Human detection in search and rescue operations using embedded artificial intelligence by Ahmad, Mohd. Ridzuan, Al-Azzani, Ahmed Abdullah Hussein

“…The paper proposes using transfer learning to develop a human detection model with a mean average precision (mAP@0.5) above 90% and compares two deep learning models, MobileNet v2 and EfficientDet. …”
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Machine learning from quantum chemistry to predict experimental solvent effects on reaction rates by Chung, Yunsie, Green, William H.

“…The presented model can provide nearly instantaneous predictions of kinetic solvent effects or relative rate constants for a broad range of neutral closed-shell or free radical reactions and solvents only based on atom-mapped reaction SMILES and solvent SMILES strings.…”
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Soil moisture-based drought monitoring using remote sensing over Africa by Lu, Catherine S.

“…This data was applied at the continental, regional, and country level to reconstruct historical records of drought throughout the SMAP time record (time series) and localities of drought intensities for a given time period (drought maps). Additionally, a methodology of exponential time filtering is explored to convert surface soil moisture from SMAP into root-zone soil moisture, which can be more relevant for agricultural production. …”
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Understanding tumor cell plasticity in spatial transcriptomics with graph attention networks and walk-based pseudotime analysis by Zamora, Izabella

“…The utility of our approach is validated in model systems, specifically in the brain and colon, where it successfully identifies biologically relevant neighborhoods and maps differentiation pathways. When applied to pancreatic ductal adenocarcinoma (PDAC), distinct, conserved neighborhoods within the tissue, including diverse immune and cancer clusters. …”
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Exploiting irregular parallelism to accelerate FPGA routing by Zhu, Alan Y.

“…Of particular relevance is the routing phase, which takes a circuit’s technology-mapped netlist and routes its signals using the switches and wires present on a given FPGA architecture, often with a target of minimizing critical path delay. …”
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Pico-Scale Science for Pedestrian-Scale Solutions (PSS4PSS): A Computational Toolbox Leveraging Molecular Simulation for Pedestrian Dynamics by Chen, Samuel, Collins, Emerson, Cheng, Vincent, Kramer, Kelby, Wang, Gerald

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Indoor localization using Wi-Fi by Siswanto, Hadi

“…An Android application is also developed to illustrate the usage of indoor localization. A map and the user’s estimated location will be shown in the application, and the user is able to get a navigation from their location to any point of interest inside the area of interest.…”
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Object counting for intelligent video surveillance by Zhang, Haobo

“…Convolutional neural network works well for regression or classification tasks, and it also proves its value in generating density maps. It builds an end-to-end regression method. …”
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Autonomous navigation system by Au, Yi Xian

“…When using multiple robots, the agents besides steer clear of obstacles but also prevent collisions with one another, the effects of having unknowledgeable or only vaguely understood maps and states estimate drift increases dramatically [11]. …”
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Object detection in car cabin environment by Lee, Wai Yeong

“…The results were satisfactory, with the EfficientDet-D3 achieving a COCO mAP score of 64.6 on the manually annotated Drive & Act dataset with a latency of 35.4ms.…”
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Beamforming optimization using deep neural networks for 5G wireless communication by Ong, Jie Chung

“…A parameterised millimeter-wave (mmWave) MIMO dataset that can map realistic channels from outdoor environment conditions is explored and used to train and test the DNN model. …”
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Unmanned aerial vehicle (UAV) vision: tiny object detection by Dai, Yalun

“…Unlike conventional methods that rely on low-resolution feature maps for localization, AROD employs a high-resolution heatmap generator to improve the localization of tiny objects. …”
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2D/3D staircase detection and localization by Wang, Sisong

“…“V-disparity” can locate 3D planes quickly from disparity maps. However, its inherent drawbacks impede it from being used in wider applications. …”
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Aggregating and analyzing Indian political tweets by Chirag Ruhela

“…The dimensionality reduction of the data set has been done using Scatterplot visualization of tweet sentiments alongside topic clusters. Heat Maps and Word Clouds have been used to simplify the data consumption. …”
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Computational analysis and prediction of specific genomic regions forming R-loop structure and chromosomal variations associated with cancer by Wongsurawat, Thidathip

“…Most (60%) of human and mouse genes contain RLFSs, and 11,773 evolutionarily conserved RLFSs map to 7,630 protein-coding genes and 117 ncRNA genes. …”
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舞出言语 : 语音与肢体动作之间的跨感官对应关系 = Dancing to tongues : an investigation of crossmodal correspondence between speech sounds and body movements by 黄锦程 Ng, Gim Thia

“…Results show that participants in both language groups were able to reliably match the correct movement to its corresponding sound, even when looking at rhythm or phoneme trials alone, thereby indicating a high degree of intersensory mappings across visual, auditory and kinaesthetic domains.…”
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Tourist perceptions on Singapore in comparison with other south-east Asian countries by Cheong, Chiew Peng, Soh, Tracie Yan Ai, Wan, Jeanny Shih Chin

“…Results from the questionnaires were used to plot a perceptual map, to compute the attributes of the six countries/regions, namely Hong Kong, Indonesia, Malaysia, Philippines, Singapore and Thailand, and to find out the overall attitude towards each countries/regions. …”
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Confined biofilm culture and flow in microfluidic channel by Lim, Chun Ping

“…Furthermore, characteristic and maps of the chaotic flows were constructed which can be employed to generate a defined chaotic flow to study biofilm systematically.…”
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Axisymmetric plastic expansion of a cylindrical hole in isotropic metallic foam by Yu, T. X., Lu, G., Fan, Zhihua.

“…Furthermore, foam densification is observed from finite element analysis and a map is obtained showing the evolution of the three deforming zones, i.e. elastic, plastic and densification of the foam, when the applied pressure increases.…”
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Wild ways: a scoping review on influencing urban-rewilding behaviour in relation to adaptations to private gardens by Moxon, Sian, Webb, Justin, Semertzi, Alexandros, Samangooei, Mina

“…This paper presents a scoping review of the existing literature on influencing intent-orientated, pro-environmental behaviours with a focus on rewilding in urban gardens, building on the authors’ preceding paper on understanding the behaviour of rewilding in urban gardens. The literature is mapped to assess the state of knowledge and coded using the Behaviour Change Wheel intervention model, to identify the intervention functions (education, training, persuasion, incentivisation, coercion, enablement, modelling, environmental restructuring and restriction) and policy categories (environmental/social planning, communication/marketing, legislation, service provision, regulation, fiscal measures and guidelines) that may influence residents engaging in rewilding activity in their gardens. …”
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