A5100406573- Metaheuristic Optimization Algorithms Research
- Advanced Multi-Objective Optimization Algorithms
- Anomaly Detection Techniques and Applications
- Traffic Prediction and Management Techniques
- Network Security and Intrusion Detection
- Software-Defined Networks and 5G
- Smart Grid Security and Resilience
- Refrigeration and Air Conditioning Technologies
- Evolutionary Algorithms and Applications
- Fungal and yeast genetics research
- Advanced Manufacturing and Logistics Optimization
- Advanced Image and Video Retrieval Techniques
- Building Energy and Comfort Optimization
- Lower Extremity Biomechanics and Pathologies
- Fermentation and Sensory Analysis
- Biofuel production and bioconversion
- RNA and protein synthesis mechanisms
- Image Retrieval and Classification Techniques
- Machine Learning and Algorithms
- Semantic Web and Ontologies
- Face recognition and analysis
- Scheduling and Optimization Algorithms
- Face and Expression Recognition
- Medical Image Segmentation Techniques
- Machine Learning and Data Classification
Nanjing University of Information Science and Technology
2025
Xi'an Jiaotong University
2018-2025
Jiangsu Provincial Party School
2024-2025
Hainan University
2017-2024
North China Electric Power University
2021-2024
Liaocheng University
2023-2024
Albert Einstein College of Medicine
2023
Aalto University
2023
China National Offshore Oil Corporation (China)
2023
Western University
2023
Properties of molecules are indicative their functions and thus useful in many applications. With the advances deep-learning methods, computational approaches for predicting molecular properties gaining increasing momentum. However, there lacks customized advanced methods comprehensive tools this task currently.Here, we develop a suite machine-learning spanning different models, representations loss property prediction drug discovery. Specifically, represent as both graphs sequences. Built...
Abstract Wireless sensor networks (WSNs) offer the potential to significantly improve efficiency of existing transportation systems. Currently, collecting traffic data for planning and management is achieved mostly through wired sensors. The equipment maintenance cost time‐consuming installations sensing systems prevent large‐scale deployment real‐time monitoring control. Small wireless sensors with integrated sensing, computing, communication capabilities tremendous advantages in low easy...
Synonymous codon usage bias (SCUB) is an inevitable phenomenon in organismic taxa, generally referring to differences the occurrence frequency of codons across different species or within genome same species. SCUB happens various degrees under pressure from nature selection, mutation and other factors ways. It also attaches great significance gene expression evolution, however, a systematic investigation towards Bombyx mori (B. mori) has not been reported yet. Moreover, it still indistinct...
Image segmentation is a key stage in image processing because it simplifies the representation of and facilitates subsequent analysis. The multi-level thresholding technique considered one most popular methods efficient straightforward. Many relative works use meta-heuristic algorithms (MAs) to determine threshold values, but they have issues such as poor convergence accuracy stagnation into local optimal solutions. Therefore, alleviate these shortcomings, this paper, we present modified...
Abstract In silico methods are increasingly important in predicting the ecotoxicity of engineered nanomaterials (ENMs), encompassing both individual and mixture toxicity predictions. It is widely recognized that ENMs trigger oxidative stress effects by generating intracellular reactive oxygen species (ROS), serving as a key mechanism their cytotoxicity studies. However, existing still face significant challenges induced ENMs. Herein, we utilized laboratory-derived data machine learning to...
Analysis of codon usage bias is an extremely versatile method using in furthering understanding the genetic and evolutionary paths species. Codon envelope glycoprotein genes nuclear polyhedrosis virus (NPV) has remained largely unexplored at present. Hence, NPV was analyzed here to reveal relationships between different viral species baculovirus genus. A total 9236 codons from 18 genera were used perform this analysis. Glycoprotein exhibits weaker bias. Neutrality plot analysis correlation...
Arithmetic Optimization Algorithm (AOA) is a physically inspired optimization algorithm that mimics arithmetic operators in mathematical calculation. Although the AOA has an acceptable exploration and exploitation ability, it also some shortcomings such as low population diversity, premature convergence, easy stagnation into local optimal solutions. The Golden Sine (Gold-SA) strong searchability fewer coefficients. To alleviate above issues improve performance of AOA, this paper, we present...
As the core component of smart grids, advanced metering infrastructure (AMI) provides communication and control functions to implement critical services, which makes its security crucial power companies customers. An intrusion detection system (IDS) can be applied monitor abnormal information trigger an alarm protect AMI security. However, existing models exhibit a low performance are commonly trained on cloud servers, pose major threat user privacy increase delay. To solve these problems,...
Direct Preference Optimization (DPO) has proven effective in complex reasoning tasks like math word problems and code generation. However, when applied to Text-to-SQL datasets, it often fails improve performance can even degrade it. Our investigation reveals the root cause: unlike tasks, which naturally integrate Chain-of-Thought (CoT) with DPO, datasets typically include only final answers (gold SQL queries) without detailed CoT solutions. By augmenting synthetic solutions, we achieve, for...
ABSTRACT Maternal adiposity has been identified as a predictor of child overweight/obesity; however, it remains unclear whether the association changes ages. We aimed to examine associations between maternal weight status during pregnancy and offspring physical growth from birth early adolescence using data cohort study in rural western China. measurements first, second third trimesters were used calculate body mass index (BMI) gestational gain (GWG) rate, then classified following Institute...
Real-time traffic light controllers (TLCs) play a major role in optimizing flow. We uses wireless sensor network (WSN) to decrease vehicles' average trip waiting time (ATWT) on the road. studied performance of using one and two sensors designed corresponding controllers. In case we developed models; non-occupancy detection (NOD) an occupancy (OD). NOD detects passing vehicles only whereas, OD that pass or stop at it. both methods, changed location relative light's location. then used...
In this paper, we investigate the problem of minimizing long-term energy cost for an Internet data center (IDC) in deregulated electricity markets. Specifically, IDC operators intend to minimize by scheduling workload and battery jointly, which can fully exploit temporal diversity price. First, formulate a stochastic optimization taking heterogeneous service delay guarantees management into account. Then, design online operation algorithm solve based on Lyapunov technique. Meanwhile, analyze...
The abundance of Lp(a) protein holds significant implications for the risk cardiovascular disease (CVD), which is directly impacted by copy number (CN) KIV-2, a 5.5 kbp sub-region. KIV-2 highly polymorphic in population and accurate analysis challenging. In this study, we present DRAGEN CN caller, utilizes short reads. Data across 166 WGS show that caller has high accuracy, compared to optical mapping can further phase ~50% samples. We numbers 24 previously postulated relevant SNVs,...
BACKGROUND The present study aimed to describe a new safe and economical technique for medial patellofemoral ligament (MPFL) reconstruction with satisfactory clinical outcomes, the results of four-year follow-up. MATERIAL AND METHODS Thirty-two patients recurrent patella dislocation, who underwent MPFL two semi-patellar tunnels hardware-free patellar fixation between 2011 2013, were included in study. Patella stability was tested by an apprehension test preoperatively at Knee function...