Sensitive and specific peak detection for SELDI-TOF mass spectrometry using a wavelet/neural-network based approach. by Vincent A Emanuele, Gitika Panicker, Brian M Gurbaxani, Jin-Mann S Lin, Elizabeth R Unger

“…The method shows promise in addressing the ongoing SELDI reproducibility issues.…”
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Towards a green university: case of Lithuanian higher education institutions by Rasa Bartkutė, Vitalija Skėruvienė

“…Based on the paradigm of sustainable development, which states that it is necessary to live in such a way that the present resources are sufficient for future generations, the issues of social education for sustainable development are an important factor. …”
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All-Optical Demultiplexer/Multiplexer Based on Plasmonic Technology With Ultra-High Transmission, Ultra-Small Size, and Very High Modulation Depth by Sajjad Mohanad Mustafa, Gholamreza Karimi, Mazdak Rad Malek Shahi, Saif Hasan Abdulnabi

“…Plasmonic devices solve these issues by enabling nanophotonics and nanodevices. …”
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THE NEW APPROACH ON FOOD QUALITY: AN IMPORTANT FACTOR ON CONSUMER BEHAVIOR AND TRENDS IN FOOD QUALITY by Johana Paluchová

“…Food quality is an important food manufacturing requirement, because food consumers are susceptible to any form of contamination that may occur during the manufacturing process. Many consumers also rely on manufacturing and processing standards, particularly to know what ingredients are present, due to dietary, nutritional requirements (kosher, halal, vegetarian), or medical conditions (e.g., diabetes, or allergies) and because of the article shows some of new trends at food market in Europe. …”
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THE USE OF HARDWARE AND SOFTWARE ARDUINO IN INNOVATION ACTIVITY OF FUTURE PHYSICS TEACHERS AND STUDENTS by Andrij Andreev, Anatoly Kulinich

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Proposal for policy change in the procedure of civil asset forfeiture [version 1; peer review: 2 approved] by Nikolaos Tzenios

“…Without the proper due process, the civil asset forfeiture procedure violates the constitutional rights of citizens. …”
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Addressing Sensor Data Heterogeneity and Sample Imbalance: A Transformer-Based Approach for Battery Degradation Prediction in Electric Vehicles by Bi Wu, Shi Qiu, Wenhe Liu

“…Our Transformer-based model captures long-term dependencies in the battery degradation process through its self-attention mechanism. Experimental results demonstrate that the proposed solution significantly improves battery degradation prediction accuracy, achieving a 21.3% increase in accuracy when processing heterogeneous data and a 24.5% improvement in prediction capability for imbalanced samples compared to traditional methods. …”
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Research on Network Intrusion Detection Model Based on Hybrid Sampling and Deep Learning by Derui Guo, Yufei Xie

“…This study proposes an enhanced network intrusion detection model, 1D-TCN-ResNet-BiGRU-Multi-Head Attention (TRBMA), aimed at addressing the issues of incomplete learning of temporal features and low accuracy in the classification of malicious traffic found in existing models. …”
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BioDiv: Modeling the Distribution, Abundance, Survival and Collision Risk of Raptors With Wind Turbines by Igor V. Karyakin, Kirill I. Knizhov

“…To facilitate this process, the BioDiv software is presented, developed to help Russian-speaking ecologists and zoologists, and is easy to use for data preparation, processing, and modeling (SDM, CRM). …”
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Automating the search for legal information in Arabic: A novel approach to document retrieval by K. S. Jafar, A. A. Mohammad, A. H. Issa, A. V. Panov

“…The retrieval of legal information, including information related to issues such as punishment for crimes and felonies, represents a challenging task. …”
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On the effects of tool nose radius in alleviating parasitic mechanisms for cutting of aluminum alloy by Sweta Baruah, James B. Mann, Srinivasan Chandrasekar, Balkrishna C. Rao

“…Despite extensive research and process advancements, parasitic mechanisms such as chatter, excessive tool wear, and energy dissipation continue to undermine the efficiency and sustainability of machining processes. …”
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Mitigating Nonlinear Impairments in High-speed Optical Communication Systems via Volterra Nonlinear Equalizer by Safa Jabbar Mohammed, Jalil A. Hamadamin

“…The study aims to address the issues presented by nonlinear effects, specifically self-phase modulation (SPM), which significantly degrades system performance at higher power levels. …”
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A crowdsensing-based framework for sound and vibration data analysis in smart urban environments by Boban DAVIDOVIC, Sanja DEJANOVIC, Maja DAVIDOVIC

“…Key features of our system include data acquisition through mobile crowdsensing application, advanced signal processing algorithms for noise and vibration identification, and the integration of geospatial information to provide location-specific context. …”
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Assessing Academic Information System Performance Through Sentiment Analysis by Zafira Thuraya, Ali Ibrahim, Yadi Utama, Dwi Rosa Indah

“…The Academic Information System (SIMAK) at Sriwijaya University plays a crucial role in facilitating student academic activities; however, it faces several technical issues that affect user satisfaction, including server outages and challenges in data access. …”
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To the question of parameter optimization of hydraulic transportation technology by Yu. P. Panov, O. S. Bryukhovetsky

“…This technology can be used to address the issues of managing complicated technological processes, as the same time allowing timely adjustments to the modes and parameters of operational processes both on individual production lines and at the enterprise as a whole.…”
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A Dual-Enhanced Hierarchical Alignment Framework for Multimodal Named Entity Recognition by Jian Wang, Yanan Zhou, Qi He, Wenbo Zhang

“…Multimodal amed entity recognition (MNER) is a natural language-processing technique that integrates text and visual modalities to detect and segment entity boundaries and their types from unstructured multimodal data. …”
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STEL (System Thinking and ESD Learning) Model : Developing Elementary School Students' Systems Thinking Skills by Ahmad Mulyadiprana, Ghullam Hamdu, Ade Yulianto

“…An important note from the results of this study provides information that systems thinking skills can be developed gradually and sustainably. The learning process through the STEL learning model will prepare understudies to discover the center of environmental issues efficiently and empower understudies to pay more consideration to the affect of each of their exercises and take more mindful activities as it were for environmental, social and economic sustainability.…”
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Artificial Neural Networks as Digital Twins for Whispering Gallery Mode Optical Sensors in Robotics Applications by Amir R. Ali, Mohamed W. A. Ramadan

“…In order to address these issues, the paper suggests an ANN that is specifically designed for the system and makes use of the WGM sensor’s high-quality factor (Q-factor). …”
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Enhancing Security and Efficiency in IoT Assistive Technologies: A Novel Hybrid Systolic Array Multiplier for Cryptographic Algorithms by Atef Ibrahim, Fayez Gebali

“…By addressing these pressing security issues, the study aspires to fully leverage IoT technologies to enhance the living standards of individuals with disabilities, while ensuring that their privacy and security are meticulously maintained.…”
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Delayed redevelopment in urban expansion: opportunities for the preservation and revitalisation of collective memory in Shiqiao Town, Chengdu by Shenghui Tang, Qian Guo

“…This study also highlights potential issues in delayed redevelopment, such as authenticity, accuracy of cultural promotion, and resident participation, thereby offering insights for future development and similar historic districts.…”
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