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23 articles for “spatial memory”

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Research ArticleOpen accessIn the abstractA Data Mining Driven Framework for Image-Based Crop Stress Analysis Using IPCA, FP-Growth, ConvLSTM, and Sequential ModelsA. Josephine, A. SubhashiniDetecting crop stress before it becomes serious has a major impact on the food supply. It helps in avoiding the loss of crops, increases productivity and helps farmers to practice precision farming. Most technologies today are designed specifically to either detect crop stress or to predict how well the crop will grow. Many of the technologies do not combine the … …Journal of Computer Science, Vol. 22, Issue 8 · 21 Aug 2026 · 922 accessesView PDFCite
Research ArticleOpen accessIn the abstractRecognizing Sign Language Gestures Using a Hybrid Spatio-Temporal Deep Learning ModelMeryem Cherrate, My Abdelouahed Sabri, Ali Yahyaouy, Abdellah AarabRecognizing gestures in American Sign Language (ASL) from video data presents significant challenges due to the intricate combination of hand gestures, facial cues, and body motion. In this work, we introduce a hybrid deep learning framework that integrates Convolutional Neural Networks (CNNs) for extracting spatial characteristics with Long Short-Term Memory (LSTM) networks for capturing temporal sequences. The model was trained … …Journal of Computer Science, Vol. 21, Issue 12 · 23 Jan 2026 · 2,048 accessesView PDFCite
Research ArticleOpen accessIn the abstractDeep Learning Synergy: CNNs and Transformers for Epidemic Outbreak ForecastingAlexander R., Shakthi Priya V., Sumathi G. et al.An Accurate prediction of outbreaks is extremely crucial for taking proactive public health interventions, distributing limited resources, and controlling a disease. This paper assesses and also compares the performances of the available deep learning models, namely, Convolutional Neural Network (CNN), Long Short-Term Memory (LSTM) networks, and Bidirectional Long Short-Term Memory (BiLSTM) networks, in predicting. CNNs are best for feature extraction … …Journal of Computer Science, Vol. 21, Issue 12 · 23 Jan 2026 · 2,113 accessesView PDFCite
Research ArticleOpen accessIn the abstractAndroid Based Energy Aware Framework for Porting Legacy ApplicationsNaeem Zafar AzeemiTrend is growing towards using complex multimedia functions on smaller devices. In this study, we explore the effect of migrating legacy signal processing software applications algorithms from large form factor devices to the smaller one such as handheld mobile devices known as Energy Conscious Mobile Computing Systems (EConMCS). We concentrate on Source Code Volatility (SCV), including inherent algorithm complexity and … …American Journal of Applied Sciences, Vol. 11, Issue 12 · 3 Jan 2015 · 6,288 accessesView PDFCite
Research ArticleOpen accessIn the abstractAn Efficient Algorithm for Mining Spatially Co-located Moving ObjectsG. Manikandan, S. SrinivasanMining co-location patterns from spatial databases may disclose the types of spatial features which are likely located as neighbors’ in space. Accordingly, we present an algorithm previously for mining spatially co-located moving objects using spatial data mining techniques and Prim’s Algorithm. In the previous technique, the scanning of database to mine the spatial co-location patterns took much computational cost. In … …American Journal of Applied Sciences, Vol. 10, Issue 3 · 2 Mar 2013 · 6,649 accessesView PDFCite
Research ArticleOpen accessIn the abstractMulberry Fruits Extract Mitigate Vascular DementiaPratchaya Kaewkaen, Jintanaporn Wattanathorn, Terdthai Thong-Un et al.To date, Vascular Dementia (VaD) is the second most commonly found dementia following Alzheimer�s disease. Though VaD is still increasing its importance, the therapeutic efficacy is still not in satisfaction level. Therefore, the searching for an acceptable cheap and safe neuroprotective agent is in a great demand. Based on the neuroprotective and cognitive enhancing effects in alcohol neurotoxicity of mulberry … …American Journal of Applied Sciences, Vol. 9, Issue 11 · 1 Sep 2012 · 6,967 accessesView PDFCite
Research ArticleOpen accessIn the abstractEffects of Mulberry Fruit Powder in Animal Model of StrokePratchaya Kaewkaen, Terdthai Tong-Un, Jintanaporn Wattanathorn et al.Stroke is the leading cause of death and the important cause of disability worldwide. Presently, the effectiveness of therapeutic strategy is still very limited. Based on the role neuroprotective effect of substance possessing antioxidant effect previously reported, we hypothesized mulberry fruit a substance possessing anti-oxidant activity, might be able to protect against cognitive impairment induced by stroke or cerebral ischemia. … …American Journal of Agricultural and Biological Sciences, Vol. 7, Issue 3 · 15 Aug 2012 · 9,039 accessesView PDFCite
Research ArticleOpen accessIn the abstractAn Efficient Bayesian Nearest Neighbor Search Using Marginal Object Weight Ranking Scheme in Spatial DatabasesK. Balasaravanan, K. DuraiswamyProblem statement: A database that is optimized to store and query data that is related to objects in space, including points, lines and polygons is called spatial database. Identifying nearest neighbor object search is a vital part of spatial database. Many nearest neighbor search techniques such as Authenticated Multi-step NN (AMNN), Superseding Nearest Neighbor (SNN) search, Bayesian Nearest Neighbor (BNN) … …Journal of Computer Science, Vol. 8, Issue 8 · 30 Jul 2012 · 7,149 accessesView PDFCite
Research ArticleOpen accessIn the abstractNeuroprotective Effect against Alzheimer's Disease of Porcine Brain ExtractWipawee Thukham-Mee, Jintanaporn Wattanathorn, Supaporn Muchimapura, Chuleratana BunchonglikitkulProblem statement: Despite the increasing importance of Alzheimer’s disease, no effective therapeutic strategy is available. Therefore, neuroprotective strategy is still required. Recent findings show that numerous substances possessing antioxidant can improve neurodegeneration and memory impairment. Based on the antioxidant effect and its reputation to serve as brain tonic in traditional folklore, we hypothesized that porcine brain extract could mitigate neurodegeneration … …American Journal of Applied Sciences, Vol. 9, Issue 5 · 5 Mar 2012 · 8,243 accessesView PDFCite
Research ArticleOpen accessIn the abstractMulberry Fruit Mitigates Alcohol Neurotoxicity and Memory Impairment Induced by Chronic Alcohol IntakeJintanaporn Wattanathorn, Nattaporn Phunchago, Supaporn Muchimapura et al.Problem statement: To date, the therapeutic strategy efficacy against memory impairment induced by alcohol intoxication is still limited. The novel therapeutic strategy which is easy to approach, less toxic and less cost is required. Based on the role of oxidative stress in memory impairment induced by alcohol, the neuroprotective effect of substance possessing antioxidant has gained much attention. Therefore, we … …American Journal of Applied Sciences, Vol. 9, Issue 4 · 8 Feb 2012 · 9,328 accessesView PDFCite