critiqued in comparison to adaptive renovation of the city heritages. As an illustrative example, the Simmering region and Gasometer structures located in the outer parts of Austria which is historically the most iconic heritage have been chosen. The preservation of the physical characteristics of Gasometer monumental structures while renovation of the functions of the space within this framework reflect not only Europe's industrial, historical, and social evolution but also hold significance in terms of safeguarding socio-economic and cultural values. Furthermore, they contribute to shaping contemporary notions of conservation while adapting them to the vision of the new era.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • A Bibliometric Analysis of Wearable Health Technology Research

    • Authors: Pelin YILIK
      Abstract: The aim of this provision is to include researchers in scientific publications revealing their research activities in the field of wearable health technologies and conducting research on this subject. In this context, bibliometric analysis of English articles in the Web of Science database between 1996 and 2023 was conducted using the R programming language. The search criteria included keywords such as "health," "technology," "physical activity," "devices," "sensors," "design," "adoption," "information technology," "user acceptance," and "acceptance." This search yielded a comprehensive collection of 5,327 studies related to wearable health technologies published between 1996 and 2023.. The data set obtained from these people was analyzed where the "biblioshiny" in the RStudio program was located. As a result of the research, the most frequently used words, the most relevant institutions in the field, and the stored regional growth amounts and citation records were obtained. This study is an important resource for researchers who want to conduct research and studies in the field of wearable health technologies. Since the calendar year 2023 has not been finalised, some graphs do not show the relevant year.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Reading The World With Statistical Literacy: Results of An Emprical Study

    • Authors: Deniz ÜNAL; Begüm ÇIĞŞAR, Dibanur ALAM, Şerife Ezgi ATALAR, Sait İsmail GÜMÜŞ, Ali ÇAKITLI
      Abstract: As in all kinds of literacy, this study has been motivated by considering the contribution of statistical literacy to the development reaching from the individual to the society and its ability to bring critical thinking. Statistical literacy scale indexed by Turkish Surveying Index was applied to 398 university students and the correlations between the literacy levels of these participants and some socio-demographic characteristics were examined. As a result of the analyses, it was seen that there was no difference among the statistical literacy scores of the students in terms of years spent at school, parental education status or universities. It was observed that there was a weak positive relationship with grade points averages. The most striking finding is that numerical sciences students got higher scores than social sciences.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Biometric Personal Classification with Deep Learning Using EMG Signals

    • Authors: Bekir BİLGİN; Mehmet İsmail GÜRSOY, Ahmet ALKAN
      Abstract: Biometric person recognition systems are becoming increasingly important due to their use in places requiring high security. Since it includes the physical and behavioral characteristics of people, the iris structure, which is a traditional person recognition system, is more secure than methods such as fingerprints or speech. In this study, a deep learning-based person classification/recognition model is proposed. The Gesture Recognition and Biometrics ElectroMyogram (GrabMyo) dataset from the open access PhysioNet database was used. With the 28-channel EMG device, 10 people were asked to make a fist movement with their hand. During the fist movement, data were recorded with the EMG device from the arm and wrist for 5 seconds with a sampling frequency of 2048. The EMD method was chosen to determine the spectral properties of EMG signals. With the EMD method, 4 IMF signal vectors were obtained from the high frequency components of the EMG signals. The classification performance effect of the feature vector is increased by using statistical methods for each IMF signal vector. Feature vectors are classified with CNN and LSTM methods from deep learning algorithms. Accuracy, Precision, Sensitivity and F-Score parameters were used to determine the performance of the developed model. An accuracy value of 95.57% was obtained in the model developed with the CNN method. In the LSTM method, the accuracy value was 93.88%. It is explained that the deep learning model proposed in this study can be effectively used as a biometric person recognition system for person recognition or classification problems with the EMG signals obtained during the fist movement. In addition, it is predicted that the proposed model can be used effectively in the design of future person recognition systems.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Effective Contamination Agent For Tissue Culture Applications of Bacopa
           monnieri

    • Authors: Onur Sinan TÜRKMEN; Zeynep KARACEYLAN, Melike KÜÇÜK, Refika Ceyda BERAM
      Abstract: Biocides and plant protection products have been used in plant tissue culture sterilization procedures since they have broad spectrum, are inexpensive and resistant to autoclave process. This study was conducted to determine the effects of contamination agents on tissue culture applications. MS medium was supplied with 0.5mg/l 6-benzylaminopurine and 0.1 mg/L indole-3-butyric acid. PPM and Contaminacide and their three dosages (0, 3 and 6 ml/L) were used for maintaining tissue culture aseptic conditions. Contamination rate and plant growth parameters were subjected. after lids remained open for three days in Bacopa monnieri micropropagation conditions. Although preservation-free and 3mlL-1 PPM-added media were contaminated, contamination did not occur in all dosages of Contaminacide and 6 ml/L PPM. In conclusion 3ml/L Contaminacide added media were superior in terms of contamination rate and plant height, fresh and dry weight (LSD;p
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Modelling of E. coli Inactivation from Solutions using GInaFiT via Hybrid
           Electrode Connected Electro-Disinfection Process

    • Authors: Murat SOLAK; Rüya TEKİN KARAKÖSE
      Abstract: E. coli (Escherichia coli) is a bacterium found in human and animal intestines. These bacteria, which can enter the bloodstream through as anyway as the environment or food, can cause many diseases such as diarrhea, respiratory problems, and blood/urinary tract infections especially in human. Therefore, these bacteria have to be removed from drinking water sources by some inactivation methods. Conventional methods as chlorination, ozonation and UV inactivation methods are effective but the development of techniques that do not require the transportation and storage of chemicals and do not produce negative by-products and cost-effective is the basis of environmental engineering studies. In this study, the inactivation effectiveness of hybrid electrode connected electrochemical process as a new approach on E. coli was investigated. The connection system was experienced with Al/SS/SS as Anode/Cathode/Anode electrode. Simultaneously electrocoagulation (EC) and electrooxidation (EO) mechanism works together in this electrode connection system. The inactivation coefficients were determined by the GInaFiT (Geeraerd and Van Impe Inactivation Model Fitting Tool) modeling tool, which is a Microsoft Excel add-on and the model was statistically well fitted with Double-Weibull. 4D degradation of E. coli was achieved as 21 minutes at a current density of 0.3 A and an optical density (O.D.) of 0.21. It has been determined that hybrid electrode connected electro-disinfection process is an effective approach for the E.coli inactivation.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Perception of Yachts by Non-Owners

    • Authors: Murat AYDIN
      Abstract: Yachts are vessels built for especially recreational cruises or racing using sails or engines. These types of vessels are built for private use or charter activities and are generally associated with wealth, luxury, better living conditions, society, and of course remarkable expenses while operating. In literature, there are limited studies concerned with the yachts in terms of their perceptions. This study tried to figure out the perceptions of yachts by non-owners. A face-to-face survey consisting of 28 questions (yes/no, priority order, and Likert scale) was performed for 251 participants. According to the results, the yacht was perceived as a luxury vessel that shows better living rather than necessity. Furthermore, the length of the yacht, especially when the super or mega-yachts were considered, was interpreted as an indicator that shows the social belonging and economic purchasing power of the surveyed people. Composite is the lesser-known construction material that attendees preferred while steel and wood are the first two. The Interior of the yacht attracts more attention than the exterior while imported materials or goods are the prominent choice for interiors. Functionality and safety were identified as two of the main properties of the yacht.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • A Retrospective Study on Wild Animals Admitted to Animal Rescue and
           Rehabilitation Centres in Türkiye*

    • Authors: Emrah BOZKAYA; Tamay BAŞAĞAÇ GÜL
      Abstract: The aim of this study was to retrospectively reveal the rehabilitation numbers of wild animals admitted to rescue and rehabilitation centres in Türkiye between 2017 and 2021, to investigate the wild animals hospitalized in the centres under mammal, bird and reptile classes at the level of order and species, and to identify the deficiencies in wildlife rehabilitation and to make recommendations. The main material of the research was the data for the years 2017-2021 obtained from the Wildlife Information System-YABIS, a database of the Ministry of Agriculture and Forestry. As the method, numerical data on the species downloaded from YABIS were analysed. Accordingly, it was understood that a total of 35764 cases were admitted to all rescue centres across Türkiye. About 61% of these cases were treated and released into nature, about 34% died and about 5% were placed in zoos. While the Cetartiodactyla was the most affected order in mammals, the most accepted species in the centres was the Roe deer (Capreolus capreolus). In birds, the Columbiformes was the most affected order, the most accepted species in the centers was the Rock dove (Columba livia). In reptiles, the Testudinata was the most affected order, the most accepted species in the centres was the Mediterranean spur-thighed tortoise (Testudo graeca). The increase in the number of cases brought to rehabilitation centers between 2017-2021, excluding 2019, clearly showed the role of rescue and rehabilitation centers in protecting wild animals and providing sustainable wildlife.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Effective Dye Adsorption with Cross-linked Hexagonal Boron Nitride Spheres

    • Authors: Sahra DANDIL; Abdullah DÜZGÜN
      Abstract: In this study, cross-linked spheres (CS) were synthesized with chitosan and hexagonal boron nitride (h-BN) to be used in Reactive Blue 3R (RB3R) and Red P4BN (RP4BN) dye adsorption from wastewater. Surface characteristics of the CS were investigated by Scanning Electron Microscopy (SEM) with Energy Dispersive X-ray (EDX) analysis. The behavior of the adsorption processes with varying effective parameters were investigated. The highest removals were obtained at pH 3 for the RB3R and RP4BN removal processes as 62.8 and 74.2%, respectively. The equilibrium time of the processes was determined as 150 min. The pseudo-first-order kinetic model best explained the adsorption rates of the processes. The Freundlich isotherm model was fitted to define the adsorption mechanisms for both dyes. The positive ΔH values obtained as 24.27 and 16.59 kJ mol−1 for the RB3R and RP4BN adsorption processes, respectively, showed that the processes were endothermic. For the RB3R and RP4BN dye removal processes, ΔS values were calculated as 93.38 and 72.23 J mol−1K−1, respectively. Positive ΔS value indicates the processes that occur with an increase in disorder at the interface. The results described that the CS can be used in the adsorption of RB3R and RP4BN dyes from wastewater.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Prediction of Turkish Constitutional Court Decisions with Explainable
           Artificial Intelligence

    • Authors: Tülay TURAN; Ecir KÜÇÜKSİLLE, Nazan KEMALOĞLU ALAGÖZ
      Abstract: Using artificial intelligence in law is a topic that has attracted attention in recent years. This study aims to classify the case decisions taken by the Constitutional Court of the Republic of Turkey. For this purpose, open-access data published by the Constitutional Court of the Republic of Turkey on the website of the Decisions Information Bank were used in this research. KNN (K-Nearest Neighbors Algorithm), SVM (Support Vector Machine), DT (Decision Tree), RF (Random Forest), and XGBoost (Extreme Gradient Boosting) machine learning (ML) algorithms are used. Precision, Recall, F1-Score, and Accuracy metrics were used to compare the results of these models. As a result of the evaluation showed that the XGBoost model gave the best results with 93.84% Accuracy, 93% Precision, 93% Recall, and 93% F1-Score. It is important that the model result is not only good but also transparent and interpretable. Therefore, in this article, using the SHAP (SHapley Additive exPlanations) method, one of the explainable artificial intelligence techniques, the features that affect the classification of case results are explained. The study is the first study carried out in our country to use explainable artificial intelligence techniques in predicting court decisions in the Republic of Turkey with artificial intelligence.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Use of Spinning Roller in Cylindrical Densification; Spring back in Black
           Poplar, Larch and Cedar of Lebanon after Densification

    • Authors: Zafer KAYA; Sait Dündar SOFUOĞLU
      Abstract: Wood materials have been the solution to many needs throughout history due to their unique positive properties. By improving the properties of wood materials, their areas of use can be expanded and ensured that they are preferred. The densification process is one of the studies carried out to improve wood material properties. With densification, the physical and mechanical properties of the wood material are improved. There are many different methods used for densifying wood materials. While the densification process brings many positive properties to the wood material, an undesirable situation such as spring-back after the process is the negative side of the densification process. In this study, black poplar (Populus nigra L.), larch (Pinus nigra Arnold) and cedar of Lebanon (Cedrus libani A.Rich.) trees were shaped into cylinders on a lathe. After that, densification processes were carried out on the lathe machine using the spinning roller designed and manufactured for this purpose. Densification processes were carried out at 0.081, 0.121, and 0.202 mm/rev feed, at 200 and 400 rev/min, and 0.5 and 1 mm densification depths. The spring-back rates after densification in three different types of cylindrical wood materials were investigated. Theoretical and experimental spring-back amounts of test specimens whose surfaces were densified under different densification conditions were interpreted. When evaluated in general, the highest densification rate was obtained in black poplar wood species, 0.081 mm/rotate feed, 200 rpm spindle speed and 1 mm depth of densification. The lowest spring-back ratio was obtained in larch tree species, 0.121 mm/rotate feed, 400 rpm spindle speed and 1 mm depth of densification. The highest densification percentage was obtained in black poplar tree species, and the lowest in larch tree species. The lowest percentage of spring-back was obtained in the larch tree species and the highest in the black poplar tree species.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
  • Automatic detection of water surfaces using K-means++ clustering algorithm
           with Landsat-9 and Sentinel-2 images on the Google Earth Engine Platform

    • Authors: Osman Salih YILMAZ
      Abstract: Water is the most essential requirement for sustaining the life cycle on Earth. These resources are constantly dynamic due to anthropogenic and climatological effects. Therefore, management and consistent water policies are necessary to be followed for the proper management of water resources. Monitoring water resources is possible by accurately determining the water surface boundaries and determining the change in water surface areas. In this context, the normalized difference water index (NDWI) and modified normalized difference water index (MNDWI) were computed using JavaScript on the Google Earth Engine through Landsat-9 and Sentinel-2 satellite images. Water pixels were extracted d from other details using the K-means++ cluster algorithm based on the calculated indices. The water surfaces were determined using the Otsu thresholding method, which is the most preferred method for the NDWI and MNDWI indices calculated from the Sentinel images and was used as verification data. The K-means++ clustering algorithm yielded successful results in detecting water surfaces. In the two indices used, the NDWI index was found to be more successful than the MNDWI index. For Landsat-9 images, OA, Kappa, and F1-scores in the NDWI index were calculated as 99.72%, 0.994, and 99.57%, respectively. The OA, Kappa, and F1-scores in the NDWI index for Sentinel-2 images were calculated as 99.39%, 0.986, and 99.04%, respectively. This study demonstrated that clustering algorithms can be successfully applied to automatically detect water surfaces.
      PubDate: Sat, 30 Sep 2023 00:00:00 +030
       
 
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  Subjects -> SCIENCES: COMPREHENSIVE WORKS (Total: 374 journals)
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Scientific American     Full-text available via subscription   (Followers: 497)
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Scientific Reports     Open Access   (Followers: 82)
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Science Advances     Free   (Followers: 43)
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Mètode Science Studies Journal : Annual Review     Open Access  
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Simbiótica     Open Access  
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Revista UNIMAR     Open Access  
International Journal of Advanced Multidisciplinary Research and Review     Open Access  
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Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi     Open Access  
Communications in Applied Sciences     Open Access  
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International Journal of Engineering, Science and Technology     Open Access  
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Journal of Science of the University of Kelaniya Sri Lanka     Open Access  
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Scientific World     Open Access  
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Dhaka University Journal of Science     Open Access  
Karaelmas Science and Engineering Journal     Open Access  
Journal of the National Science Foundation of Sri Lanka     Open Access  
Evidência - Ciência e Biotecnologia - Interdisciplinar     Open Access  
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Einstein (São Paulo)     Open Access  
Revista de la Universidad del Zulia     Open Access  
InterSciencePlace     Open Access  
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BIBECHANA     Open Access  
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Walailak Journal of Science and Technology     Open Access  
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Revista Cientifica Guillermo de Ockham     Open Access  
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Universitas Scientiarum     Open Access  
Interface Focus     Full-text available via subscription  
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Journal of Shanghai Jiaotong University (Science)     Hybrid Journal  
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