Electricity Theft Detection Using Rule-Based Machine Leaning (rML) Approach by Sheyda Bahrami, Erol Yumuk, Alper Kerem, Beytullah Topçu, Ahmetcan Kaya

“…With an astounding 93% recall rate for the rule-based feature space combination of the random forest classifier, this novel approach has produced outstanding results. …”
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A multimodal functional structure-based graph neural network for fatigue detection by Dongrui Gao, Zhihong Zhou, Zongyao Peng, Haokai Zhang, Shihong Liu, Manqing Wang, Hongli Chang

“…The framework employs differential entropy (DE) features extracted from filtered EEG signals and heart rate variability (HRV) features derived from ECG signals as dual input streams, capturing distinct internal–external interaction patterns. …”
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Symbiotic relationship and attribution analysis of digitalization in agriculture, rural, and finance: evidence from China by Xiaojuan Yang, Kai Liu, Weiwei Li, Weiwei Li

“…Except for fiscal self-sufficiency rate, which plays a long-term positive promotion role, most factors exert mixed effects (both positive promoting and negative inhibitory). …”
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Impact of stratifin/14-3-3σ on survival and interstitial lung disease in patients with non-small cell lung cancer receiving immune checkpoint inhibitors by Daiki Murata, Koichi Azuma, Kenta Murotani, Yoshiaki Zaizen, Tomoaki Hoshino

“…Meanwhile, delta-SFN, representing the change in SFN values between ICI initiation and at the 6-week point, was associated with progression-free survival, overall survival, disease control rate, and ICI-ILD image patterns. Conclusion SFN levels in plasma were associated with therapeutic efficacy and ICI-ILD pattern in patients with NSCLC receiving cancer immunotherapy. …”
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A Review of Nontraditional Biomanipulation by Xia Zhang, Ping Xie, Xiaoping Huang

“…The original idea of biomanipulation (increased zooplankton grazing rate as a tool for controlling nuisance algae) is not the only means of controlling nuisance algae via biotic manipulations. …”
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Key factors influencing CO2 emissions in the southern power grid of China by Yanlu Huang, Zifei Wang, Fan Zhang, Junfeng Tan, Xudong Hu

“…Contribution rate analysis further highlighted varied progress toward carbon peaking and heterogeneous supply methods. …”
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Monetary policy of the National bank of Kazakhstan: chronological analysis and assessment by D. B. Kanagatova, V. N. Sidorenko

“…A dynamic assessment of changes in the exchange rate against the us dollar was made. The policy of the National Bank in the context of the crisis is consistently analyzed and evaluated. …”
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Climate Change Adaptation: New Perspectives for Natural Resource Management and Conservation by Rebecca G. Harvey, Laura A. Brandt, Frank J. Mazzotti

“…As temperatures, rainfall patterns, and disturbance regimes change and sea levels rise, ecosystems are being transformed. …”
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Rib fractures in blunt chest trauma - associated thoracic injuries by Iv. Dimitrov, Iv. Novakov, P. Bonev, A. Uchikov

“…The mean hospital stay was 8, 7 days. The lethality rate was 16,9% -all of them due to the associated chest injuries. …”
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Artificial neural networks employment in the prediction of evapotranspiration of greenhouse-grown sweet pepper by Héliton Pandorfi, Alan C. Bezerra, Roberto T. Atarassi, Frederico M. C. Vieira, José A. D. Barbosa Filho, Cristiane Guiselini

“…The ANN learning model recognized the evapotranspiration patterns with acceptable accuracy, with mean square error of 0.005, in comparison to the data recorded in the lysimeter, with coefficient of determination of 0.87, demonstrating the best approximation for the 4-21-1 network architecture, with multilayers, error back-propagation learning algorithm and learning rate of 0.01.…”
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Position Weight Matrix, Gibbs Sampler, and the Associated Significance Tests in Motif Characterization and Prediction by Xuhua Xia

“…The multiple comparison problem associated with the test of site-specific frequencies is best handled by false discovery rate methods. The test of PWM, due to the use of pseudocounts, is best done by resampling methods. …”
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Publication Trends on the Varying Coefficients Model: Estimating the Actual (Under)Utilization of a Highly Acclaimed Method for Studying Statistical Interactions by Assaf Botzer

“…The gap between the high acclaims of the VCM in the statistical literature and its low utilization rate in practice should be of concern to the research community. …”
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Cost Analysis and Optimization of Modern Power System Operations by Ahto Pärl, Praveen Prakash Singh, Ivo Palu, Sulabh Sachan

“…Key constraints considered include reserve requirements, ramp rate limits, and minimum up/down time. Simulations are performed across multiple scenarios, including systems with spinning reserves, responsive demand, renewable energy integration, and energy storage systems. …”
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The Pleiades are a cluster of fungal effectors that inhibit host defenses. by Fernando Navarrete, Nenad Grujic, Alexandra Stirnberg, Indira Saado, David Aleksza, Michelle Gallei, Hazem Adi, André Alcântara, Mamoona Khan, Janos Bindics, Marco Trujillo, Armin Djamei

“…Sequence-based prediction of effector function is impeded by their rapid evolution rate. In the maize pathogen Ustilago maydis, effector-coding genes frequently organize in clusters. …”
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A multi-tiered feature selection model for android malware detection based on Feature discrimination and Information Gain by Parnika Bhat, Kamlesh Dutta

“…Rigorous testing and analysis show that Random Forest classification achieves the highest Accuracy rate of 96.28%.…”
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The Coming of Age of E-Prints in the Literature of Physics. by Cecelia M. Brown

“…The citation rate by both e-prints and journals was highest from the high energy particle physics archives. …”
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Dynamical mechanisms of how an RNN keeps a beat, uncovered with a low-dimensional reduced model by Klavdia Zemlianova, Amitabha Bose, John Rinzel

“…We develop a reduced three-variable rate model of the RNN and analyze its dynamic properties. …”
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How language-specific and cross-linguistic factors affect speech rhythm by Nafiseh Taghva, Shouvik Chaudhuri

“…Employing metrics such as rateSyl, ΔC, nPVI-C, nPVI-V, VarcoV, %V, and ΔPeakLn, the study revealed that L1 exhibited a faster tempo, shorter consonants, and longer vowels relative to consonants, while L2 speech demonstrated greater variability in consonant and vowel durations, which are language-specific factors of L1 being a syllable-timed language and L2 being a stress-timed language. …”
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MODERN PECULIARITIES OF IXODIC TICK-BORNE BORRELIOSIS EPIDEMIOLOGY IN KEMEROVO REGION by Анна Роняевна Ефимова, Ольга Михайловна Дроздова

“…Objective – to establish the epidemiologic patterns of Lyme Borreliosis spread in the Kemerovo region. …”
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Climate Change Adaptation: New Perspectives for Natural Resource Management and Conservation by Rebecca G. Harvey, Laura A. Brandt, Frank J. Mazzotti

“…As temperatures, rainfall patterns, and disturbance regimes change and sea levels rise, ecosystems are being transformed. …”
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