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BibTeX records: Vinaykumar R.
@article{DBLP:journals/bspc/HJARAS24, author = {Sharen H and Malathy Jawahar and L. Jani Anbarasi and Vinayakumar Ravi and Norah Saleh Alghamdi and Wael Suliman}, title = {FDUM-Net: An enhanced {FPN} and U-Net architecture for skin lesion segmentation}, journal = {Biomed. Signal Process. Control.}, volume = {91}, pages = {106037}, year = {2024}, url = {https://doi.org/10.1016/j.bspc.2024.106037}, doi = {10.1016/J.BSPC.2024.106037}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bspc/HJARAS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cee/SMPRGA24, author = {Sannidhan M. S and Jason Elroy Martis and K. N. Pallavi and Vinayakumar Ravi and Harinahalli Lokesh Gururaj and Tahani Jaser Alahmadi}, title = {Genetic algorithms and deep learning for unique facial landmark-based key generation}, journal = {Comput. Electr. Eng.}, volume = {118}, pages = {109427}, year = {2024}, url = {https://doi.org/10.1016/j.compeleceng.2024.109427}, doi = {10.1016/J.COMPELECENG.2024.109427}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cee/SMPRGA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/LSRAP24, author = {Srividhya L and V. Sowmya and Vinaykumar Ravi and Gopalakrishnan E. A and Soman K. P}, title = {Deep learning-based approach for multi-stage diagnosis of Alzheimer's disease}, journal = {Multim. Tools Appl.}, volume = {83}, number = {6}, pages = {16799--16822}, year = {2024}, url = {https://doi.org/10.1007/s11042-023-16026-0}, doi = {10.1007/S11042-023-16026-0}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mta/LSRAP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/JawaharAAR24, author = {Malathy Jawahar and L. Jani Anbarasi and S. Mahesh Anand and Vinayakumar Ravi}, title = {Intelligent leather defect classification using Fourier angular radial partitioning algorithm with ensemble classifier}, journal = {Multim. Tools Appl.}, volume = {83}, number = {13}, pages = {38857--38882}, year = {2024}, url = {https://doi.org/10.1007/s11042-023-16224-w}, doi = {10.1007/S11042-023-16224-W}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/JawaharAAR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/Ravi24, author = {Vinayakumar Ravi}, title = {Deep learning-based network intrusion detection in smart healthcare enterprise systems}, journal = {Multim. Tools Appl.}, volume = {83}, number = {13}, pages = {39097--39115}, year = {2024}, url = {https://doi.org/10.1007/s11042-023-17300-x}, doi = {10.1007/S11042-023-17300-X}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/Ravi24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/SSAR24, author = {Sapna S and Sandhya S and Vasundhara Acharya and Vinayakumar Ravi}, title = {Apple foliar leaf disease detection through improved capsule neural network architecture}, journal = {Multim. Tools Appl.}, volume = {83}, number = {16}, pages = {48585--48605}, year = {2024}, url = {https://doi.org/10.1007/s11042-023-17463-7}, doi = {10.1007/S11042-023-17463-7}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/SSAR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcss/PandiancherySGRS24, author = {Mredulraj S. Pandianchery and V. Sowmya and E. A. Gopalakrishnan and Vinayakumar Ravi and K. P. Soman}, title = {Centralized {CNN-GRU} Model by Federated Learning for {COVID-19} Prediction in India}, journal = {{IEEE} Trans. Comput. Soc. Syst.}, volume = {11}, number = {1}, pages = {1362--1371}, year = {2024}, url = {https://doi.org/10.1109/TCSS.2023.3250656}, doi = {10.1109/TCSS.2023.3250656}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcss/PandiancherySGRS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wpc/AzzaouiBPAR24, author = {Hanane Azzaoui and Akram Zine Eddine Boukhamla and Pericle Perazzo and Mamoun Alazab and Vinayakumar Ravi}, title = {A Lightweight Cooperative Intrusion Detection System for RPL-based IoT}, journal = {Wirel. Pers. Commun.}, volume = {134}, number = {4}, pages = {2235--2258}, year = {2024}, url = {https://doi.org/10.1007/s11277-024-11009-2}, doi = {10.1007/S11277-024-11009-2}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wpc/AzzaouiBPAR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-14757, author = {Jayanth M and Arrun Sivasubramanian and V. Sowmya and Vinayakumar Ravi}, title = {Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable {AI}}, journal = {CoRR}, volume = {abs/2407.14757}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.14757}, doi = {10.48550/ARXIV.2407.14757}, eprinttype = {arXiv}, eprint = {2407.14757}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-14757.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cem/NarasimhanRM23, author = {Harini Narasimhan and Vinayakumar Ravi and Nazeeruddin Mohammad}, title = {Unsupervised Deep Learning Approach for In-Vehicle Intrusion Detection System}, journal = {{IEEE} Consumer Electron. Mag.}, volume = {12}, number = {1}, pages = {103--108}, year = {2023}, url = {https://doi.org/10.1109/MCE.2021.3116923}, doi = {10.1109/MCE.2021.3116923}, timestamp = {Sun, 15 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cem/NarasimhanRM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ci/RaviA23, author = {Vinayakumar Ravi and Mamoun Alazab}, title = {Attention-based convolutional neural network deep learning approach for robust malware classification}, journal = {Comput. Intell.}, volume = {39}, number = {1}, pages = {145--168}, year = {2023}, url = {https://doi.org/10.1111/coin.12551}, doi = {10.1111/COIN.12551}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ci/RaviA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cluster/RaviAA23, author = {Vinayakumar Ravi and Vasundhara Acharya and Mamoun Alazab}, title = {A multichannel EfficientNet deep learning-based stacking ensemble approach for lung disease detection using chest X-ray images}, journal = {Clust. Comput.}, volume = {26}, number = {2}, pages = {1181--1203}, year = {2023}, url = {https://doi.org/10.1007/s10586-022-03664-6}, doi = {10.1007/S10586-022-03664-6}, timestamp = {Tue, 28 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cluster/RaviAA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comcom/ChagantiBR23, author = {Rajasekhar Chaganti and Bharat Bhushan and Vinayakumar Ravi}, title = {A survey on Blockchain solutions in DDoS attacks mitigation: Techniques, open challenges and future directions}, journal = {Comput. Commun.}, volume = {197}, pages = {96--112}, year = {2023}, url = {https://doi.org/10.1016/j.comcom.2022.10.026}, doi = {10.1016/J.COMCOM.2022.10.026}, timestamp = {Sun, 25 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/comcom/ChagantiBR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/concurrency/RamaiahCR23, author = {Mangayarkarasi Ramaiah and Vanmathi Chandrasekaran and Vinayakumar Ravi}, title = {A robust malware traffic classifier to combat security breaches in industry 4.0 applications}, journal = {Concurr. Comput. Pract. Exp.}, volume = {35}, number = {23}, year = {2023}, url = {https://doi.org/10.1002/cpe.7772}, doi = {10.1002/CPE.7772}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/concurrency/RamaiahCR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/PrakashAKDR0GP23, author = {J. Arun Prakash and CR Asswin and K. S. Dharshan Kumar and Avinash Dora and Vinayakumar Ravi and V. Sowmya and E. A. Gopalakrishnan and Soman K. P.}, title = {Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep {CNN} architectures}, journal = {Eng. Appl. Artif. Intell.}, volume = {123}, number = {Part {B}}, pages = {106416}, year = {2023}, url = {https://doi.org/10.1016/j.engappai.2023.106416}, doi = {10.1016/J.ENGAPPAI.2023.106416}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eaai/PrakashAKDR0GP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ett/NayagiGRVS23, author = {D. Salangai Nayagi and Sivasankari G. G and Vinayakumar Ravi and K. R. Venugopal and Sankar Sennan}, title = {Fault tolerance aware workload resource management technique for real-time workload in heterogeneous computing environment}, journal = {Trans. Emerg. Telecommun. Technol.}, volume = {34}, number = {3}, year = {2023}, url = {https://doi.org/10.1002/ett.4703}, doi = {10.1002/ETT.4703}, timestamp = {Tue, 28 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ett/NayagiGRVS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijait/BhuyanR23, author = {Hemanta Kumar Bhuyan and Vinayakumar Ravi}, title = {An Integrated Framework with Deep Learning for Segmentation and Classification of Cancer Disease}, journal = {Int. J. Artif. Intell. Tools}, volume = {32}, number = {2}, pages = {2340002:1--2340002:29}, year = {2023}, url = {https://doi.org/10.1142/S021821302340002X}, doi = {10.1142/S021821302340002X}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijait/BhuyanR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcomsys/BabuSKR23, author = {M. Vasim Babu and Ramesh Sekaran and Suthendran Kannan and Vinayakumar Ravi}, title = {{CE2RV:} Commissioned energy-efficient virtualization for large-scale heterogeneous wireless sensor networks}, journal = {Int. J. Commun. Syst.}, volume = {36}, number = {9}, year = {2023}, url = {https://doi.org/10.1002/dac.5480}, doi = {10.1002/DAC.5480}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcomsys/BabuSKR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijin/MageshkumarSPRKR23, author = {Nagappan Mageshkumar and J. Swapna and A. Pandiaraj and Rajakumar Ramalingam and Moez Krichen and Vinayakumar Ravi}, title = {Hybrid cloud storage system with enhanced multilayer cryptosystem for secure deduplication in cloud}, journal = {Int. J. Intell. Networks}, volume = {4}, pages = {301--309}, year = {2023}, url = {https://doi.org/10.1016/j.ijin.2023.11.001}, doi = {10.1016/J.IJIN.2023.11.001}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijin/MageshkumarSPRKR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijst/MohantyBPRK23, author = {Ricky Mohanty and Hemanta Kumar Bhuyan and Subhendu Kumar Pani and Vinayakumar Ravi and Moez Krichen}, title = {Bird species recognition using spiking neural network along with distance based fuzzy co-clustering}, journal = {Int. J. Speech Technol.}, volume = {26}, number = {3}, pages = {681--694}, year = {2023}, url = {https://doi.org/10.1007/s10772-023-10040-1}, doi = {10.1007/S10772-023-10040-1}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijst/MohantyBPRK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/information/ChagantiSRD23, author = {Rajasekhar Chaganti and Wael Suliman and Vinayakumar Ravi and Amit Dua}, title = {Deep Learning Approach for SDN-Enabled Intrusion Detection System in IoT Networks}, journal = {Inf.}, volume = {14}, number = {1}, pages = {41}, year = {2023}, url = {https://doi.org/10.3390/info14010041}, doi = {10.3390/INFO14010041}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/information/ChagantiSRD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/information/KiranGAARS23, author = {Kiran Kiran and H. L. Gururaj and Meshari Almeshari and Yasser Alzamil and Vinayakumar Ravi and K. V. Sudeesh}, title = {Efficient {SCAN} and Chaotic Map Encryption System for Securing E-Healthcare Images}, journal = {Inf.}, volume = {14}, number = {1}, pages = {47}, year = {2023}, url = {https://doi.org/10.3390/info14010047}, doi = {10.3390/INFO14010047}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/information/KiranGAARS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/information/VelliangiriKRAA23, author = {S. Velliangiri and P. Karthikeyan and Vinayakumar Ravi and Meshari Almeshari and Yasser Alzamil}, title = {Intelligence Amplification-Based Smart Health Record Chain for Enterprise Management System}, journal = {Inf.}, volume = {14}, number = {5}, pages = {284}, year = {2023}, url = {https://doi.org/10.3390/info14050284}, doi = {10.3390/INFO14050284}, timestamp = {Thu, 15 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/information/VelliangiriKRAA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotm/RaviPA23, author = {Vinayakumar Ravi and Tuan D. Pham and Mamoun Alazab}, title = {Deep Learning-Based Network Intrusion Detection System for Internet of Medical Things}, journal = {{IEEE} Internet Things Mag.}, volume = {6}, number = {2}, pages = {50--54}, year = {2023}, url = {https://doi.org/10.1109/IOTM.001.2300021}, doi = {10.1109/IOTM.001.2300021}, timestamp = {Sat, 17 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotm/RaviPA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/istr/ChagantiRP23, author = {Rajasekhar Chaganti and Vinayakumar Ravi and Tuan D. Pham}, title = {A multi-view feature fusion approach for effective malware classification using Deep Learning}, journal = {J. Inf. Secur. Appl.}, volume = {72}, pages = {103402}, year = {2023}, url = {https://doi.org/10.1016/j.jisa.2022.103402}, doi = {10.1016/J.JISA.2022.103402}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/istr/ChagantiRP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/BhuyanVR23, author = {Hemanta Kumar Bhuyan and A. Vijayaraj and Vinayakumar Ravi}, title = {Development of secrete images in image transferring system}, journal = {Multim. Tools Appl.}, volume = {82}, number = {5}, pages = {7529--7552}, year = {2023}, url = {https://doi.org/10.1007/s11042-022-13677-3}, doi = {10.1007/S11042-022-13677-3}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/BhuyanVR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/PrakashARSS23, author = {J. Arun Prakash and CR Asswin and Vinayakumar Ravi and V. Sowmya and K. P. Soman}, title = {Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep {CNN} architectures}, journal = {Multim. Tools Appl.}, volume = {82}, number = {14}, pages = {21311--21351}, year = {2023}, url = {https://doi.org/10.1007/s11042-022-13844-6}, doi = {10.1007/S11042-022-13844-6}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/PrakashARSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/BhuyanSTR23, author = {Hemanta Kumar Bhuyan and M. Saikiran and Murchhana Tripathy and Vinayakumar Ravi}, title = {Wide-ranging approach-based feature selection for classification}, journal = {Multim. Tools Appl.}, volume = {82}, number = {15}, pages = {23277--23304}, year = {2023}, url = {https://doi.org/10.1007/s11042-022-14132-z}, doi = {10.1007/S11042-022-14132-Z}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/BhuyanSTR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/RaviC23, author = {Vinayakumar Ravi and Rajasekhar Chaganti}, title = {EfficientNet deep learning meta-classifier approach for image-based android malware detection}, journal = {Multim. Tools Appl.}, volume = {82}, number = {16}, pages = {24891--24917}, year = {2023}, url = {https://doi.org/10.1007/s11042-022-14236-6}, doi = {10.1007/S11042-022-14236-6}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/RaviC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/BhuyanVR23a, author = {Hemanta Kumar Bhuyan and A. Vijayaraj and Vinayakumar Ravi}, title = {Diagnosis system for cancer disease using a single setting approach}, journal = {Multim. Tools Appl.}, volume = {82}, number = {30}, pages = {46241--46267}, year = {2023}, url = {https://doi.org/10.1007/s11042-023-15478-8}, doi = {10.1007/S11042-023-15478-8}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/BhuyanVR23a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/JawaharAJLRC23, author = {Malathy Jawahar and L. Jani Anbarasi and S. Graceline Jasmine and Febin Daya John Lionel and Vinayakumar Ravi and Prasun Chakrabarti}, title = {Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network}, journal = {Multim. Tools Appl.}, volume = {82}, number = {30}, pages = {46651--46671}, year = {2023}, url = {https://doi.org/10.1007/s11042-023-15450-6}, doi = {10.1007/S11042-023-15450-6}, timestamp = {Sat, 09 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mta/JawaharAJLRC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/PrakashRSS23, author = {J. Arun Prakash and Vinayakumar Ravi and V. Sowmya and K. P. Soman}, title = {Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images}, journal = {Neural Comput. Appl.}, volume = {35}, number = {11}, pages = {8259--8279}, year = {2023}, url = {https://doi.org/10.1007/s00521-022-08099-z}, doi = {10.1007/S00521-022-08099-Z}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/PrakashRSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/soco/RaniKKRGM23, author = {Shalli Rani and Manpreet Kaur and Munish Kumar and Vinayakumar Ravi and Uttam Ghosh and Jnyana Ranjan Mohanty}, title = {Detection of shilling attack in recommender system for YouTube video statistics using machine learning techniques}, journal = {Soft Comput.}, volume = {27}, number = {1}, pages = {377--389}, year = {2023}, url = {https://doi.org/10.1007/s00500-021-05586-8}, doi = {10.1007/S00500-021-05586-8}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/soco/RaniKKRGM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/soco/MRSGSR23, author = {Ganeshkumar M. and Vinayakumar Ravi and V. Sowmya and E. A. Gopalakrishnan and K. P. Soman and M. Rupeshkumar}, title = {Two-stage deep learning model for automate detection and classification of lung diseases}, journal = {Soft Comput.}, volume = {27}, number = {21}, pages = {15563--15579}, year = {2023}, url = {https://doi.org/10.1007/s00500-023-09167-9}, doi = {10.1007/S00500-023-09167-9}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/soco/MRSGSR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcss/RaviPA23, author = {Vinayakumar Ravi and Tuan D. Pham and Mamoun Alazab}, title = {Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems}, journal = {{IEEE} Trans. Comput. Soc. Syst.}, volume = {10}, number = {4}, pages = {1597--1606}, year = {2023}, url = {https://doi.org/10.1109/TCSS.2022.3198123}, doi = {10.1109/TCSS.2022.3198123}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcss/RaviPA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/RaviASAS23, author = {Vinayakumar Ravi and Mamoun Alazab and Sriram Srinivasan and Ajay Arunachalam and K. P. Soman}, title = {Adversarial Defense: DGA-Based Botnets and {DNS} Homographs Detection Through Integrated Deep Learning}, journal = {{IEEE} Trans. Engineering Management}, volume = {70}, number = {1}, pages = {249--266}, year = {2023}, url = {https://doi.org/10.1109/TEM.2021.3059664}, doi = {10.1109/TEM.2021.3059664}, timestamp = {Sun, 25 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tem/RaviASAS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/BhuyanCPR23, author = {Hemanta Kumar Bhuyan and Chinmay Chakraborty and Subhendu Kumar Pani and Vinayakumar Ravi}, title = {Feature and Subfeature Selection for Classification Using Correlation Coefficient and Fuzzy Model}, journal = {{IEEE} Trans. Engineering Management}, volume = {70}, number = {5}, pages = {1655--1669}, year = {2023}, url = {https://doi.org/10.1109/TEM.2021.3065699}, doi = {10.1109/TEM.2021.3065699}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/BhuyanCPR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/ArunachalamRAP23, author = {Ajay Arunachalam and Vinayakumar Ravi and Vasundhara Acharya and Tuan D. Pham}, title = {Toward Data-Model-Agnostic Autonomous Machine-Generated Data Labeling and Annotation Platform: {COVID-19} Autoannotation Use Case}, journal = {{IEEE} Trans. Engineering Management}, volume = {70}, number = {8}, pages = {2695--2706}, year = {2023}, url = {https://doi.org/10.1109/TEM.2021.3094544}, doi = {10.1109/TEM.2021.3094544}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/ArunachalamRAP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/BhuyanR23, author = {Hemanta Kumar Bhuyan and Vinayakumar Ravi}, title = {Analysis of Subfeature for Classification in Data Mining}, journal = {{IEEE} Trans. Engineering Management}, volume = {70}, number = {8}, pages = {2732--2746}, year = {2023}, url = {https://doi.org/10.1109/TEM.2021.3098463}, doi = {10.1109/TEM.2021.3098463}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/BhuyanR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/AcharyaRPC23, author = {Vasundhara Acharya and Vinayakumar Ravi and Tuan D. Pham and Chinmay Chakraborty}, title = {Peripheral Blood Smear Analysis Using Automated Computer-Aided Diagnosis System to Identify Acute Myeloid Leukemia}, journal = {{IEEE} Trans. Engineering Management}, volume = {70}, number = {8}, pages = {2760--2773}, year = {2023}, url = {https://doi.org/10.1109/TEM.2021.3103549}, doi = {10.1109/TEM.2021.3103549}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/AcharyaRPC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/YadavMR023, author = {Pooja Yadav and Neeraj Menon and Vinayakumar Ravi and Sowmya Vishvanathan}, title = {Lung-GANs: Unsupervised Representation Learning for Lung Disease Classification Using Chest {CT} and X-Ray Images}, journal = {{IEEE} Trans. Engineering Management}, volume = {70}, number = {8}, pages = {2774--2786}, year = {2023}, url = {https://doi.org/10.1109/TEM.2021.3103334}, doi = {10.1109/TEM.2021.3103334}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/YadavMR023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/MR0AP23, author = {Ganeshkumar M. and Vinayakumar Ravi and V. Sowmya and Gopalakrishnan E. A and Soman K. P}, title = {Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram}, journal = {{IEEE} Trans. Engineering Management}, volume = {70}, number = {8}, pages = {2787--2799}, year = {2023}, url = {https://doi.org/10.1109/TEM.2021.3104751}, doi = {10.1109/TEM.2021.3104751}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/MR0AP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tem/RamzanARKAG23, author = {Sadia Ramzan and Aqsa Aqdus and Vinayakumar Ravi and Deepika Koundal and Rashid Amin and Mohammed A. Al Ghamdi}, title = {Healthcare Applications Using Blockchain Technology: Motivations and Challenges}, journal = {{IEEE} Trans. Engineering Management}, volume = {70}, number = {8}, pages = {2874--2890}, year = {2023}, url = {https://doi.org/10.1109/TEM.2022.3189734}, doi = {10.1109/TEM.2022.3189734}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tem/RamzanARKAG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tencon/SulimanRP23, author = {Wael Suliman and Vinayakumar Ravi and Tuan D. Pham}, title = {A Retrospective Study on Classifying Gait Signals Using Entropy Measures}, booktitle = {{IEEE} Region 10 Conference, {TENCON} 2023, Chiang Mai, Thailand, October 31 - Nov. 3, 2023}, pages = {948--953}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/TENCON58879.2023.10322319}, doi = {10.1109/TENCON58879.2023.10322319}, timestamp = {Sat, 02 Dec 2023 14:05:41 +0100}, biburl = {https://dblp.org/rec/conf/tencon/SulimanRP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/ChagantiBRMARLA22, author = {Rajasekhar Chaganti and Rajendra V. Boppana and Vinayakumar Ravi and Kashif Munir and Mubarak Almutairi and Furqan Rustam and Ernesto Lee and Imran Ashraf}, title = {A Comprehensive Review of Denial of Service Attacks in Blockchain Ecosystem and Open Challenges}, journal = {{IEEE} Access}, volume = {10}, pages = {96538--96555}, year = {2022}, url = {https://doi.org/10.1109/ACCESS.2022.3205019}, doi = {10.1109/ACCESS.2022.3205019}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/ChagantiBRMARLA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cee/RaviCA22, author = {Vinayakumar Ravi and Rajasekhar Chaganti and Mamoun Alazab}, title = {Recurrent deep learning-based feature fusion ensemble meta-classifier approach for intelligent network intrusion detection system}, journal = {Comput. Electr. Eng.}, volume = {102}, pages = {108156}, year = {2022}, url = {https://doi.org/10.1016/j.compeleceng.2022.108156}, doi = {10.1016/J.COMPELECENG.2022.108156}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cee/RaviCA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ci/RajendranBRS22, author = {Reenadevi Rajendran and Sathiyabhama Balasubramaniam and Vinayakumar Ravi and Sankar Sennan}, title = {Hybrid optimization algorithm based feature selection for mammogram images and detecting the breast mass using multilayer perceptron classifier}, journal = {Comput. Intell.}, volume = {38}, number = {4}, pages = {1559--1593}, year = {2022}, url = {https://doi.org/10.1111/coin.12522}, doi = {10.1111/COIN.12522}, timestamp = {Thu, 22 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ci/RajendranBRS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ci/YadavMRVP22, author = {Pooja Yadav and Neeraj Menon and Vinayakumar Ravi and Sowmya Vishvanathan and Tuan D. Pham}, title = {A two-stage deep learning framework for image-based android malware detection and variant classification}, journal = {Comput. Intell.}, volume = {38}, number = {5}, pages = {1748--1771}, year = {2022}, url = {https://doi.org/10.1111/coin.12532}, doi = {10.1111/COIN.12532}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ci/YadavMRVP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cluster/BhuyanRY22, author = {Hemanta Kumar Bhuyan and Vinayakumar Ravi and M. Srikanth Yadav}, title = {Multi-objective optimization-based privacy in data mining}, journal = {Clust. Comput.}, volume = {25}, number = {6}, pages = {4275--4287}, year = {2022}, url = {https://doi.org/10.1007/s10586-022-03667-3}, doi = {10.1007/S10586-022-03667-3}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cluster/BhuyanRY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comcom/RaviASC22, author = {Vinayakumar Ravi and Mamoun Alazab and Shymalagowri Selvaganapathy and Rajasekhar Chaganti}, title = {A Multi-View attention-based deep learning framework for malware detection in smart healthcare systems}, journal = {Comput. Commun.}, volume = {195}, pages = {73--81}, year = {2022}, url = {https://doi.org/10.1016/j.comcom.2022.08.015}, doi = {10.1016/J.COMCOM.2022.08.015}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/comcom/RaviASC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/compsec/YadavMRVP22, author = {Pooja Yadav and Neeraj Menon and Vinayakumar Ravi and Sowmya Vishvanathan and Tuan D. Pham}, title = {EfficientNet convolutional neural networks-based Android malware detection}, journal = {Comput. Secur.}, volume = {115}, pages = {102622}, year = {2022}, url = {https://doi.org/10.1016/j.cose.2022.102622}, doi = {10.1016/J.COSE.2022.102622}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/compsec/YadavMRVP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/compsec/ChagantiRP22, author = {Rajasekhar Chaganti and Vinayakumar Ravi and Tuan D. Pham}, title = {Deep learning based cross architecture internet of things malware detection and classification}, journal = {Comput. Secur.}, volume = {120}, pages = {102779}, year = {2022}, url = {https://doi.org/10.1016/j.cose.2022.102779}, doi = {10.1016/J.COSE.2022.102779}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/compsec/ChagantiRP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/es/SureshkumarBRA22, author = {Vidhushavarshini Sureshkumar and Sathiyabhama Balasubramaniam and Vinayakumar Ravi and Ajay Arunachalam}, title = {A hybrid optimization algorithm-based feature selection for thyroid disease classifier with rough type-2 fuzzy support vector machine}, journal = {Expert Syst. J. Knowl. Eng.}, volume = {39}, number = {1}, year = {2022}, url = {https://doi.org/10.1111/exsy.12811}, doi = {10.1111/EXSY.12811}, timestamp = {Fri, 21 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/es/SureshkumarBRA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/es/RaviAP22, author = {Vinayakumar Ravi and Vasundhara Acharya and Tuan D. Pham}, title = {Attention deep learning-based large-scale learning classifier for Cassava leaf disease classification}, journal = {Expert Syst. J. Knowl. Eng.}, volume = {39}, number = {2}, year = {2022}, url = {https://doi.org/10.1111/exsy.12862}, doi = {10.1111/EXSY.12862}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/es/RaviAP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/es/RaviNP22, author = {Vinayakumar Ravi and Harini Narasimhan and Tuan D. Pham}, title = {A cost-sensitive deep learning-based meta-classifier for pediatric pneumonia classification using chest X-rays}, journal = {Expert Syst. J. Knowl. Eng.}, volume = {39}, number = {7}, year = {2022}, url = {https://doi.org/10.1111/exsy.12966}, doi = {10.1111/EXSY.12966}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/es/RaviNP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/Theivaprakasham22, author = {Hari Theivaprakasham and S. Darshana and Vinayakumar Ravi and V. Sowmya and E. A. Gopalakrishnan and K. P. Soman}, title = {Odonata identification using Customized Convolutional Neural Networks}, journal = {Expert Syst. Appl.}, volume = {206}, pages = {117688}, year = {2022}, url = {https://doi.org/10.1016/j.eswa.2022.117688}, doi = {10.1016/J.ESWA.2022.117688}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/Theivaprakasham22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ett/YaminiSSR22, author = {K. Anish Pon Yamini and Jesmitha Stephy and K. Suthendran and Vinayakumar Ravi}, title = {Improving routing disruption attack detection in MANETs using efficient trust establishment}, journal = {Trans. Emerg. Telecommun. Technol.}, volume = {33}, number = {5}, year = {2022}, url = {https://doi.org/10.1002/ett.4446}, doi = {10.1002/ETT.4446}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ett/YaminiSSR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fi/ChagantiVGGR22, author = {Rajasekhar Chaganti and Vijayakumar Varadarajan and Venkata Subbarao Gorantla and Thippa Reddy Gadekallu and Vinayakumar Ravi}, title = {Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture}, journal = {Future Internet}, volume = {14}, number = {9}, pages = {250}, year = {2022}, url = {https://doi.org/10.3390/fi14090250}, doi = {10.3390/FI14090250}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fi/ChagantiVGGR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcomsys/KrishnanSRr22, author = {Thiyagarajan Krishnan and Sankar Sennan and Vinayakumar Ravi and Dwarakacharla Harshavardhan reddy}, title = {A dual-band circular patch antenna using hexagon-shaped slots}, journal = {Int. J. Commun. Syst.}, volume = {35}, number = {9}, year = {2022}, url = {https://doi.org/10.1002/dac.5125}, doi = {10.1002/DAC.5125}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcomsys/KrishnanSRr22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcomsys/SudhakarKRRD22, author = {Tharuman Sudhakar and Sethuraman Sambath Kumar and Vinayakumar Ravi and Rajakumar Ramalingam and Sonu Dua}, title = {Neighborhood rough set-based route selection for mobile ad hoc networks}, journal = {Int. J. Commun. Syst.}, volume = {35}, number = {11}, year = {2022}, url = {https://doi.org/10.1002/dac.5178}, doi = {10.1002/DAC.5178}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcomsys/SudhakarKRRD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcse/EllouzeMKRB22, author = {Mourad Ellouze and Seifeddine Mechti and Moez Krichen and Vinayakumar Ravi and Lamia Hadrich Belguith}, title = {A deep learning approach for detecting the behaviour of people having personality disorders towards {COVID-19} from Twitter}, journal = {Int. J. Comput. Sci. Eng.}, volume = {25}, number = {4}, pages = {353--366}, year = {2022}, url = {https://doi.org/10.1504/IJCSE.2022.124553}, doi = {10.1504/IJCSE.2022.124553}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcse/EllouzeMKRB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/information/AmmaSRC22, author = {Narayanavadivoo Gopinathan Bhuvaneswari Amma and Velliangiri Sarveshwaran and Vinayakumar Ravi and Rajasekhar Chaganti}, title = {{LPCOCN:} {A} Layered Paddy Crop Optimization-Based Capsule Network Approach for Anomaly Detection at IoT Edge}, journal = {Inf.}, volume = {13}, number = {12}, pages = {587}, year = {2022}, url = {https://doi.org/10.3390/info13120587}, doi = {10.3390/INFO13120587}, timestamp = {Sun, 15 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/information/AmmaSRC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotm/RaviCA22, author = {Vinayakumar Ravi and Rajasekhar Chaganti and Mamoun Alazab}, title = {Deep Learning Feature Fusion Approach for an Intrusion Detection System in SDN-Based IoT Networks}, journal = {{IEEE} Internet Things Mag.}, volume = {5}, number = {2}, pages = {24--29}, year = {2022}, url = {https://doi.org/10.1109/IOTM.003.2200001}, doi = {10.1109/IOTM.003.2200001}, timestamp = {Thu, 22 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotm/RaviCA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/istr/ChagantiRP22, author = {Rajasekhar Chaganti and Vinayakumar Ravi and Tuan D. Pham}, title = {Image-based malware representation approach with EfficientNet convolutional neural networks for effective malware classification}, journal = {J. Inf. Secur. Appl.}, volume = {69}, pages = {103306}, year = {2022}, url = {https://doi.org/10.1016/j.jisa.2022.103306}, doi = {10.1016/J.JISA.2022.103306}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/istr/ChagantiRP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/itl/PatilBRBG22, author = {Rajlaxmi Patil and Rajshekhar Biradar and Vinayakumar Ravi and Poornima Biradar and Uttam Ghosh}, title = {Network traffic anomaly detection using {PCA} and BiGAN}, journal = {Internet Technol. Lett.}, volume = {5}, number = {1}, year = {2022}, url = {https://doi.org/10.1002/itl2.235}, doi = {10.1002/ITL2.235}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/itl/PatilBRBG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/itl/RawatSRG22, author = {Shisrut Rawat and Aishwarya Srinivasan and Vinayakumar Ravi and Uttam Ghosh}, title = {Intrusion detection systems using classical machine learning techniques vs integrated unsupervised feature learning and deep neural network}, journal = {Internet Technol. Lett.}, volume = {5}, number = {1}, year = {2022}, url = {https://doi.org/10.1002/itl2.232}, doi = {10.1002/ITL2.232}, timestamp = {Tue, 08 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/itl/RawatSRG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mms/RaviNCP22, author = {Vinayakumar Ravi and Harini Narasimhan and Chinmay Chakraborty and Tuan D. Pham}, title = {Deep learning-based meta-classifier approach for {COVID-19} classification using {CT} scan and chest X-ray images}, journal = {Multim. Syst.}, volume = {28}, number = {4}, pages = {1401--1415}, year = {2022}, url = {https://doi.org/10.1007/s00530-021-00826-1}, doi = {10.1007/S00530-021-00826-1}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mms/RaviNCP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/MadhuGRKSCK22, author = {Golla Madhu and A. Govardhan and Vinayakumar Ravi and Sandeep Kautish and B. Sunil Srinivas and Tanupriya Chaudhury and Manoj Kumar}, title = {DSCN-net: a deep Siamese capsule neural network model for automatic diagnosis of malaria parasites detection}, journal = {Multim. Tools Appl.}, volume = {81}, number = {23}, pages = {34105--34127}, year = {2022}, url = {https://doi.org/10.1007/s11042-022-13008-6}, doi = {10.1007/S11042-022-13008-6}, timestamp = {Thu, 15 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/MadhuGRKSCK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/MRSAPC22, author = {Ganesh Kumar M and Vinayakumar Ravi and V. Sowmya and Gopalakrishnan E. A and Soman K. P and Chinmay Chakraborty}, title = {Identification of intracranial haemorrhage {(ICH)} using ResNet with data augmentation using CycleGAN and {ICH} segmentation using SegAN}, journal = {Multim. Tools Appl.}, volume = {81}, number = {25}, pages = {36257--36273}, year = {2022}, url = {https://doi.org/10.1007/s11042-021-11478-8}, doi = {10.1007/S11042-021-11478-8}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/MRSAPC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/JawaharJRAJMSK22, author = {Malathy Jawahar and Prassanna Jayachandran and Vinayakumar Ravi and L. Jani Anbarasi and S. Graceline Jasmine and Manikandan Ramachandran and Ramesh Sekaran and Suthendran Kannan}, title = {Computer-aided diagnosis of {COVID-19} from chest X-ray images using histogram-oriented gradient features and Random Forest classifier}, journal = {Multim. Tools Appl.}, volume = {81}, number = {28}, pages = {40451--40468}, year = {2022}, url = {https://doi.org/10.1007/s11042-022-13183-6}, doi = {10.1007/S11042-022-13183-6}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/JawaharJRAJMSK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wpc/SathyamoorthyKD22, author = {Malathy Sathyamoorthy and Sangeetha Kuppusamy and Rajesh Kumar Dhanaraj and Vinayakumar Ravi}, title = {Improved K-Means Based {Q} Learning Algorithm for Optimal Clustering and Node Balancing in {WSN}}, journal = {Wirel. Pers. Commun.}, volume = {122}, number = {3}, pages = {2745--2766}, year = {2022}, url = {https://doi.org/10.1007/s11277-021-09028-4}, doi = {10.1007/S11277-021-09028-4}, timestamp = {Tue, 08 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/wpc/SathyamoorthyKD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wpc/YaminiSAR22, author = {K. Anish Pon Yamini and K. Suthendran and T. Arivoli and Vinayakumar Ravi}, title = {New Approach for Advanced Energy Efficiency in {MANET} {(AEE-M)} by Improving Optimized Link State Routing Protocol Version 2 (OLSRv2)}, journal = {Wirel. Pers. Commun.}, volume = {125}, number = {3}, pages = {2369--2392}, year = {2022}, url = {https://doi.org/10.1007/s11277-022-09663-5}, doi = {10.1007/S11277-022-09663-5}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wpc/YaminiSAR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/SulimanRLSP22, author = {Wael Suliman and Vinayakumar Ravi and Bin Luo and Xiao{-}Feng Sun and Tuan D. Pham}, title = {Convolutional Neural Networks and Support Vector Machines for Five-Year Survival Analysis of Metastatic Rectal Cancer}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua, Italy, July 18-23, 2022}, pages = {1--8}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IJCNN55064.2022.9892935}, doi = {10.1109/IJCNN55064.2022.9892935}, timestamp = {Mon, 10 Oct 2022 17:40:09 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/SulimanRLSP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-06997, author = {Mredulraj S. Pandianchery and Gopalakrishnan E. A and V. Sowmya and Vinayakumar Ravi and Soman K. P}, title = {Explainable {AI} Framework for {COVID-19} Prediction in Different Provinces of India}, journal = {CoRR}, volume = {abs/2201.06997}, year = {2022}, url = {https://arxiv.org/abs/2201.06997}, eprinttype = {arXiv}, eprint = {2201.06997}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-06997.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-03617, author = {Rajasekhar Chaganti and Bharat Bhushan and Vinayakumar Ravi}, title = {The role of Blockchain in DDoS attacks mitigation: techniques, open challenges and future directions}, journal = {CoRR}, volume = {abs/2202.03617}, year = {2022}, url = {https://arxiv.org/abs/2202.03617}, eprinttype = {arXiv}, eprint = {2202.03617}, timestamp = {Wed, 09 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-03617.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ett/RamaiahCRK21, author = {Mangayarkarasi Ramaiah and Vanmathi Chandrasekaran and Vinayakumar Ravi and Neeraj Kumar}, title = {An intrusion detection system using optimized deep neural network architecture}, journal = {Trans. Emerg. Telecommun. Technol.}, volume = {32}, number = {4}, year = {2021}, url = {https://doi.org/10.1002/ett.4221}, doi = {10.1002/ETT.4221}, timestamp = {Tue, 05 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ett/RamaiahCRK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcomsys/NayagiGRVS21, author = {D. Salangai Nayagi and Sivasankari G. G and Vinayakumar Ravi and K. R. Venugopal and Sankar Sennan}, title = {{REERS:} Reliable and energy-efficient route selection algorithm for heterogeneous Internet of things applications}, journal = {Int. J. Commun. Syst.}, volume = {34}, number = {13}, year = {2021}, url = {https://doi.org/10.1002/dac.4900}, doi = {10.1002/DAC.4900}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcomsys/NayagiGRVS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijpcc/ChauhanBCMSR21, author = {Shaifali Chauhan and Richa Banerjee and Chinmay Chakraborty and Mohit Mittal and Atul Shiva and Vinayakumar Ravi}, title = {A self-congruence and impulse buying effect on user's shopping behaviour over social networking sites: an empirical study}, journal = {Int. J. Pervasive Comput. Commun.}, volume = {17}, number = {4}, pages = {404--425}, year = {2021}, url = {https://doi.org/10.1108/IJPCC-01-2021-0013}, doi = {10.1108/IJPCC-01-2021-0013}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijpcc/ChauhanBCMSR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcsm/SelvaganapathyS21, author = {Shymalagowri Selvaganapathy and G. Sudha Sadasivam and Vinayakumar Ravi}, title = {A Review on Android Malware: Attacks, Countermeasures and Challenges Ahead}, journal = {J. Cyber Secur. Mobil.}, volume = {10}, number = {1}, pages = {177--230}, year = {2021}, url = {https://doi.org/10.13052/jcsm2245-1439.1017}, doi = {10.13052/JCSM2245-1439.1017}, timestamp = {Mon, 20 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcsm/SelvaganapathyS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/AcharyaRM21, author = {Vasundhara Acharya and Vinayakumar Ravi and Nazeeruddin Mohammad}, title = {EfficientNet-based Convolutional Neural Networks for Malware Classification}, booktitle = {12th International Conference on Computing Communication and Networking Technologies, {ICCCNT} 2021, Kharagpur, India, July 6-8, 2021}, pages = {1--6}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCCNT51525.2021.9579750}, doi = {10.1109/ICCCNT51525.2021.9579750}, timestamp = {Thu, 25 Nov 2021 09:08:41 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/AcharyaRM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccel/GanesanRKVAK21, author = {Shamika Ganesan and Vinayakumar Ravi and Moez Krichen and V. Sowmya and Roobaea Alroobaea and Soman K. P.}, title = {Robust Malware Detection using Residual Attention Network}, booktitle = {{IEEE} International Conference on Consumer Electronics, {ICCE} 2021, Las Vegas, NV, USA, January 10-12, 2021}, pages = {1--6}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCE50685.2021.9427623}, doi = {10.1109/ICCE50685.2021.9427623}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccel/GanesanRKVAK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-02504, author = {Rajasekhar Chaganti and Vinayakumar Ravi and Mamoun Alazab and Tuan D. Pham}, title = {Stegomalware: {A} Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges}, journal = {CoRR}, volume = {abs/2110.02504}, year = {2021}, url = {https://arxiv.org/abs/2110.02504}, eprinttype = {arXiv}, eprint = {2110.02504}, timestamp = {Fri, 08 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-02504.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ict-express/RP20, author = {Vinayakumar R. and Soman K. P.}, title = {Siamese neural network architecture for homoglyph attacks detection}, journal = {{ICT} Express}, volume = {6}, number = {1}, pages = {16--19}, year = {2020}, url = {https://doi.org/10.1016/j.icte.2019.05.002}, doi = {10.1016/J.ICTE.2019.05.002}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ict-express/RP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wicomm/ShankarAVGMA20, author = {G. Siva Shankar and Ashokkumar Palanivinayagam and R. Vinayakumar and Uttam Ghosh and Wathiq Mansoor and Waleed S. Alnumay}, title = {An Embedded-Based Weighted Feature Selection Algorithm for Classifying Web Document}, journal = {Wirel. Commun. Mob. Comput.}, volume = {2020}, pages = {8879054:1--8879054:10}, year = {2020}, url = {https://doi.org/10.1155/2020/8879054}, doi = {10.1155/2020/8879054}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/wicomm/ShankarAVGMA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/SRAK20, author = {Sriram S and Vinayakumar R. and Mamoun Alazab and K. P. Soman}, title = {Network Flow based IoT Botnet Attack Detection using Deep Learning}, booktitle = {39th {IEEE} Conference on Computer Communications, {INFOCOM} Workshops 2020, Toronto, ON, Canada, July 6-9, 2020}, pages = {189--194}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162668}, doi = {10.1109/INFOCOMWKSHPS50562.2020.9162668}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/SRAK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/SRVAK20, author = {Sriram S and Vinayakumar R. and V. Sowmya and Mamoun Alazab and K. P. Soman}, title = {Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network}, booktitle = {39th {IEEE} Conference on Computer Communications, {INFOCOM} Workshops 2020, Toronto, ON, Canada, July 6-9, 2020}, pages = {740--745}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162661}, doi = {10.1109/INFOCOMWKSHPS50562.2020.9162661}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/SRVAK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/20/VinayakumarSP20, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, editor = {Brij B. Gupta and Gregorio Mart{\'{\i}}nez P{\'{e}}rez and Dharma P. Agrawal and Deepak Gupta}, title = {DeepDGA-MINet: Cost-Sensitive Deep Learning Based Framework for Handling Multiclass Imbalanced {DGA} Detection}, booktitle = {Handbook of Computer Networks and Cyber Security, Principles and Paradigms}, pages = {905--928}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-22277-2\_37}, doi = {10.1007/978-3-030-22277-2\_37}, timestamp = {Sun, 12 Nov 2023 02:22:31 +0100}, biburl = {https://dblp.org/rec/books/sp/20/VinayakumarSP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-00502, author = {Simran K and Sriram S and Vinayakumar R. and K. P. Soman}, title = {Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security}, journal = {CoRR}, volume = {abs/2004.00502}, year = {2020}, url = {https://arxiv.org/abs/2004.00502}, eprinttype = {arXiv}, eprint = {2004.00502}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-00502.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-00503, author = {Simran K and Prathiksha Balakrishna and Vinayakumar R. and K. P. Soman}, title = {Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream}, journal = {CoRR}, volume = {abs/2004.00503}, year = {2020}, url = {https://arxiv.org/abs/2004.00503}, eprinttype = {arXiv}, eprint = {2004.00503}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-00503.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-04812, author = {Simran K and Prathiksha Balakrishna and Vinayakumar R. and Soman K. P.}, title = {Deep Learning based Frameworks for Handling Imbalance in DGA, Email, and {URL} Data Analysis}, journal = {CoRR}, volume = {abs/2004.04812}, year = {2020}, url = {https://arxiv.org/abs/2004.04812}, eprinttype = {arXiv}, eprint = {2004.04812}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-04812.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/VinayakumarASPA19, author = {R. Vinayakumar and Mamoun Alazab and K. P. Soman and Prabaharan Poornachandran and Ameer Al{-}Nemrat and Sitalakshmi Venkatraman}, title = {Deep Learning Approach for Intelligent Intrusion Detection System}, journal = {{IEEE} Access}, volume = {7}, pages = {41525--41550}, year = {2019}, url = {https://doi.org/10.1109/ACCESS.2019.2895334}, doi = {10.1109/ACCESS.2019.2895334}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/VinayakumarASPA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/VinayakumarASPV19, author = {R. Vinayakumar and Mamoun Alazab and K. P. Soman and Prabaharan Poornachandran and Sitalakshmi Venkatraman}, title = {Robust Intelligent Malware Detection Using Deep Learning}, journal = {{IEEE} Access}, volume = {7}, pages = {46717--46738}, year = {2019}, url = {https://doi.org/10.1109/ACCESS.2019.2906934}, doi = {10.1109/ACCESS.2019.2906934}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/VinayakumarASPV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdcf/VinayakumarSP19, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs): Deep Learning for N-IDSs}, journal = {Int. J. Digit. Crime Forensics}, volume = {11}, number = {3}, pages = {65--89}, year = {2019}, url = {https://doi.org/10.4018/IJDCF.2019070104}, doi = {10.4018/IJDCF.2019070104}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdcf/VinayakumarSP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/istr/VenkatramanAV19, author = {Sitalakshmi Venkatraman and Mamoun Alazab and R. Vinayakumar}, title = {A hybrid deep learning image-based analysis for effective malware detection}, journal = {J. Inf. Secur. Appl.}, volume = {47}, pages = {377--389}, year = {2019}, url = {https://doi.org/10.1016/j.jisa.2019.06.006}, doi = {10.1016/J.JISA.2019.06.006}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/istr/VenkatramanAV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcsm/VinayakumarSPMK19, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran and Vysakh S. Mohan and Amara Dinesh Kumar}, title = {ScaleNet: Scalable and Hybrid Frameworkfor Cyber Threat Situational AwarenessBased on DNS, URL, and Email Data Analysis}, journal = {J. Cyber Secur. Mobil.}, volume = {8}, number = {2}, pages = {189--240}, year = {2019}, url = {https://doi.org/10.13052/jcsm2245-1439.823}, doi = {10.13052/JCSM2245-1439.823}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcsm/VinayakumarSPMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jifs/MohanVSS19, author = {Vysakh S. Mohan and R. Vinayakumar and V. Sowmya and K. P. Soman}, title = {Deep rectified system for high-speed tracking in images}, journal = {J. Intell. Fuzzy Syst.}, volume = {36}, number = {3}, pages = {1957--1965}, year = {2019}, url = {https://doi.org/10.3233/JIFS-169907}, doi = {10.3233/JIFS-169907}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jifs/MohanVSS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccc2/RAJKP19, author = {Vinayakumar R. and Mamoun Alazab and Alireza Jolfaei and Soman K. P. and Prabaharan Poornachandran}, title = {Ransomware Triage Using Deep Learning: Twitter as a Case Study}, booktitle = {Cybersecurity and Cyberforensics Conference, {CCC} 2019, Melbourne, Australia, May 8-9, 2019}, pages = {67--73}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/CCC.2019.000-7}, doi = {10.1109/CCC.2019.000-7}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccc2/RAJKP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/SVS19, author = {Naveenkumar K. S and R. Vinayakumar and K. P. Soman}, title = {Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning}, booktitle = {10th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2019, Kanpur, India, July 6-8, 2019}, pages = {1--5}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCCNT45670.2019.8944758}, doi = {10.1109/ICCCNT45670.2019.8944758}, timestamp = {Sun, 22 Mar 2020 17:01:59 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/SVS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sscc/SriramSVAS19, author = {S. Sriram and K. Simran and R. Vinayakumar and S. Akarsh and K. P. Soman}, editor = {Sabu M. Thampi and Gregorio Mart{\'{\i}}nez P{\'{e}}rez and Ryan K. L. Ko and Danda B. Rawat}, title = {Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment}, booktitle = {Security in Computing and Communications - 7th International Symposium, {SSCC} 2019, Trivandrum, India, December 18-21, 2019, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1208}, pages = {111--120}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-981-15-4825-3\_9}, doi = {10.1007/978-981-15-4825-3\_9}, timestamp = {Sun, 04 Aug 2024 19:43:36 +0200}, biburl = {https://dblp.org/rec/conf/sscc/SriramSVAS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sscc/SimranBVS19, author = {K. Simran and Prathiksha Balakrishna and R. Vinayakumar and K. P. Soman}, editor = {Sabu M. Thampi and Gregorio Mart{\'{\i}}nez P{\'{e}}rez and Ryan K. L. Ko and Danda B. Rawat}, title = {Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream}, booktitle = {Security in Computing and Communications - 7th International Symposium, {SSCC} 2019, Trivandrum, India, December 18-21, 2019, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1208}, pages = {135--145}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-981-15-4825-3\_11}, doi = {10.1007/978-981-15-4825-3\_11}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sscc/SimranBVS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-00297, author = {Vidya Prasad K and Akarsh S and R. Vinayakumar and Soman K. P}, title = {A Deep Learning Approach for Similar Languages, Varieties and Dialects}, journal = {CoRR}, volume = {abs/1901.00297}, year = {2019}, url = {http://arxiv.org/abs/1901.00297}, eprinttype = {arXiv}, eprint = {1901.00297}, timestamp = {Tue, 30 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-00297.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-03141, author = {Naveenkumar K. S and R. Vinayakumar and Soman K. P}, title = {Emotion Detection using Data Driven Models}, journal = {CoRR}, volume = {abs/1901.03141}, year = {2019}, url = {http://arxiv.org/abs/1901.03141}, eprinttype = {arXiv}, eprint = {1901.03141}, timestamp = {Tue, 07 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-03141.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-04281, author = {Mohammed Harun Babu R and R. Vinayakumar and Soman K. P}, title = {RNNSecureNet: Recurrent neural networks for Cyber security use-cases}, journal = {CoRR}, volume = {abs/1901.04281}, year = {2019}, url = {http://arxiv.org/abs/1901.04281}, eprinttype = {arXiv}, eprint = {1901.04281}, timestamp = {Tue, 07 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-04281.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01114, author = {Shisrut Rawat and Aishwarya Srinivasan and Vinayakumar R.}, title = {Intrusion detection systems using classical machine learning techniques versus integrated unsupervised feature learning and deep neural network}, journal = {CoRR}, volume = {abs/1910.01114}, year = {2019}, url = {http://arxiv.org/abs/1910.01114}, eprinttype = {arXiv}, eprint = {1910.01114}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01114.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ict-express/GRP18, author = {Swapna G. and Vinayakumar R. and Soman K. P.}, title = {Diabetes detection using deep learning algorithms}, journal = {{ICT} Express}, volume = {4}, number = {4}, pages = {243--246}, year = {2018}, url = {https://doi.org/10.1016/j.icte.2018.10.005}, doi = {10.1016/J.ICTE.2018.10.005}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ict-express/GRP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ict-express/RP18, author = {Vinayakumar R. and Soman K. P.}, title = {DeepMalNet: Evaluating shallow and deep networks for static {PE} malware detection}, journal = {{ICT} Express}, volume = {4}, number = {4}, pages = {255--258}, year = {2018}, url = {https://doi.org/10.1016/j.icte.2018.10.006}, doi = {10.1016/J.ICTE.2018.10.006}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ict-express/RP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jifs/VinayakumarSPK18, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran and S. Sachin Kumar}, title = {Evaluating deep learning approaches to characterize and classify the DGAs at scale}, journal = {J. Intell. Fuzzy Syst.}, volume = {34}, number = {3}, pages = {1265--1276}, year = {2018}, url = {https://doi.org/10.3233/JIFS-169423}, doi = {10.3233/JIFS-169423}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jifs/VinayakumarSPK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jifs/VinayakumarSPK18a, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran and S. Sachin Kumar}, title = {Detecting Android malware using Long Short-term Memory {(LSTM)}}, journal = {J. Intell. Fuzzy Syst.}, volume = {34}, number = {3}, pages = {1277--1288}, year = {2018}, url = {https://doi.org/10.3233/JIFS-169424}, doi = {10.3233/JIFS-169424}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jifs/VinayakumarSPK18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jifs/VinayakumarSP18, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Evaluating deep learning approaches to characterize and classify malicious URL's}, journal = {J. Intell. Fuzzy Syst.}, volume = {34}, number = {3}, pages = {1333--1343}, year = {2018}, url = {https://doi.org/10.3233/JIFS-169429}, doi = {10.3233/JIFS-169429}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jifs/VinayakumarSP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jifs/VinayakumarSP18a, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Detecting malicious domain names using deep learning approaches at scale}, journal = {J. Intell. Fuzzy Syst.}, volume = {34}, number = {3}, pages = {1355--1367}, year = {2018}, url = {https://doi.org/10.3233/JIFS-169431}, doi = {10.3233/JIFS-169431}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jifs/VinayakumarSP18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/KVSP18, author = {Rahul{-}Vigneswaran K and R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8494096}, doi = {10.1109/ICCCNT.2018.8494096}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icccnt/KVSP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VazhayilVS18, author = {Anu Vazhayil and R. Vinayakumar and K. P. Soman}, title = {Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8494159}, doi = {10.1109/ICCCNT.2018.8494159}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VazhayilVS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VinayakumarSM18, author = {R. Vinayakumar and K. P. Soman and Pradeep Menon}, title = {CT-Blocks: Learning Computational Thinking by Snapping Blocks}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--7}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8493669}, doi = {10.1109/ICCCNT.2018.8493669}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VinayakumarSM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VinayakumarSM18a, author = {R. Vinayakumar and K. P. Soman and Pradeep Menon}, title = {Map-Blocks: Playing with Online Data and Infuse to Think in a Computational Way}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8493700}, doi = {10.1109/ICCCNT.2018.8493700}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VinayakumarSM18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VinayakumarSM18b, author = {R. Vinayakumar and K. P. Soman and Pradeep Menon}, title = {Digital Storytelling Using Scratch: Engaging Children Towards Digital Storytelling}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8493941}, doi = {10.1109/ICCCNT.2018.8493941}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VinayakumarSM18b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VinayakumarSM18c, author = {R. Vinayakumar and K. P. Soman and Pradeep Menon}, title = {Alg-Design: Facilitates to Learn Algorithmic Thinking for Beginners}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8493952}, doi = {10.1109/ICCCNT.2018.8493952}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VinayakumarSM18c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VinayakumarSM18d, author = {R. Vinayakumar and K. P. Soman and Pradeep Menon}, title = {CT-Blocks Analyser: Analysing CT-Blocks Projects}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--5}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8493970}, doi = {10.1109/ICCCNT.2018.8493970}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VinayakumarSM18d.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VinayakumarSM18e, author = {R. Vinayakumar and K. P. Soman and Pradeep Menon}, title = {Building-Blocks: Generating 3D Design by Snapping Blocks}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8494036}, doi = {10.1109/ICCCNT.2018.8494036}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VinayakumarSM18e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VinayakumarSM18f, author = {R. Vinayakumar and K. P. Soman and Pradeep Menon}, title = {Fractal Geometry: Enhancing Computational Thinking with {MIT} Scratch}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8494172}, doi = {10.1109/ICCCNT.2018.8494172}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VinayakumarSM18f.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccnt/VinayakumarSM18g, author = {R. Vinayakumar and K. P. Soman and Pradeep Menon}, title = {DB-Learn: Studying Relational Algebra Concepts by Snapping Blocks}, booktitle = {9th International Conference on Computing, Communication and Networking Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICCCNT.2018.8494181}, doi = {10.1109/ICCCNT.2018.8494181}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccnt/VinayakumarSM18g.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sp/MohanRKP18, author = {Vysakh S. Mohan and R. Vinayakumar and Soman K. P and Prabaharan Poornachandran}, title = {{S.P.O.O.F} Net: Syntactic Patterns for identification of Ominous Online Factors}, booktitle = {2018 {IEEE} Security and Privacy Workshops, {SP} Workshops 2018, San Francisco, CA, USA, May 24, 2018}, pages = {258--263}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/SPW.2018.00041}, doi = {10.1109/SPW.2018.00041}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sp/MohanRKP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-04461, author = {Anu Vazhayil and Vinaykumar R. and Soman K. P}, title = {DeepProteomics: Protein family classification using Shallow and Deep Networks}, journal = {CoRR}, volume = {abs/1809.04461}, year = {2018}, url = {http://arxiv.org/abs/1809.04461}, eprinttype = {arXiv}, eprint = {1809.04461}, timestamp = {Wed, 10 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-04461.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-03977, author = {Amara Dinesh Kumar and R. Vinayakumar and K. P. Soman}, title = {DeepImageSpam: Deep Learning based Image Spam Detection}, journal = {CoRR}, volume = {abs/1810.03977}, year = {2018}, url = {http://arxiv.org/abs/1810.03977}, eprinttype = {arXiv}, eprint = {1810.03977}, timestamp = {Tue, 07 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-03977.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-04144, author = {Amara Dinesh Kumar and Koti Naga Renu Chebrolu and R. Vinayakumar and Soman K. P}, title = {A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities}, journal = {CoRR}, volume = {abs/1810.04144}, year = {2018}, url = {http://arxiv.org/abs/1810.04144}, eprinttype = {arXiv}, eprint = {1810.04144}, timestamp = {Tue, 07 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-04144.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-03519, author = {R. Vinayakumar and Barathi Ganesh HB and Prabaharan Poornachandran and Anand Kumar M and Soman K. P}, title = {Deep-Net: Deep Neural Network for Cyber Security Use Cases}, journal = {CoRR}, volume = {abs/1812.03519}, year = {2018}, url = {http://arxiv.org/abs/1812.03519}, eprinttype = {arXiv}, eprint = {1812.03519}, timestamp = {Tue, 07 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-03519.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-06292, author = {Mohammed Harun Babu R and R. Vinayakumar and Soman K. P}, title = {A short review on Applications of Deep learning for Cyber security}, journal = {CoRR}, volume = {abs/1812.06292}, year = {2018}, url = {http://arxiv.org/abs/1812.06292}, eprinttype = {arXiv}, eprint = {1812.06292}, timestamp = {Tue, 07 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-06292.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijismd/VinayakumarSP17, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System {(IDS)}}, journal = {Int. J. Inf. Syst. Model. Des.}, volume = {8}, number = {3}, pages = {43--63}, year = {2017}, url = {https://doi.org/10.4018/IJISMD.2017070103}, doi = {10.4018/IJISMD.2017070103}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijismd/VinayakumarSP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/BRMS17, author = {Barathi Ganesh H. B. and R. Vinayakumar and M. Anand Kumar and K. P. Soman}, editor = {Abeed Sarker and Graciela Gonzalez}, title = {{NLP} {CEN} {AMRITA} @ {SMM4H:} Health Care Text Classification through Class Embeddings}, booktitle = {Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium {(AMIA} 2017), Washington D.C., United States, November 4, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1996}, pages = {79--82}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1996/paper16.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:28 +0100}, biburl = {https://dblp.org/rec/conf/amia/BRMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bhi/PathinarupothiR17, author = {Rahul Krishnan Pathinarupothi and Vinaykumar R. and Ekanath Rangan and E. Gopalakrishnan and K. P. Soman}, title = {Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning}, booktitle = {2017 {IEEE} {EMBS} International Conference on Biomedical {\&} Health Informatics, {BHI} 2017, Orland, FL, USA, February 16-19, 2017}, pages = {293--296}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/BHI.2017.7897263}, doi = {10.1109/BHI.2017.7897263}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/bhi/PathinarupothiR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSP17, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Long short-term memory based operation log anomaly detection}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {236--242}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8125846}, doi = {10.1109/ICACCI.2017.8125846}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSVG17, author = {R. Vinayakumar and K. P. Soman and K. K. Senthil Velan and Shaunak Ganorkar}, title = {Evaluating shallow and deep networks for ransomware detection and classification}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {259--265}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8125850}, doi = {10.1109/ICACCI.2017.8125850}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSVG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSP17a, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Evaluating shallow and deep networks for secure shell (ssh)traffic analysis}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {266--274}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8125851}, doi = {10.1109/ICACCI.2017.8125851}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSP17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSP17b, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Deep encrypted text categorization}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {364--370}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8125868}, doi = {10.1109/ICACCI.2017.8125868}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSP17b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSP17c, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Applying convolutional neural network for network intrusion detection}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {1222--1228}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8126009}, doi = {10.1109/ICACCI.2017.8126009}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSP17c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSP17d, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Evaluating effectiveness of shallow and deep networks to intrusion detection system}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {1282--1289}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8126018}, doi = {10.1109/ICACCI.2017.8126018}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSP17d.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/SelvinVGMS17, author = {Sreelekshmy Selvin and R. Vinayakumar and E. A. Gopalakrishnan and Vijay Krishna Menon and K. P. Soman}, title = {Stock price prediction using LSTM, {RNN} and CNN-sliding window model}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {1643--1647}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8126078}, doi = {10.1109/ICACCI.2017.8126078}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icacci/SelvinVGMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSP17e, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Deep android malware detection and classification}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {1677--1683}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8126084}, doi = {10.1109/ICACCI.2017.8126084}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSP17e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSP17f, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Secure shell (ssh) traffic analysis with flow based features using shallow and deep networks}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {2026--2032}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8126143}, doi = {10.1109/ICACCI.2017.8126143}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSP17f.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/VinayakumarSP17g, author = {R. Vinayakumar and K. P. Soman and Prabaharan Poornachandran}, title = {Applying deep learning approaches for network traffic prediction}, booktitle = {2017 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2017, Udupi (Near Mangalore), India, September 13-16, 2017}, pages = {2353--2358}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICACCI.2017.8126198}, doi = {10.1109/ICACCI.2017.8126198}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icacci/VinayakumarSP17g.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/PathinarupothiJ17, author = {Rahul Krishnan Pathinarupothi and Dhara Prathap J and Ekanath Srihari Rangan and E. Gopalakrishnan and Vinaykumar R. and Soman K. P}, title = {Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep Learning}, booktitle = {2017 {IEEE} International Conference on Healthcare Informatics, {ICHI} 2017, Park City, UT, USA, August 23-26, 2017}, pages = {524--529}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICHI.2017.37}, doi = {10.1109/ICHI.2017.37}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/PathinarupothiJ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sepln/VinayakumarKPPP17, author = {R. Vinayakumar and S. Sachin Kumar and B. Premjith and Prabaharan Poornachandran and Soman Kotti Padannayil}, editor = {Raquel Mart{\'{\i}}nez and Julio Gonzalo and Paolo Rosso and Soto Montalvo and Jorge Carrillo de Albornoz}, title = {Deep Stance and Gender Detection in Tweets on Catalan Independence@Ibereval 2017}, booktitle = {Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing {(SEPLN} 2017), Murcia, Spain, September 19, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1881}, pages = {222--229}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1881/StanceCat2017\_paper\_8.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:59 +0100}, biburl = {https://dblp.org/rec/conf/sepln/VinayakumarKPPP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wassa/VinayakumarPKSP17, author = {R. Vinayakumar and B. Premjith and S. Sachin Kumar and K. P. Soman and Prabaharan Poornachandran}, editor = {Alexandra Balahur and Saif M. Mohammad and Erik van der Goot}, title = {deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets}, booktitle = {Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA@EMNLP 2017, Copenhagen, Denmark, September 8, 2017}, pages = {259--263}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/w17-5237}, doi = {10.18653/V1/W17-5237}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wassa/VinayakumarPKSP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-08396, author = {R. Vinayakumar and Barathi Ganesh H. B. and M. Anand Kumar and K. P. Soman}, title = {Deep Health Care Text Classification}, journal = {CoRR}, volume = {abs/1710.08396}, year = {2017}, url = {http://arxiv.org/abs/1710.08396}, eprinttype = {arXiv}, eprint = {1710.08396}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-08396.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mike/SeVKS15, author = {Shriya Se and R. Vinayakumar and M. Anand Kumar and K. P. Soman}, editor = {Rajendra Prasath and Anil Kumar Vuppala and T. Kathirvalavakumar}, title = {AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages}, booktitle = {Mining Intelligence and Knowledge Exploration - Third International Conference, {MIKE} 2015, Hyderabad, India, December 9-11, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9468}, pages = {703--710}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-26832-3\_67}, doi = {10.1007/978-3-319-26832-3\_67}, timestamp = {Sun, 25 Oct 2020 22:46:15 +0100}, biburl = {https://dblp.org/rec/conf/mike/SeVKS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/msm/BNMRP15, author = {Barathi Ganesh H. B. and Abinaya N. and M. Anand Kumar and Vinaykumar R. and K. P. Soman}, editor = {Matthew Rowe and Milan Stankovic and Aba{-}Sah Dadzie}, title = {{AMRITA} - CEN@NEEL: Identification and Linking of Twitter Entities}, booktitle = {Proceedings of the the 5th Workshop on Making Sense of Microposts co-located with the 24th International World Wide Web Conference {(WWW} 2015), Florence, Italy, May 18th, 2015}, series = {{CEUR} Workshop Proceedings}, volume = {1395}, pages = {64--65}, publisher = {CEUR-WS.org}, year = {2015}, url = {https://ceur-ws.org/Vol-1395/paper\_20.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:18 +0100}, biburl = {https://dblp.org/rec/conf/msm/BNMRP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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