Machine Learning Based Classification for Spam Detection by Onur Sevli, Serkan Keskin

“…Spam email classification is the process of identifying and distinguishing spam emails from legitimate emails. …”
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Digitization of accounting for small enterprises by V.V.

“…Digitization play the main role in the development and long-term survival of small enterprises. It allows them to process and structure data quickly, make business information personalized. …”
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Vocational guidance and career development in cultural institutions of the secondary vocational education in china by Sergey Sergeevich Zengin

“…Changing the economic model of the People's Republic of China leads to the process of reforming the secondary vocational education system (SVE), the search for ways to train qualified personnel more effectively. …”
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Rice ragged stunt virus Pns10 induces mitochondrial-mediated apoptosis to promote viral infection in Nilaparvata lugens through disrupting the NlNDUFS1-NlPHB2 interaction. by Lianshun Zheng, Shuai Fu, Ming Zeng, Liyan Li, Dan Wang, Shibo Gao, Yunge Zhang, Cui Zhang, Shifang Fei, Xuan Ye, Lele Chen, Qianhui Chen, Yaqin Wang, Xueping Zhou, Yan Xie, Boli Hu, Jianxiang Wu

“…Apoptosis, a programmed cell death process, plays crucial roles in host antiviral response. …”
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AI-based Personalization of Social Media Thumbnails Using the Stacked ID Embedding Method by Meivi Kartikasari, Hashfi Andira Putra, Mukhlis Amien

“…The system integrates a diffusion-based image generator with the stacked embedding vectors to enable dynamic adaptation to different user intents. …”
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Hybrid Experiential-Heuristic Cognitive Radio Engine Architecture and Implementation by Ashwin Amanna, Daniel Ali, David Gonzalez Fitch, Jeffrey H. Reed

“…Details include overall process flow, case base structure/retrieval method, estimation approach within the GA, and hardware-software lessons learned. …”
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IMPLEMENTATION OF ENTREPRENEURSHIP IDEAS IN EDUCATIONAL PROGRAMS FOR THE TRAINING OF SPECIALISTS: THE EUROPEAN EXPERIENCE by Olena Tadeush

“…The national level includes a number of strategies, plans, actions, and legislative acts developed by state bodies to adapt the process of entrepreneurship education in a specific country and involves the design of strategic and target orientations and the implementation of organizational measures that activate the motivation of the country's citizens for self-realization in the entrepreneurial vector of professional activity. …”

Influence maximization under imbalanced heterogeneous networks via lightweight reinforcement learning with prior knowledge by Kehong You, Sanyang Liu, Yiguang Bai

“…Additionally, the node embedding vectors are input into a Deep Q Network (DQN) to commence the lightweight training process. …”
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SOH and RUL Estimation for Lithium-Ion Batteries Based on Partial Charging Curve Features by Kejun Qian, Yafei Li, Qiheng Zou, Kecai Cao, Zhongpeng Li

“…Key health features are extracted from the constant voltage (CV) charging process and voltage relaxation, validated through Pearson correlation analysis and SHapley Additive exPlanations (SHAP) interpretability. …”
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Application of machine learning algorithm to predict the behavior of stocks marketed in Brazil by Gabriel Donadio Costa, Rogério João Lunkes

“…In order to assist investors in the decision-making process, artificial intelligence tools aim at finding patterns hidden in data and providing useful, timely and accurate information. …”
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GENESIS AND CONCEPTUAL FOUNDATIONS OF MUSLIM LAW by Alona O. Taranovska

“…The author, in general terms, reveals the issue of the genesis of Muslim law, in particular, the periodization of Muslim law is mentioned as a generalization of the historical stages of its existence, the role of legal schools (madhabs) in the process of the development of Muslim law is noted. …”
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Evaluation of mesoporous silica synthesized for green adsorption by modeling via machine learning and mass transfer by Minge Yang, Qiqing Yue, Junyi He

“…Our objective was to develop predictive models for C using three distinct base models: decision tree (DT), support vector regression (SVR), and Gaussian process regression (GPR). …”
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Electrodynamics-based quantum gate optimization with born scattering by Kumar Gautam, Chang Wook Ahn

“…It offers a promising approach for developing efficient and accurate gates for quantum information processing. Furthermore, this approach can also be extended to design gates for multi-qubit systems, which are essential for large-scale quantum computing. …”
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RAG-Driven Memory Architectures in Conversational LLMs—A Literature Review With Insights Into Emerging Agriculture Data Sharing by Nur Arifin Akbar, Rahool Dembani, Biagio Lenzitti, Domenico Tegolo

“…Despite significant advances in natural language processing, conversational AI systems face persistent challenges in maintaining extensive and contextually coherent dialogues, particularly regarding long-term memory management. …”
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Few-shot bearing fault diagnosis method based on an EEMD parallel neural network and a relation network by Cunsheng Zhao, Bo Tong, Chao Zhou, Qingrong Fan

“…A more precise fault feature vector was generated via the feature embedding module of the RN, and the fault features of the support and query sets were stitched to create a fault feature vector set. …”
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Privacy-Preserving Deep Speaker Separation for Smartphone-Based Passive Speech Assessment by Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert

“…<italic>Methods:</italic> Deep-MASKS uses an autoencoder to reconstruct MFCC components of an individual&#x2019;s speech from an i-vector, x-vector or d-vector representation of their speech learned during the enrollment period. …”
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Evaluation of synergistic effect of entomopathogenic fungi Beauveria bassiana and Lecanicillium lecacii on the mosquito Culex quinquefaciatus. by Aditya Shankar Kataki, Francesco Baldini, Anjana Singha Naorem

“…Vector-borne diseases resulted into several cases of human morbidity and mortality over the years and among them is filariasis, caused by the mosquito Culex quinquefasciatus. …”
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Spatial Quantum Beating of Adjustable Biphoton Frequency Comb With High-Dimensional Frequency-Bin Entanglement by Rong Xue, Xin Yao, Xu Liu, Heqing Wang, Hao Li, Zhen Wang, Lixing You, Yidong Huang, Wei Zhang

“…In this paper, we realize an adjustable biphoton frequency comb and investigate its spatial quantum beating. Vector spontaneous four wave mixing processes in a piece of dispersion shifted fiber are produced by non-degenerate continuous wave pump lights with orthogonal polarizations to generate broadband biphoton states, and then a pulse shaper is used to realize the biphoton frequency comb with high-dimensional frequency-bin entanglement. …”
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DEVELOPMENT OF A NOVEL REVERSED-PHASE HIGH-PERFORMANCE LIQUID CHROMATOGRAPHY METHOD FOR THE DETERMINATION OF SODIUM DITHIONITE IN BREAD PRODUCTS by SHAHIN SHAHBAZI, FOROUGH SARAEE, NASER ABBASI, ELAHE KARIMI, HORI GHANEIALVAR, MAHMOUD BAHMANI, ALI AIDY, SAJAD MAZLOOMI, MASOUMEH TAHMASEBI, ASADOLLAH JALALI GHALOUSANGH

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‘You want to deal with power while riding on power’: global perspectives on power in participatory health research and co-production approaches by Maria Roura, Bachera Aktar, Emily Zimmerman, Ivy Chumo, Robinson Karuga, Kim Ozano, Apurvakumar Pandya, Sónia Dias, Jessica Amegee Quach, Tara Tancred, Beatrice R Egid, Guillermo Hegel, Laundette Jones, Luret Lar, Yaimie López, Theresa C Norton, Payam Sheikhattari, Nina Wallerstein

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