Robust Intelligent Malware Detection Using Deep Learning von Vinayakumar, R., Alazab, Mamoun, Soman, K. P., Poornachandran, Prabaharan, Venkatraman, Sitalakshmi

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Deep Learning Approach for Intelligent Intrusion Detection System von Vinayakumar, R., Alazab, Mamoun, Soman, K. P., Poornachandran, Prabaharan, Al-Nemrat, Ameer, Venkatraman, Sitalakshmi

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Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram von M., Ganeshkumar, Ravi, Vinayakumar, V, Sowmya, E.A, Gopalakrishnan, K.P, Soman

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Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images von Prakash, J. Arun, Ravi, Vinayakumar, Sowmya, V., Soman, K. P.

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Dynamic Mode Decomposition based salient edge/region features for content based image retrieval von Sikha O, K, Soman K, P

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Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning von Ravi, Vinayakumar, Alazab, Mamoun, Srinivasan, Sriram, Arunachalam, Ajay, Soman, K. P.

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Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach von Sreelakshmi, K., Premjith, B., Chakravarthi, Bharathi Raja, Soman, K. P.

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A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs): Deep Learning for N-IDSs von Poornachandran, Prabaharan, Vinayakumar R, Soman KP

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Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures von Arun Prakash, J, Asswin, CR, Ravi, Vinayakumar, Sowmya, V, Soman, KP

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A Non-exclusive Multi-class Convolutional Neural Network for the Classification of Functional Requirements in AUTOSAR Software Requirement Specification text von Jp, Sanjanasri, Menon, Vijay Krishna, Kp, Soman, Atul, Kr.Ojha

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Significance of processing chrominance information for scene classification: a review von Sowmya, V., Govind, D., Soman, K. P.

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A data-driven hybrid methodology using randomized low-rank DMD approximation and flat-top FIR filter for voltage fluctuations monitoring in grid-connected distributed generation sy... von Mohan, Neethu, Sachin Kumar, S, Soman, K P, Sujadevi, V G, Poornachandran, Prabaharan, Rajendra Acharya, U

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Detecting malicious domain names using deep learning approaches at scale von Vinayakumar, R., Soman, K.P., Poornachandran, Prabaharan

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DeepAirNet: Applying Recurrent Networks for Air Quality Prediction von V, Athira, P, Geetha, R, Vinayakumar, K P, Soman

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Evaluating deep learning approaches to characterize and classify malicious URL’s von Vinayakumar, R., Soman, K.P., Poornachandran, Prabaharan

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INFLUENCE OF ADDITIONAL SPECTRAL BANDS FOR EPIPHYTE SEGMENTATION ON DRU-NET von Menon, A. K., Sajith Variyar, V. V., Sivanpillai, R., Sowmya, V., Brown, G. K., Soman, K. P.

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IDENTIFYING EPIPHYTES IN DRONES PHOTOS WITH A CONDITIONAL GENERATIVE ADVERSARIAL NETWORK (C-GAN) von Shashank, A., Sajithvariyar, V. V., Sowmya, V., Soman, K. P., Sivanpillai, R., Brown, G. K.

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An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) – 2017 von Kumar, M. Anand, Premjith, B., Singh, Shivkaran, Rajendran, S., Soman, K. P.

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A data-driven technique for harmonics monitoring in emerging power grids using noise-aware dynamic mode decomposition von Mohan, Neethu, Soman, K P

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A comparison between steepest descent and non-linear conjugate gradient algorithms for binding energy minimization of organic molecules von Akshaya, J, Rahul, G, Rishi Karthigayan, S, Rishekesan, S V, Harischander, A, Sachin Kumar, S, Soman, KP

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