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Research ArticleOpen accessIn the keywordsMachine Learning and Deep Learning for Phishing Email Classification using One-Hot EncodingSikha Bagui, Debarghya Nandi, Subhash Bagui, Robert Jamie WhiteRepresentation of text is a significant task in Natural Language Processing (NLP) and in recent years Deep Learning (DL) and Machine Learning (ML) have been widely used in various NLP tasks like topic classification, sentiment analysis and language translation. Until very recently, little work has been devoted to semantic analysis in phishing detection or phishing email detection. The novelty of … …Journal of Computer Science, Vol. 17, Issue 7 · 23 Jul 2021 · 10,940 accessesView PDFCite
Research ArticleOpen accessIn the keywordsPerformance Evaluation of Deep Learning Networks on Printed Odia CharactersSanjibani Sudha Pattanayak, Sateesh Kumar Pradhan, Ramesh Chandra MalikDeep machine learning includes a series of layers to mimic the working of the human brain for taking a decision. Deep learning networks have shown good results in character recognition in the past. This paper evaluates the performance of different deep learning networks like Convolutional Neural Network (CNN), Long Short-Term Memory (LSTM) based recurrent neural network and Convolutional LSTM on … …Journal of Computer Science, Vol. 16, Issue 7 · 25 Jul 2020 · 6,791 accessesView PDFCite
Research ArticleOpen accessIn the keywordsAdvanced Manufacturing for Novel Materials in Industrial Design ApplicationsFrancesco Tamburrino, Antonio Apicella, Raffaella Aversa, Florian Ion Tiberiu PetrescuThe research presented starts with a focus on Smart Materials, or rather materials with properties that react to external stimuli (temperature, electric or magnetic field, pH or mechanical stress, for example) related to the environmental changes, modifying one or some of their own properties (mechanical, electrical, appearance, etc.). Afterward, one category of Smart Materials, Shape Memory Alloys (SMAs), has been … …American Journal of Engineering and Applied Sciences, Vol. 11, Issue 2 · 30 May 2018 · 8,540 accessesView PDFCite
Review ArticleOpen accessIn the keywordsBiomechanically Inspired Machines, Driven by Muscle Like Acting NiTi AlloysAntonio Apicella, Raffaella Aversa, Florian Ion Tiberiu PetrescuThe Shape of the Memory Alloy (SMA) is a very promising class of metallic materials with interesting non-linear properties such as Pseudo-Elasticity (PE), memory (MEM) and damping capacity due to high mechanical hysteresis and internal friction. Research shows a bioinventory approach to Shape Memory Alloy (SMA) design, a class of intelligent materials capable of reacting to a pulse (thermal for … …American Journal of Engineering and Applied Sciences, Vol. 11, Issue 2 · 23 May 2018 · 8,288 accessesView PDFCite
Research ArticleOpen accessIn the keywordsEffect of Bisphenol a on Passive Avoidance Performance in Male RatsMahnaz Taherianfard, Bita Geramizadeh, Mehrzad Banihashemi et al.Bisphenol A (BPA) is used to manufacture polycarbonate plastic products in resins lining metal cans, in dental sealants and in blends with other types of plastic products. In sharp contrast, there are many published studies that BPA has a wide range of significant adverse effects including structural and neurochemical changes throughout the brain associated with behavioral changes, such as hyperactivity, … …Current Research in Medicine, Vol. 4, Issue 2 · 10 Dec 2013 · 7,225 accessesView PDFCite
Research ArticleOpen accessIn the keywordsAnti-Stress Effects of Kaempferia parviflora in Immobilization Subjected RatsJintanaporn Wattanathorn, Terdthai Tong-un, Supaporn Muchimapura et al.It is well known that intense and prolonged stress can produce hippocampal neuronal damage and cognitive impairments, few studies have investigated possible ways to prevent its deleterious effects. Here, we investigated the neuroprotective effects of a Thai traditional herb, Kaempferia Parviflora (KP) extract, commonly known as Kra-Chai-Dum, on learning and memory loss and the induction of neurodegeneration in the hippocampus … …American Journal of Pharmacology and Toxicology, Vol. 8, Issue 1 · 14 May 2013 · 8,683 accessesView PDFCite
Research ArticleOpen accessIn the keywordsIs Cancer Recurrence Postponed By a Treatment? A New Model AnswersRamalingam ShanmugamDuring a treatment period of a cancer patient, the medical team ponders over a question: Is patient’s cancer recurrence significantly postponed by the medication, even if the illness is not completely cured? This question could be answered with data evidence if the data are analyzed with an appropriate model and a suitable methodology. A scanning of the literature reveals that … …Current Research in Medicine, Vol. 4, Issue 1 · 26 Mar 2013 · 6,894 accessesView PDFCite
Research ArticleOpen accessIn the keywordsThe Cognitive Enhancing Effect of Tomato PomaceWipawee Thukhammee, Jintanaporn Wattanathorn, Supaporn Muchimapura et al.Poor learning abilities and impaired memory are increasing their importance in accompany with the increased elderly population and stress exposure. Therefore, the development of cognitive enhancement is required. Recent findings showed that oxidative stress played the important role on the development of cognitive impairment in various conditions. Therefore the development of cognitive enhancer from vegetable possessing antioxidant is focused. The … …American Journal of Applied Sciences, Vol. 9, Issue 11 · 31 Aug 2012 · 7,026 accessesView PDFCite
Research ArticleOpen accessIn the keywordsSilkworm Pupae Protect Against Alzheimer’s DiseaseJintanaporn Wattanathorn, Supaporn Muchimapura, Artit Boosel et al.Silkworm (Bombyx mori) pupae have long been used as food and medicine in Asian countries. It is reputed for the treatment of numerous neurological disorders related to oxidative stress including stroke. Therefore, we hypothesized that silkworm pupae could attenuate memory impairment and neurodegeneration in Alzheimer’s disease. In the present study, we determined the effect of silkworm pupae on the neurodegeneration … …American Journal of Agricultural and Biological Sciences, Vol. 7, Issue 3 · 16 Aug 2012 · 9,701 accessesView PDFCite
Research ArticleOpen accessIn the keywordsThe Functional Effect of Kaempferia Parviflora on Ischemic Stroke in RatsWathita Phachonpai, Sinthuporn Maharun, Terdthai Tong-Un et al.Problem statement: Oxidative stress has been implicated as important factors in the pathogenesis of cerebral ischemia-induced behavioral deficits particularly memory. Growing attention is being paid to traditional medicinal plants possessing antioxidant activity, as they have been proved therapeutically/prophylactically fruitful against stroke condition. Present study provides evidence of the neroprotective effects of a Thai traditional herb, Kaempferia Parviflora (KP) extract, against … …American Journal of Agricultural and Biological Sciences, Vol. 7, Issue 2 · 16 Mar 2012 · 8,742 accessesView PDFCite