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ORCIDBibTeX records: Vinaykumar R.
@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/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/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 = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcomsys/BabuSKR23.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 = {Mon, 28 Aug 2023 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 = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/BhuyanVR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/DhawanGBRPR23,
author = {Sachin Dhawan and
Rashmi Gupta and
Hemanta Kumar Bhuyan and
Vinayakumar Ravi and
Subhendu Kumar Pani and
Arun Kumar Rana},
title = {An efficient steganography technique based on S\({}^{\mbox{2}}\)OA
{\&} {DESAE} model},
journal = {Multim. Tools Appl.},
volume = {82},
number = {10},
pages = {14527--14555},
year = {2023},
url = {https://doi.org/10.1007/s11042-022-13798-9},
doi = {10.1007/S11042-022-13798-9},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/DhawanGBRPR23.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 = {Sun, 10 Dec 2023 00:00:00 +0100},
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, 18 Oct 2022 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 Chaudhary 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 = {Sun, 12 Nov 2023 00:00:00 +0100},
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 = {Mon, 28 Aug 2023 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 = {Thu, 11 Feb 2021 15:54:03 +0100},
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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