scCamAge: A context-aware prediction engine for cellular age, aging-associated bioactivities, and morphometrics by Vishakha Gautam, Subhadeep Duari, Saveena Solanki, Mudit Gupta, Aayushi Mittal, Sakshi Arora, Anmol Aggarwal, Anmol Kumar Sharma, Sarthak Tyagi, Rathod Kunal Pankajbhai, Arushi Sharma, Sonam Chauhan, Shiva Satija, Suvendu Kumar, Sanjay Kumar Mohanty, Juhi Tayal, Nilesh Kumar Dixit, Debarka Sengupta, Anurag Mehta, Gaurav Ahuja

“…We present scCamAge, an advanced context-aware multimodal prediction engine that co-leverages image-based cellular spatiotemporal features at single-cell resolution alongside cellular morphometrics and aging-associated bioactivities such as genomic instability, mitochondrial dysfunction, vacuolar dynamics, reactive oxygen species levels, and epigenetic and proteasomal dysfunctions. scCamAge employed heterogeneous datasets comprising ∼1 million single yeast cells and was validated using pro-longevity drugs, genetic mutants, and stress-induced models. scCamAge also predicted a pro-longevity response in yeast cells under iterative thermal stress, confirmed using integrative omics analyses. …”
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Mobility Aware Spectrum Handoff in 6G-Enabled Cognitive Radio Vehicular Centralized and Ad-Hoc Networks by Shanidul Hoque, Hemanta Kumar Sahu, Mohammed Nazibul Hasan, Rajesh Saha

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Obstacle Aware Connectivity Restoration for Disjoint Wireless Sensor Networks Using a Mix of Stationary and Mobile Nodes by Guizhen Ma, Yang Yang, Xuesong Qiu, Zhipeng Gao

“…In this paper, we present an obstacle aware connectivity restoration strategy (OACRS) to fit these requirements. …”
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A Network and Visual Quality Aware N-Screen Content Recommender System Using Joint Matrix Factorization by Farman Ullah, Ghulam Sarwar, Sungchang Lee

“…We propose a network and visual quality aware N-Screen content recommender system. N-Screen provides more ways than ever before to access multimedia content through multiple devices and heterogeneous access networks. …”
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Utilizing sensors networks to develop a smart and context-aware solution for people with disabilities at the workplace (design and implementation) by Ghassan Kbar, Ahmad Al-Daraiseh, Syed Hammad Mian, Mustufa Haider Abidi

“…In this work, an AT and smart context-aware solution has been developed to assist the PWDs at the workplace. …”
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Aspect category sentiment analysis based on pre-trained BiLSTM and syntax-aware graph attention network by Guixian Xu, Zhe Chen, Zixin Zhang

“…To address the aforementioned issue, this paper proposes a novel approach for ACSA utilizing pre-trained Bidirectional Long Short-Term Memory (BiLSTM) and syntax-aware graph attention network. To address the issue of insufficient existing annotated datasets, a method of using transfer learning is proposed. …”
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Intersection-Aware Channel Assignment and Routing in Multi-Channel Multi-Hop Wireless Networks with a Single Transceiver by Huang Chuanhe, Cheng Yong, Yang Ling, Shi Wenming, Zhou Hao

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Fault Diagnosis Method for Rotating Machinery Based on Hierarchical Amplitude-Aware Permutation Entropy and Pairwise Feature Proximity by Ling Shu, Jinxing Shen, Xiaoming Liu

“…With a view to solving the defect that multiscale amplitude-aware permutation entropy (MAAPE) can only quantify the low-frequency features of time series and ignore the high-frequency features which are equally important, a novel nonlinear time series feature extraction method, hierarchical amplitude-aware permutation entropy (HAAPE), is proposed. …”
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Looking outside the box with a pathology aware AI approach for analyzing OCT retinal images in Stargardt disease by Parisa Khateri, Tiana Koottungal, Damon Wong, Rupert W. Strauss, Lucas Janeschitz-Kriegl, Maximilian Pfau, Leopold Schmetterer, Hendrik P. N. Scholl

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Edge and texture aware image denoising using median noise residue U-net with hand-crafted features by Soniya S., Sriharipriya K. C.

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RMGANets: reinforcement learning-enhanced multi-relational attention graph-aware network for anti-money laundering detection by Qianyu Wang, Wei-Tek Tsai, Bowen Du

“…On the one hand, a data-driven, graph-aware layer establishes long-term dependencies and correlations between transaction graph nodes. …”
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Topology-Aware Bus Routing in Complex Networks of Very-Large-Scale Integration with Nonuniform Track Configurations and Obstacles by Ziran Zhu, Zhipeng Huang, Jianli Chen, Longkun Guo

“…A topology-aware track assignment is also presented to allocate the tracks to each segment of buses under the guidance of the global routing result. …”
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INTERNATIONAL PUBLIC SECTOR ACCOUNTING STANDARD (IPSAS 24): ITS EFFECT ON PUBLIC SECTOR BUDGET PERFORMANCE IN KWARA STATE, NIGERIA by Salaudeen Ibrahim, Abdul-Hakeem Shuaib, Mubaraq Sanni

“…The targeted population were 50 made up of all 24 members of the Kwara State House of Assembly and 26 Controllers of finance in the state. …”
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Haematological, Liver Function Parameters and Heavy Metal Assessment of KWMC Workers at Roadside and Mixed Waste Dumpsites in Kwara State, Nigeria by D.T. Ogundele, V.T. Olayemi, F.M. Folaranmi, O.E. Oludele, A.A. Oladejo

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A comparative analysis of height trend and nutrition among 1983 to 2005 birth cohort of Ilorin metropolis, Kwara State, Nigeria by Ade Stephen Alabi, Peace Eyitayo Olagunju, Adeola Alabi, Joshua Abidemi Owa, Yetunde Elizabeth Owa, Abosede Mary Ayoola, Dare Ezekiel Babatunde, Oluwatoyin Ezekiel Olasehinde, Titilayo Temitope Adeoye

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Haematological, Liver Function Parameters and Heavy Metal Assessment of KWMC Workers at Roadside and Mixed Waste Dumpsites in Kwara State, Nigeria by D.T. Ogundele, V.T. Olayemi, F.M. Folaranmi, O.E. Oludele, A.A. Oladejo

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Isolation, Identification, and Characterization of Bacterial Isolates in Garlic, Ginger, Pepper, and Turmeric Commonly Traded Within Ilorin, Kwara State, Nigeria by A. E. Ajiboye, M. O. Jimoh, B. A. Hammed, T. E. Adesokan

“…Hence, the objective of this paper was to isolate, identify, and characterize the bacterial isolates in food condiments (Garlic, Ginger, Pepper, and Turmeric) commonly traded within Ilorin, Kwara State, Nigeria using various standard microbial techniques. …”
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Prioritization of Susceptible Watershed to Sediment Yield and Evaluation of Best Management Practice: A Case Study of Awata River, Southern Ethiopia by Temesgen Kefay, Tolera Abdisa, Bekan Chelkeba Tumsa

“…Sediment yield is influenced by the watershed characteristics such as land cover, soil class, and slope, which are considered the drivers of soil erosion in the basin. The middle Awata watershed is highly susceptible to soil erosion due to its topographical features. …”
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Evaluation of Cadmium Contaminations in Soil and Plants, and Potential Ecological Risk at a Tertiary Institution Campus, Malete, Kwara State, Nigeria by P. O. Ben-Uwabor, S. O. Olarinoye

“… The objective of this paper is to evaluate the cadmium contaminations in soil and plants, and potential ecological risk at a tertiary institution campus, Malete, Kwara State, Nigeria using appropriate standard procedures. …”
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Institutional community engagement leader perspectives on supporting ethical community-engaged research by Stephanie Solomon Cargill, Nancy Shore, Rachel Olech, Phoebe Friesen, Jessica Rowe, Sana Khoury-Shakour, Emily E. Anderson

Subjects: “…Clinical and Translational Science Award…”
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