Digital Commons Network^™

A Holistic Approach For Workforce Scheduling And Routing, Kerem Can Manalp, Ansel Kaplan Erol, Kutluhan Erol, Cem Evrendi̇lek

Turkish Journal of Electrical Engineering and Computer Sciences

The workforce scheduling and routing problem (WSRP) involves assigning tasks across multiple locations while accounting for varying travel times, service durations, time windows, and skill requirements in a wide range of industries, from healthcare to telecommunications. This paper presents a mixed-integer programming model for the WSRP that balances the trade-off between cost and customer satisfaction using a score-generation function and subsequently evaluates the trade-off between solution quality and computation time for several algorithms on well-known datasets. We demonstrate that our model effectively balances cost, service-level agreement satisfaction, and task priorities while providing high-quality solutions in a timely manner. Observing that …

Cnkg: Harnessing Large Language Models For Cognitive Neuroscience Knowledge Graph Construction, Ali Sarabadani, Kheirollah Rahsepar Fard, Hamid Dalvand

Turkish Journal of Electrical Engineering and Computer Sciences

Textual resources are among the most valuable sources of information in cognitive neuroscience (CN) for understanding and investigating brain activity and cognitive processes. Extracting and constructing knowledge graphs (KGs) from these texts can facilitate medical research by providing deeper insights into neurological diseases and brain function. In recent years, the use of large language models (LLMs) in natural language processing (NLP) has become increasingly widespread, significantly enhancing the extraction of meaningful information from large volumes of text. This study proposes a novel approach for constructing and evaluating a specialized knowledge graph, termed the cognitive neuroscience knowledge graph (CNKG), from scientific …

Dual-Stream Bilstm Framework With Histogram-Based Shape Features For Household Load Forecasting, Chang Xu, Wong Jee Keen Raymond, Hazlee Azil Illias, Hazlie Mokhlis

Turkish Journal of Electrical Engineering and Computer Sciences

This study proposes a dual-stream BiLSTM framework for household load forecasting that integrates time-series dynamics with histogram-based daily shape features. Unlike existing models relying on weather or external data, the proposed method extracts intrinsic load-shape information directly from normalized daily curves. A multihead attention module fuses temporal and shape representations, enabling adaptive weighting of informative dimensions. Experiments on three real-world datasets show consistent improvements over the baseline BiLSTM, with up to 30.12%, 24.27%, and 19.03% reductions in MAE, RMSE, and SMAPE, respectively. The results highlight the framework’s robustness and efficiency for fine-grained load forecasting without external inputs.

Robust Variable-Gain Backstepping Control For Nonlinear Systems With Real-Time Application To Induction Motor, Fadi Alyoussef, İbrahi̇m Kaya, Ahmad Akrad, Rabia Sehab, Cristina Morel

Turkish Journal of Electrical Engineering and Computer Sciences

This study proposes a novel variable-gain mechanism with a minimal number of tuning parameters to enhance the performance of conventional backstepping controllers for nonlinear systems while avoiding singularity and peaking phenomena. The proposed approach is simple, computationally efficient, and well suited for real-time implementation without imposing a significant computational burden. Its effectiveness is validated through real-time experiments conducted using a dSPACE DS1104 controller board and a 7.5-kW induction motor (IM). Simulation results demonstrate that the proposed controller outperforms the conventional backstepping controller. Robustness analyses under variations in stator resistance, load inertia, and viscous friction coefficient reveal substantial reductions in the …

Enhancement Of Nested Hexagonal Fractal Antenna Performance For Multiband Wireless Applications, Abdelbasset Azzouz, Rachid Bouhmidi, Mohammed Chetioui, Redouane Berber, Ahmed Jamal Abdullah Al-Gburi

Turkish Journal of Electrical Engineering and Computer Sciences

This work focuses on developing a compact multiband antenna to meet the growing demand for versatile and efficient radiating structures in modern wireless communication systems. A hexagonal fractal antenna is proposed and analyzed for applications such as mobile communications, WLAN, industrial, scientific and medical (ISM) bands, Wi-Fi, satellite links, radar systems, and military communications. By iteratively modifying the antenna geometry with larger hexagonal elements, the design enhances multiband behavior and improves key performance parameters including gain, S11, voltage standing wave ratio (VSWR), and radiation characteristics. The antenna is modeled using high-frequency structure simulator (HFSS)® and fabricated on a low-cost 0.8 …

Parameter Optimization Of Dual-Qsg Based Pll For Real-Time Control Of Grid-Connected Ev Chargers, Gaurav Yadav, Sudhanshu Mittal, Vineet Kumar, Sombir Kundu, Praveen Bansal

Turkish Journal of Electrical Engineering and Computer Sciences

Dual-Quadrature Signal Generator (D-QSG) based Phase lock loop (PLL) has been recently proposed to handle the nonideal grid voltage conditions. However, selecting the parameter for D-QSG based controller has been a great challenge, especially for higher-order systems. Inappropriate parameter selection tends to increase settling time both in terms of amplitude as well as harmonics attenuation. Hence, in the proposed work, the main focus is on parameter selection to achieve a faster response. Here, a fourth-order Quasi-Synchronous Generator has been realized by cascading the two nonidentical second order generalized integrators (NISOGIs). Furthermore, the parameters of both the NISOGIs are selected in …

Erratum To “Sgsc-Kko-Lstm: A Deeplearning Classifier Model For Smart Grid” [Turkish Journal Of Electrical Engineering & Computer Sciences 34 (2) 2026 185-213], Samaniba Imchen, Dushmanta Kumar Das

Turkish Journal of Electrical Engineering and Computer Sciences

The first and second authors were incorrectly ordered in the article PDF due to a typesetting error. To rectify this oversight and ensure the accuracy of the published work, the author order have been corrected as follows: 1. Samaniba Imchen – First Author 2. Dushmanta Kumar Das – Second Author

A link to the original article can be found at: https://doi.org/10.55730/1300-0632.4170

Enhancing Resonance Wave–Matter Interaction In Finite-Size Dielectric Metasurfaces, Varsha Vijay Kumar, Elena Semouchkina

Michigan Tech Publications

We investigate the dramatic effects produced by the presence of physical boundaries of finite-size metasurfaces (MSs), composed of identical cylindrical dielectric resonators without broken symmetry, on the complexity of their responses, observed at normal plane wave incidence, when constituent particles can support only dipolar Mie resonances. We demonstrate the possibility to excite extra high-quality resonance modes in these finite structures, which are quite distinct from the modes in infinite structures. We explore the formation of different types of high-quality modes in MS fragments of different configurations and sizes, which makes it possible to provide guidance for configuring their optimal designs. …

Cover And Contents

Turkish Journal of Botany

No abstract provided.

Erginia (Asteraceae: Cichorieae: Crepidinae), A New Genus Accommodating Chondrilla Spinosa, An Orphan Species Of Localized Distribution In Southeastern Anatolia, Murat Erdem Güzel, Kami̇l Coşkunçelebi̇, Serdar Makbul, Mutlu Gültepe, Zeynepnur Alemdağ, Norbert Kilian

Turkish Journal of Botany

The new genus Erginia is established to accommodate Chondrilla spinosa, a species of previously uncertain systematic placement, with a highly localized distribution in Southeastern Anatolia (Türkiye) on alpine screes along two mountain ridges. Although there has been general agreement that the species is a member of the subtribe Crepidinae in its wider sense, including the Chondrillinae, its placement in Chondrilla is based on the superficial resemblance of its achene features, which also do not match any other known genus, and no molecular phylogenetic analysis had clarified its sister group. In this study, we produce additional micro- and macromorphological as well …

Integrative Data Inform The Taxonomy Of Salix: A Case Study Of S. Purpurea L. Subsp. Leucodermis Yalt. (Salicaceae) From Türkiye, Peli̇n Acar, Yasi̇n Kaya, Dudu Özlem Mavi̇ İdman, Irina V. Belyaeva

Turkish Journal of Botany

The study of endemic species provides valuable perspectives on evolutionary history and future targets for their conservation. Salix purpurea L. subsp. leucodermis Yalt., which is endemic to Sandras Mountain in Türkiye, was analysed using morphological, anatomical, and genomic methods. This study presents the first draft short-read sequence of S. purpurea subsp. leucodermis, providing preliminary genomic evidence of differentiation from related taxa. This study also revealed a specific combination of anatomical features (prominent calcium oxalate crystals and amphistomatous leaves) and morphological characteristics (striated wood, glabrous buds, absence of stipules) that differentiate the taxon in question from the closely related species S. …

Influence Of A New Nanoensemble Of Graphene Oxide And Indole-3-Acetic Acid On The Morphophysiological, Biochemical, And Ultrastructural Characteristics Of Upland Cotton (Gossypium Hirsutum L.), Nurlan Amrahov, Ulviyya Hasanova, Aliyeva Gunel, Aghazada Goncha, Fuad Rzayev, Eldar Gasimov, Aliyeva Solmaz, Lala Gahramanli, Elvin Ibrahimli, Ruhangiz Mammadova, Zarema Gakhramanova, Cem Bayram, Goncha Eyvazova, Si̇bel Hasanova, Ziyaddin Mammadov

Turkish Journal of Botany

​The exogenous application of phytohormones plays a crucial role in the activation of adaptive mechanisms in plants under both normal and stress conditions. Therefore, the present study investigates the synthesis, characterization, and application of nanoensembles based on indole-3-acetic acid (IAA) and graphene oxide (GO) nanolayers. The surface of GO synthesized by the modified Hummer method was noncovalently functionalized with IAA molecules. The structure and morphological properties of the prepared materials were analyzed by Fourier transform infrared spectroscopy, X-ray diffraction, UV-Vis spectroscopy, and transmission electron microscopy. The IAA and IAA+GO nanoensemble enhanced the morphological parameters, lateral root formation, catalase and peroxidase …

Effects Of Calcium And Magnesium Ions On Wheat (Triticum Aestivum) Chromosome Structure Visualized Using Light And Scanning Elec​Tron Microscopes, Andi Salamah, Fitri Amalia Nurchasanah, Vycka Fikriyani Fairuz, Astari Dwiranti

Turkish Journal of Botany

Divalent cations, particularly calcium (Ca2+) and magnesium (Mg2+), are essential for maintaining chromosomal architecture, yet their roles in plants remain poorly characterized. This study investigated the effects of Ca2+ and Mg2+ on the chromosomal structure of wheat (Triticum aestivum, 2n = 6x = 42), a widely used model in plant cytogenetics. Root-tip chromosomes were isolated enzymatically and treated with BAPTA (a Ca2+-specific chelator), EDTA (a broad cation chelator), and buffer solutions containing either 5 mM Mg2+ (XBE5) or no Mg2+ (XBE). Chromosomes were stained with aceto-orcein for light microscopy and processed for scanning electron microscopy (SEM). Microscopic observations revealed that …

Systematic Implications Of Seed Morphology In Oxytropis (Galegeae: Fabaceae) From Pakistan, Amjad Khan, Amir Sultan, Raees Khan, Rozina Rozina, Shahab Ali, Ali Bagheri, Rifat Ullah Khan, Abdul Samad Mumtaz, Tariq Ullah, Ghalia Saleem Aljeddani, Hasil Khan

Turkish Journal of Botany

Oxytropis is a taxonomically challenging genus within the tribe Galegeae of the family Fabaceae. Despite its systematic importance, the seed morphology of Oxytropis has been poorly investigated. In the present study, we examined the seed morphology of 18 Oxytropis species representing 10 sections from the Pakistan, with the aim of evaluating the diagnostic value of seed traits using both light and scanning electron microscopy. The current investigation revealed two distinct seed shapes, namely cordiform and prolonged reniform, across the studied taxa. Seed length ranged from 1.75 mm in O. crassiuscula to 2.3 mm in O. duthieana, while seed width varied …

A Revenue-Driven Approach For Enhanced Task Utilization In Vehicular Cloud Computing, Ashish Singh Saluja, Satyabrata Das, Sanjib Kumar Nayak, Sohan Kumar Pande

Turkish Journal of Electrical Engineering and Computer Sciences

Vehicular networks support intelligent transportation through vehicle-to-roadside Units (V2R) and vehicle-to-vehicle (V2V) communication but face challenges from dynamic topologies, limited RSU coverage, and bandwidth scarcity, which impact service delivery and revenue. RDA-ITU addresses these challenges by integrating V2R and V2V paradigms to maximize RSU revenue, enhance service availability, and improve system efficiency. It dynamically allocates services based on real-time network conditions and vehicle mobility, leveraging V2V relays to optimize both RSU-direct and cooperative communication. Through extensive simulations, RDA-ITU significantly outperforms four baselines: RBSM, VVMM-U, VVMM-LW, and VVMM-MA. It achieves 81.1% higher total revenue, 154.8% more completed requests, and 103.6% higher …

Class-Aligned Frequency Augmentation Using Variational Mode Decomposition Forfew-Shot Image Classification, Leila Boussaad

Turkish Journal of Electrical Engineering and Computer Sciences

Few-shot image classification benefits from data augmentation, yet most existing methods operate in pixel space with limited control over spectral semantics. We introduce a lightweight, frequency-guided augmentation strategy based on Variational Mode Decomposition (VMD). Our method constructs an offline, per-class ModeBank by decomposing downsampled luminance patches and retaining midband modes that encode class-specific texture patterns. During episodic training, VMD is never executed online: instead, for each support image, a same-class midband mode is selected and blended using PSNR-targeted scaling with a luminance energy cap, ensuring perceptual consistency. The augmentation is fast, reproducible, class-consistent, and integrates seamlessly into standard metric-based pipelines …

Scalefusion: Hierarchical Feature Aggregation For Unified Multiscale Object Detection, Ayşenur Yaylaci, Berru Kaya, Mehmet Kiliçarslan

Turkish Journal of Electrical Engineering and Computer Sciences

Detecting objects across a wide range of scales, particularly small ones, remains a significant challenge in computer vision. Existing methods often improve small object detection at the cost of performance on larger objects or introduce significant computational overhead through external techniques like image slicing. This paper introduces ScaleFusion, a novel, unified, end-to-end object detection architecture designed to provide robust performance across all scales within a single model. The core of our approach is a hierarchical feature aggregation strategy structured like a tree. ScaleFusion processes an image by running a shared backbone network only on fine-grained patches at the lowest level …

Optimized Immunoprecipitation Identifies Candidate Proteins Associated With Eyespot Protein Eye2 In Chlamydomonas Reinhardtii ​, Esra Öztürk, Telsa Mittelmeier, Carol Dieckmann, Atakan Sukatar

Turkish Journal of Botany

​The EYE2 protein is essential for eyespot assembly and localization in Chlamydomonas reinhardtii, yet the molecular mechanisms underlying its function remain poorly understood. In this study, we present a systematic evaluation and optimization of an immunoprecipitation (IP)-based workflow for isolating EYE2 and its associated protein complexes. Key methodological variables including strain selection, flagella removal, and detergent concentration were compared using western blotting to determine optimal extraction conditions. The combination of the cell wall-deficient cw15 strain, 4% digitonin extraction, and pH shock-mediated deflagellation significantly enhanced IP specificity and reproducibility. Using this optimized protocol, EYE2 and its potential interaction partners were isolated …

Analysis Of The Fracture Toughness Of Ercual A2 Cladding On Api X70 Using The Instrumented Charpy Impact Test, Martín Aguirre-Pulido, Francisco Fernando Curiel-López, Jose Jaime Taha-Tijerina, Jorge Alejandro Verduzco-Martínez, Víctor Hugo López-Morelos, Heriberto Granados-Becerra, Ariosto Medina-Flores

Mechanical Engineering Faculty Publications

The degradation of steel used in the oil industry has become a serious problem due to the high costs associated with material loss from corrosion. Applying thin layers of corrosion-resistant material promises to be a viable alternative for extending the service life of pipelines. ERCuAl-A2 electrode claddings were applied to API X70 carbon steel using the MIG brazing process with direct current (DC) and pulsed current (P). The cladding was applied under three conditions: base material (BM) at room temperature, BM preheated to 120 °C, and Ni-buttered BM. Microhardness profiles and Charpy impact tests were performed on the MB and …

Bioactivity Of Chitosan Coated Nanoparticles Biosynthesized Using Yeast Against Hypervirulent Klebsiella Pneumoniae (Hvkp), Sura Alaa Suod, Huda Suhail Abid Al-Hayanni

Baghdad Science Journal

Multidrug-resistant (MDR) bacteria are becoming one of the most pressing problems worldwide and are becoming difficult to treat; therefore, nanotechnology is a promising alternative technology. The current study aimed to biosynthesize chitosan Saccharomyces cerevisiae nanoparticles (ScNPs) and evaluate their antibacterial activity against hypervirulent Klebsiella pneumoniae (HvKp). Five K. pneumoniae isolates from different clinical sources were screened for extended-spectrum beta-lactamase (ESBL) production and virulence tests. ScNPs were synthesized and characterized. The antibacterial activity of ScE and ScNPs was determined. The result showed that five bacterial isolates were confirmed as K. pneumoniae and displayed highly virulent and resistant capabilities, hence classifying them …

Beyond Sticky Floors: Executive Gender Diversity And Firm-Level Gender Pay Inequality In Uk Firms, Yasser Eliwa, Sally Ahmed, Ahmed Saleh

All Works

This study examines whether executive gender diversity is associated with gender pay inequality in UK firms. Although prior research has extensively examined board diversity, less is known about whether gender diversity within executive leadership teams is linked to differences in pay inequality across firms. Using a panel of FTSE 350 non-financial firms from 2017 to 2023 and mandatory UK gender pay gap disclosures, we estimate regression models to examine the relationship between the proportion of female executives and the gender pay gap. The findings show that greater executive gender diversity is significantly associated with lower gender pay inequality. In contrast, …

Water-Driven Reactivation Of Photosystem Ii In Plagiochasma Appendiculatum, Vineet Soni, Upma Bhatt, Yashwant Sompura

Turkish Journal of Botany

Plagiochasma appendiculatum, a desiccation-tolerant liverwort, offers a unique system for unraveling the biophysical dynamics of photosynthetic recovery upon rehydration. This study employed high-resolution chlorophyll a fluorescence (ChlF) kinetics to clarify the sequential reactivation of photosystem II (PSII) during the desiccation-to-rehydration transition. Upon desiccation, the OJIP transient collapsed into a linear trace, indicating complete photochemical arrest and inactivation of PSII reaction centers (RCs). Rehydration triggered a biphasic recovery, including an initial rapid phase (0–30 min) marked by sharp increases in F0 and Fm , indicative of PSII–LHCII supercomplex reassembly and thylakoid membrane restoration, followed by a stabilization phase (30–125 min) wherein …

Longitudinal Patterns In Stygobiont Distribution In The Hyporheic Zone Of The Karst Spring-Fed San Marcos River, Texas, Usa, Kenneth Sparks, Benjamin F. Schwartz, Safra Altman, Kathryn E. Perez, Zoey B. Chanin, Caroline Mierzejewski, Benjamin T. Hutchins

School of Integrative Biological & Chemical Sciences Faculty Publications

Groundwater-obligate taxa (stygobionts) exhibit variable degrees of habitat specialization, ranging from those restricted to single micro-habitats to generalists occurring in a broad range of habitat types. The karstic Edwards Aquifer is the most biodiverse and well-studied groundwater habitat in the continental United States, but some Edwards Aquifer-associated species also occupy the hyporheic zone of rivers downstream from karst. The goals of this research were to 1) assess the potential of the off-karst hyporheic zone as habitat for ‘karst’ species and 2) to determine how stygobiont richness, diversity, and abundance related to distance from karst in the hyporheic zone of a …

Advancing Data-Driven Health Research From The All Of Us Data Training And Engagement Program, Maletta Payne, Kristi Sadowski, Debran Tarver, Jennifer Burnette, Allissa Dillman, Regina Renfro, Lafrancis Gibson, Kelli Bursey, Laura Bartlett, Nadine Bonds-Bishop, Lisa Connor, Efrain Flores-Rivera, Sarah Joseph, Yugi He, Margaret Henderson, Savannah Kelley, Brett Porter, Kimberly Prosper, Melissa Rethlefsen, Deborah Rhue, Dede Rios, Anna Simonson, Jocelyn Swick-Jemison, Linda Todd, Shelby Watson, Semhar Yohannes

Southern University and A&M College: John B. Cade Library Publications

Fulfilling a recognized need in data skills training for academic librarians, the National Library of Medicine and the National Institutes of Health All of Us Research Program collaborated to enhance academic library workers& skills in biomedical and public health data, as well as their library's research capacity, through the awareness and use of the All of Us Researcher Workbench.

Cover And Content

Turkish Journal of Electrical Engineering and Computer Sciences

No abstract provided.

Swindeitvit: A Soft Voting Vision Transformer Ensemble For Accurate And Explainable Solar Panel Fault Detection, Mahe Zabin

Turkish Journal of Electrical Engineering and Computer Sciences

Solar panels are becoming very essential in providing sustainable energy but they are usually affected by defects on the surface like dust, snow, bird droppings, physical damages and electrical faults which interfere with their performance. These faults must be identified accurately and in a timely manner to enhance energy efficiency, lower the maintenance cost, and supplement the traditional manual methods of inspection which are labor-intensive, time-consuming and subject to human errors in judgment. The most common methods, such as traditional CNNs and hybrid architectures tend to be less accurate, less explainable and cannot be properly evaluated to be deployed in …

Association Of Calcium-Sensing Receptor (Casr) Gene Polymorphisms With Calcium Stone Disease In Babylon Province, Iraq., Hadi Sajid Abdulabbas, Yasir Haider Al-Mawlah, Aamal Muhsen Kadhum

Baghdad Science Journal

In an effort to identify the polymorphism's ultimate function in calcium stone development, an evaluation of the link between calcium stone disease and CaSR polymorphism in the population of Babylon Province, Iraq, was performed. 60 patients were hospitalized at Hillah Hospital in the province of Babylon. Blood samples were collected between January and December 2020. Sixty patients diagnosed with renal stones and forty healthy controls were included in the study. CaSR single-nucleotide polymorphisms (SNPs) were genotyped using the single-strand conformation polymorphism technique after a polymerase chain reaction. In order to confirm these DNA polymorphisms, DNA sequencing was employed. The findings …

Cytokine Profiles In Rheumatoid Arthritis: Relationship Of Tnf-Α , Il-17, And Il-13 With Autoantibodies (Rf And Anti-Ccp) And Clinical Disease Severity, Sonia Elia Ishaq, Taban Kamal Rasheed, Niaz Albarzingi

Baghdad Science Journal

Rheumatoid arthritis (RA) is a chronic autoimmune disease characterized by synovial inflammation and autoantibody production. This study aimed to assess serum levels of TNF-α , IL-17, and IL-13 in RA patients and to explore their association with disease severity and autoantibody status in comparison to healthy controls. The study involved 67 RA patients and 20 healthy individuals. Patients were initially classified based on autoantibody status (RF-positive vs. RF-negative and anti-CCP-positive vs. anti-CCP-negative), and further categorized into low, moderate, and high disease activity groups. Cytokine levels were measured by ELISA, CRP and RF by turbidimetry, and anti-CCP levels by electrochemiluminescence immunoassay. …

Foliar Application Of Methyl Jasmonate And Titanium Nanoparticles Mitigates The Negative Effects Of Salinity On Lettuce Plants, Tahani J. Hijazin

Baghdad Science Journal

Salinity stress is one of the major abiotic factors that significantly impact plant growth. In this regard, this work investigated a way to alleviate the adverse impacts by simultaneously spraying methyl jasmonate and titanium nanoparticles on lettuce (Lactuca sativa L.) plants, which are grown under induced salinity conditions. Two concentrations of salt (100 and 150 mM NaCl) were applied to the plants. After that, simultaneous spraying of methyl jasmonate (0.5 and 1 mM) and titanium nanoparticles (100 and 200 mg/L) was performed on lettuce leaves. Following the application of the previous treatments, the plants were collected, and various …

Evaluation Of Cytotoxic Effect From Clinacanthus Nutans Leaf Extract On Mda-Mb231 Cells Expressing Cd44+/Cd24–, Siti Syarifah, Tri Widyawati, Sri Melinda Kaban, Nor Adlin Md Yusoff

Baghdad Science Journal

Breast cancer prevalence and incidence are increasing globally every year. Medication resistance and recurrence are more likely in breast cancer cells that express CD44⁺/CD24^–. C.nutans leaves are a traditional medicinal herb with numerous pharmacological benefits, including antioxidant and antiproliferation properties, although the activity against breast cancer stem cells is still unclear. Method: In this study, C.nutans leaves were extracted using ethanol solvent with graded concentrations of 100%, 80%, 60%, 40%, 20%, and 0% (water), respectively, by maceration. We used isolated MDA-MB231 cells with high expression of CD44⁺/CD24^– by using magnetic-activated cell sorting …