Teaching: Informatics 1 and 2, Informatics for Managers
Total Students Supervised/On-going: Master students: 5/0 and Bachelor students: 6/3
E-mail: jaroslav.frnda@uniza.sk
Office: Building AA120, Univerzitna 8215/1, 010 26 Zilina, University of Zilina, Slovakia
List of Publications
(Quartiles: Web of Science - JCR/IF and SCOPUS - SJR)
Year filter
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
Publications for 2013
J. Frnda, M. Voznak, J. Rozhon, M. Mehic, Prediction Model of QoS for Triple Play Services, 21st Telecommunications Forum Telfor, TELFOR 2013, Article number 6716334, pp. 733-736. WoS, SCOPUS, IEEE-Xplore
Publications for 2014
M. Uhrina, J. Frnda, L. Sevcik, M. Vaculik, Impact of H.264/AVC and H.265/HEVC Compression Standards on the Video Quality for 4K Resolution, In Advances in Electrical and Electronic Engineering, Vol. 12, Issue 4, 2014, pp. 368 - 376, ISSN 1336-1376. DOI: 10.15598/aeee.v12i4.1216. (2014 - Q3/SCOPUS)
J. Frnda, L. Sevcik, M. Uhrina, M. Voznak, Network Degradation Effects on Different Codec Types and Characteristics of Video Streaming, In Advances in Electrical and Electronic Engineering, Vol. 12, Issue 4, 2014, pp. 377-383, ISSN 1336-1376. DOI: 10.15598/aeee.v12i4.1218. (2014 - Q3/SCOPUS)
L. Sevcik, D. Uhrin, J. Frnda, M. Uhrina, Z. Chmelikova, M. Voznak, The Impact of Encryption on Video Transmission in IP Network, 22nd Telecommunications Forum Telfor, TELFOR 2014, November 2014, pp. 123-126. WoS, SCOPUS, IEEE-Xplore
M. Hlozak, J. Frnda, Z. Chmelikova, M. Voznak, Analysis of Cisco and Huawei Routers Cooperation for MPLS Network Design, 22nd Telecommunications Forum Telfor, TELFOR 2014, November 2014, pp. 115-118. WoS, SCOPUS, IEEE-Xplore
L. Sevcik, M. Voznak, J. Frnda, QoE Prediction Model for Multimedia Services in IP Network Applying Queuing Policy, International Symposium on Performance Evaluation of Computer and Telecommunication Systems, July 6-10, 2014, Monterey, CA, USA, ISBN 1-56555-354-3, pp. 593-598. WoS, SCOPUS, IEEE-Xplore
J. Frnda, M. Voznak, P. Fazio, J. Rozhon, Network Performance QoS Estimation, In Proc. 37th International Conference on Telecommunication and Signal Processing, Berlin, July 1-3, 2014, ISBN 978-80-214-4983-1, ISSN 1805-5435, pp. 287-291. WoS, SCOPUS, IEEE-Xplore
L. Sevcik, K. Tomala, J. Frnda, M. Voznak, QoS of Multimedia Services in 4G Networks, In Proc. 37th International Conference on Telecommunication and Signal Processing, Berlin, July 1-3, 2014, ISBN 978-80-214-4983-1, ISSN 1805-5435, pp. 292-296. WoS, SCOPUS, IEEE-Xplore
J. Frnda, M. Voznak, L. Sevcik, Network Performance QoS Prediction, In SPRINGER Advances in Intelligent Systems and Computing AISC, Volume 297, 2014, pp. 165-174, DOI 10.1007/978-3-319-07776-5_18. (2014 - Q4/SCOPUS)
P. Partila, J. Tovarek, J. Frnda, M. Voznak, M. Penhaker, T. Peterek, Emotional Impact on Neurological Characteristics and Human Speech, In SPRINGER Advances in Intelligent Systems and Computing AISC, Volume 298, 2014, pp. pp 527-533, DOI 10.1007/978-3-319-07773-4_52. (2014 - Q4/SCOPUS)
L. Sevcik, K. Tomala, J. Frnda, M. Voznak, QoS of Triple Play Services in LTE Networks, In SPRINGER Advances in Intelligent Systems and Computing AISC, Volume 298, 2014, pp. 25-33, 10.1007/978-3-319-07773-4_3. (2014 - Q4/SCOPUS)
Publications for 2015
J. Lin, L. Yang, P. Fournier-Viger, J. Frnda, L. Sevcik, M. Voznak, An Evolutionary Algorithm to Mine High-Utility Itemsets, Advances in Electrical and Electronic Engineering, Vol. 13, Issue 4, 2015, pp. 392-398, ISSN 1336-1376. DOI: 10.15598/aeee.v13i4.1474. (2015 - Q3/SCOPUS)
J. Frnda, M. Voznak, M. Hlozak, J. Slachta, J. Lin, Application Tool for Prediction and Implementation of QoS in IP Based Network, In SPRINGER Advances in Intelligent Systems and Computing AISC, Volume 370, 2015, pp. 143-154. 155-164. (WoS/Book Series, 2015 - Q4/SCOPUS)
M. Voznak, M. Prokes, L. Sevcik, J. Frnda, H. Toral-Cruz, S. Jakovlev, P. Fazio, M. Mehic, M. Mikulec, Vulnerabilities in GSM technology and feasibility of selected attacks, In Proc. SPIE 9456, Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security, Defense, and Law Enforcement XIV, 94560T, Baltimore, Maryland, USA. (May 23, 2015) doi: 10.1117/12.2177111. WoS, SCOPUS
L. Sevcik, D. Uhrin, J. Frnda, M. Voznak, H. Toral-Cruz, M. Mikulec, S. Jakovlev, Encryption for confidentiality of the network and influence of this to the quality of streaming video through network, In Proc. SPIE. 9497, Mobile Multimedia/Image Processing, Security, and Applications 2015, 94970A, Baltimore, Maryland, USA. (May 21, 2015) doi: 10.1117/12.2177555. WoS, SCOPUS
J. Frnda, M. Voznak, L. Sevcik, P. Fazio, Prediction Model of Triple play services for QoS Assessment in IP Based Networks, In Journal of Networks, Vol. 10, No. 4, pp. 232-239, 2015, DOI 10.4304/jnw.10.4.232-239. (2015 – ESCI/WoS, Q3/SCOPUS)
Publications for 2016
M. Fajkus, J. Nedoma, L. Bednarek, J. Frnda, J. Zavadil, V. Vasinek, Encapsulation of FBG sensor into the PDMS and its effect on spectral and temperature characteristics, In Advances in Electrical and Electronic Engineering, 14 (Special Issue), pp. 460-466, DOI: 10.15598/aeee.v14i4.1786. (2016 – ESCI/WoS, Q3/SCOPUS)
M. Fajkus, J. Nedoma, L. Bednarek, J. Frnda, V. Vasinek, Analysis of the applicability of singlemode optical fibers for measurement of deformation with distributed systems BOTDR, Advances in Electrical and Electronic Engineering, 14 (Special Issue), pp. 453-459, DOI: 10.15598/aeee.v14i4.1785. (2016 – ESCI/WoS, Q3/SCOPUS)
J. Frnda, M. Voznak, L. Sevcik, Impact of packet loss and delay variation on the quality of real-time video streaming Telecommunication Systems, Vol. 62, Issue 2, 2016, pp. 265-275. DOI: 10.1007/s11235-015-0037-2. IF 1.542 (2016 – Q3/WoS, Q2/SCOPUS)
J. Frnda, J. Rozhon, M. Voznak, J.C.-W. Lin, T.-Y. Wu, A New Tool for Quality of Multimedia Estimation Based on Network Behaviour, In ELSEVIER: Perspectives in Science, Vol. 7, March 2016, pp. 87-94. DOI: 10.1504/IJICT.2016.073636.
J.C.-W. Lin, W. Gan, P. Fournier-Viger, L Yang, Q. Liu, J. Frnda, L. Sevcik, M. Voznak, High Utility-Itemset Mining and Privacy-Preserving Utility Mining, In ELSEVIER: Perspectives in Science, Vol. 7, March 2016, pp. 74-80. DOI: 10.1016/j.pisc.2015.11.013.
T.-Y. Wu, J.C.-W. Lin, C.-M. Chen, Y.-M. Tseng, J. Frnda, L. Sevcik, M. Voznak, A brief review of revocable ID-based public key cryptosystem, In ELSEVIER: Perspectives in Science, Vol. 7, March 2016, pp. 81-86. DOI: 10.1016/j.pisc.2015.11.014.
Publications for 2017
D. Uhrin, P. Partila, J. Frnda, L. Sevcik, M. Voznak, J. C-W. Lin, Design of Emotion Recognition System, Proceedings of the 2nd Czech-China Conference 2016, pp. 53-63, 2017, DOI: 10.5772/66782.
Publications for 2018
L. Sevcik, L. Behan, J. Frnda, M. Uhrina, J. Bienik, M. Voznak, Prediction of Subjective Video Quality Based on Objective Assessment, 26th Telecommunications Forum, TELFOR 2018 - Proceedings, art. no. 8612127. DOI: 10.1109/TELFOR.2018.8612127. WoS, SCOPUS, IEEE-Xplore
Publications for 2019
J. Nedoma, S. Kepak, J. Cubik, J. Frnda, M. Durica, M. Fajkus, R. Martinek, Vital sign monitoring: a practical solution by a MR compatible phonocardiography interferometric probe. Journal of Optoelectronics and Advanced Materials, 2019, 21(11-12), pp. 651-655. IF 0.631 (2019 – Q4/WoS, Q3/SCOPUS)
J. Nedoma, M. Stolarik, S. Kepak, M. Pinka, R. Martinek, J. Frnda, M. Fridrich, Alternative Approaches to Measurement of Ground Vibrations Due to the Vibratory Roller: A Pilot Study. Sensors, 2019, 19, 5420, DOI: 10.3390/s19245420. IF 3.275 (2019 – Q1/WoS, Q1/SCOPUS)
J. Frnda, M. Durica, J. Nedoma, S. Zabka, R. Martinek, M. Kostelansky, A Weather Forecast Model Accuracy Analysis and ECMWF Enhancement Proposal by Neural Network. Sensors, 2019, 19, 5144, DOI: 10.3390/s19235144. IF 3.275 (2019 – Q1/WoS, Q1/SCOPUS)
M. Durica, J. Frnda, L. Svabova, Decision tree based model of business failure prediction for Polish companies, Oeconomia Copernicana, Vol. 10. Issue 3. pp. 453-469, DOI: 10.24136/oc.2019.022. IF 2.128 (2019 – Q2/WoS)
K. Witas, S. Zabka, J. Frnda, M. Novak, J. Jalowiczor, M. Stolarik, R. Jaros, Analysis of the effect of long-time thermal load on the total losses of the selected fiber-optic couplers. Proceedings of SPIE, Volume: 11031, Article Number: 110311D, DOI: 10.1117/12.2519836. WoS, SCOPUS
J. Frnda, J. Nedoma, J. Vanus, R. Martinek, A Hybrid QoS-QoE Estimation System for IPTV Service. Electronics 2019, 8(5), 585, DOI: 10.3390/electronics8050585. IF 2.412 (2019 – Q2/WoS, Q2/SCOPUS)
P. Fournier-Viger, P. Yang, J.C-W Lin, QH. Duong, TL. Dam, J. Frnda, L.Sevcik, M. Voznak, Discovering Periodic Itemsets Using Novel Periodicity Measures Advances in Electrical and Electronic Engineering, 17(1), pp. 33-44. DOI: 10.15598/aeee.v17i1.3185. (2019 – ESCI/WoS, Q3/SCOPUS)
Publications for 2020
J. Ming-Tai Wu, Z. Li, G. Srivastava, J. Frnda, V. Garcia Diaz, J. Chun-Wei Lin, A CNN-based Stock Price Trend Prediction with Futures and Historical Price. International Conference on Pervasive Artificial Intelligence (ICPAI) 2020, pp. 134-139, DOI: 10.1109/ICPAI51961.2020.00032. SCOPUS, IEEE-Xplore
R. Martinek, J. Vanus, J. Nedoma, M. Fridrich, J. Frnda, Al. Kawala-Sterniuk, Voice Communication in Noisy Environments in a Smart House Using Hybrid LMS+ICA Algorithm. Sensors, 2020, 20, 6022, DOI: 10.3390/s20216022. IF 3.576 (2020 – Q1/WoS, Q2/SCOPUS)
J. Frnda, J. Nedoma, R. Martinek, M. Fridrich, Predicting Perceptual Quality in Internet Television Based on Unsupervised Learning. Symmetry, 2020, 12, 1535, DOI: 10.3390/sym12091535. IF 2.713 (2020 – Q2/WoS, Q2/SCOPUS)
J. Nedoma, M. Kostelansky, M. Fridrich, J. Frnda, M. Pinka, R. Martinek, M. Novak, S. Zabka, Fiber Optic Phase-Based Sensor for Detection of Axles and Wheels of Tram Vehicles. Communications - Scientific Letters of the University of Zilina, 22(3), pp. 119-127, DOI: 10.26552/com.C.2020.3.119-127. (2020 – Q3/SCOPUS)
J. Frnda, M. Durica, M. Savrasovs, P. Fournier-Viger, J. C-W. Lin, QoS to QoE Mapping Function for Iptv Quality Assessement Based on Kohonen Map: A Pilot Study. Transport and Telecommunication Journal, 21(3), pp. 181-190, DOI: 10.2478/ttj-2020-0014. (2020 – ESCI/WoS, Q3/SCOPUS)
P. Fournier-Viger, Y. Yang, J.C-W Lin, J. Frnda, Mining Locally Trending High Utility Itemsets. Advances in Knowledge Discovery and Data Mining. PAKDD 2020 (CORE A conference). Lecture Notes in Computer Science, Springer, Volume: 12085, DOI: 10.1007/978-3-030-47436-2_8. Book Chapter (2020 – Q3/SCOPUS, WoS/Book Series)
Publications for 2021
I. Ahmed, N. Minallah, J. Frnda, J. Nedoma, Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video Transmission. Complexity, vol. 2021, Article ID 5776480, DOI: 10.1155/2021/5776480. IF 2.121 (2021 – Q2/WoS, Q1/SCOPUS)
A. Khalil, N. Minallah, I. Ahmed, K. Ullah, J. Frnda, J. Nedoma, Robust Mobile Video Transmission Using DSTS-SP via Three-Stage Iterative Joint Source-Channel Decoding. Human-centric Computing and Information Sciences, volume 11, Article number: 42, DOI: 10.22967/HCIS.2021.11.042. IF 6.558 (2021 – Q1/WoS, Q1/SCOPUS)
N. Minallah, I. Ahmed, J. Frnda, K.S. Khattak, Averting BER Floor with Iterative Source and Channel Decoding for Layered Steered Space-Time Codes. Sensors, 21(19):6502, DOI: 10.3390/s21196502. IF 3.847 (2021 – Q2/WoS, Q1/SCOPUS)
K. Thirugnansambandam, D. Bhattacharyya, J. Frnda, D.K. Anguraj, J. Nedoma, Augmented Node Placement Model in -WSN Through Multiobjective Approach. CMC-Computers, Materials & Continua, vol. 69(3), pp. 3629–3644, DOI: 10.32604/cmc.2021.018939. IF 3.860 (2021 – Q2/WoS, Q2/SCOPUS)
K. Hameed U., N. Minallah, A. Masood, A. Khalil, J. Frnda, J. Nedoma, Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection. Sensors, vol. 21(16):5461, DOI: 10.3390/s21165461. IF 3.847 (2021 – Q2/WoS, Q1/SCOPUS)
S. Dash, C. Chakraborty, S. K. Giri, S. K. Pani, J. Frnda, BIFM: Big-Data Driven Intelligent Forecasting Model for COVID-19. IEEE Access, vol. 9, pp. 97505-97517, DOI: 10.1109/ACCESS.2021.3094658. IF 3.476 (2021 – Q2/WoS, Q1/SCOPUS)
S. Dhawan, C. Chakraborty, J. Frnda, R. Gupta, A. K. Rana, S. K. Pani, SSII: Secured and High-Quality Steganography Using Intelligent Hybrid Optimization Algorithms for IoT. IEEE Access, vol. 9, pp. 87563-87578, DOI: 10.1109/ACCESS.2021.3089357. IF 3.476 (2021 – Q2/WoS, Q1/SCOPUS)
G. Senthilkumar, J. Ramakrishnan, J. Frnda, M. Ramachandran, D. Gupta, P. Tiwari, M. Shorfuzzaman, M.A. Mohammed, Incorporating Artificial Fish Swarm in Ensemble Classification Framework for Recurrence Prediction of Cervical Cancer. IEEE Access, vol. 9, pp. 83876-83886, DOI: 10.1109/ACCESS.2021.3087022. IF 3.476 (2021 – Q2/WoS, Q1/SCOPUS)
P. Jagannathan, S. Rajkumar, J. Frnda, B.D. Parameshachari, P. Subramani, Moving Vehicle Detection and Classification Using Gaussian Mixture Model and Ensemble Deep Learning Technique. Wireless Communications and Mobile Computing, Volume 2021 Article ID 5590894, DOI: 10.1155/2021/5590894. IF 2.146 (2021 – Q3/WoS, Q2/SCOPUS)
M.B. Laghari, H. Shahwani, S.A. Shah, R.A. Wagan, Z. Rauf, I. Ali, S.S. Alshamrani, J. Frnda, Towards Enabling Multihop Wireless Local Area Networks for Disaster Communications. Wireless Communications and Mobile Computing, Volume 2021, Article ID 5540480, DOI: 10.1155/2021/5540480. IF 2.146 (2021 – Q3/WoS, Q2/SCOPUS)
N. Minallah, K. Ullah, J. Frnda, L. Hasan, J. Nedoma, On the Performance of Video Resolution, Motion and Dynamism in Transmission Using Near-Capacity Transceiver for Wireless Communication. Entropy, 23(5), 562, DOI: 10.3390/e23050562. IF 2.738 (2021 – Q2/WoS, Q2/SCOPUS)
J. Frnda, M. Pavlicko, M. Durica, L. Sevcik, M. Voznak, P. Fournier-Viger. J. C-W Lin, A New Perceptual Evaluation Method of Video Quality Based on Neural Network. Intelligent Data Analysis, vol. 25, no. 3, pp. 571-587, DOI: 10.3233/IDA-205085. IF 1.321 (2021 – Q4/WoS, Q3/SCOPUS)
Book: M. Durica, J. Frnda, Using of Dataminig methods for Financial Distress Prediction. (in Slovak) EDIS, ISBN: 978-80-554-1765-3. See here.
M. Durica, L. Svabova, J. Frnda, Financial distress prediction in Slovakia: An application of the CART algorithm. Journal of International Studies, 14(1), pp. 201-215, DOI: 10.14254/2071-8330.2021/14-1/14. (2021 – Q2/Scopus)
N. Minallah, K. Ullah, J. Frnda, K. Cengiz, M. Awais Javed, Transmitter Diversity Gain Technique Aided Irregular Channel Coding for Mobile Video Transmission. Entropy, 2021, 23(2), 235, DOI: 10.3390/e23020235. IF 2.738 (2021 – Q2/WoS, Q2/SCOPUS)
M.A. Jamshed, M. Ur-Rehman, J. Frnda, A.A. Althuwayb, A. Nauman, K. Cengiz, Dual Band and Dual Diversity Four-Element MIMO Dipole for 5G Handsets. Sensors, 2021, 21(3), 767, DOI: 10.3390/s21030767. IF 3.847 (2021 – Q2/WoS, Q1/SCOPUS)
J. Frnda, M. Durica, On Pilot Massive COVID-19 Testing by Antigen Tests in Europe. Case Study: Slovakia. Infectious Disease Reports, 2021, 13(1), pp. 45-57, DOI: 10.3390/idr13010007.(2021 – ESCI/WoS, Q3/SCOPUS)
Publications for 2022
B. Ravelo, M. Guerin, J. Frnda, L. Rajaoarisoa, W. Rahajandraibe, Thermal Wave Variation Anticipation under Minute Scale Time-Advance with Low-Pass NGD Digital Circuit. IEEE Access, vol. 10, pp. 127654-127666, DOI: 10.1109/ACCESS.2022.3226514. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
K.R. Balmuri, S. Rao Madala, Parameshachari B.Divakarachari, R. Pérez de Prado, J. Frnda, Enhanced grasshopper optimization algorithm with extreme learning machines for motor-imagery classification. Asian Journal of Control, Volume 25, Issue 4, pp. 3015-3028, DOI: 10.1002/asjc.3000. IF 2.4 (2022 – Q3/WoS, Q2/SCOPUS)
S .Patil, K.R. Balmuri, J. Frnda, Parameshachari B.D., S. Konda, J. Nedoma, Identification of Triple Negative Breast Cancer Genes Using Rough Set Based Feature Selection Algorithm & Ensemble Classifier. Human-centric Computing and Information Sciences, Volume 12, Article number: 54, DOI: 10.22967/HCIS.2022.12.054. IF 6.6 (2022 – Q1/WoS, Q1/SCOPUS)
U. N.K. Kamila, J. Frnda, S.K. Pani, R. Das, S.M.N. Islam, P.K. Bharti, K. Muduli, Machine learning model design for high performance cloud computing & load balancing resiliency: An innovative approach. Journal of King Saud University - Computer and Information Sciences, Volume 34, Issue 10, Part B, pp. 9991-10009, DOI: 10.1016/j.jksuci.2022.10.001. IF 6.9 (2022 – Q1/WoS, Q1/SCOPUS)
U. M. Malik, M. A. Javed, J. Frnda, J. Nedoma, SMRETO: Stable Matching for Reliable and Efficient Task Offloading in Fog-Enabled IoT Networks. IEEE Access, vol. 10, pp. 111579-111590, DOI: 10.1109/ACCESS.2022.3215555. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
K. Perumal, S. Mohan, J. Frnda, P.B. Divakarachari, Dynamic resource provisioning and secured file sharing using virtualization in cloud azure. Journal of Cloud Computing, vol. 11, Article number: 46, DOI: 10.1186/s13677-022-00326-1. IF 4.0 (2022 – Q2/WoS, Q1/SCOPUS)
U.M. Malik, M. Awais Javed, J. Frnda, J. Rozhon, W.U. Khan, Efficient Matching-Based Parallel Task Offloading in IoT Networks. Sensors, 22(18):6906, DOI: 10.3390/s22186906. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
B. Ravelo, M. Guerin, J. Frnda, F.E. Sahoa, G. Fontgalland, H.S. Silva, et al., Design Method of Constant Phase-Shifter Microwave Passive Integrated Circuit in 130-nm BiCMOS Technology With Bandpass-Type Negative Group Delay. IEEE Access, vol. 10, pp. 93084-93103, DOI: 10.1109/ACCESS.2022.3201137. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
B. Salil, S. Sharma, J. Frnda, M. Shuaib, M.I. Khalid, S. Hussain, J. Iqbal, S.S. Ullah, Wildfire Monitoring Based on Energy Efficient Clustering Approach for FANETS. Drones, 6(8):193, DOI: 10.3390/drones6080193. IF 4.8 (2022 – Q2/WoS, Q1/SCOPUS)
D. Sen, S. Paladhi, J. Frnda, S. Chatterjee, S. Banerjee J. Nedoma, Associative Classifier Coupled With Unsupervised Feature Reduction for Dengue Fever Classification Using Gene Expression Data. IEEE Access, vol. 10, pp. 88340-88353, DOI: 10.1109/ACCESS.2022.3198937. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
I. Ahmed, A. Khalil, I. Ahmed, J. Frnda, Sparse Signal Representation, Sampling, and Recovery in Compressive Sensing Frameworks. IEEE Access, vol. 10, pp. 85002-85018, DOI: 10.1109/ACCESS.2022.3197594. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
M. Ashfaq, N. Minallah, J. Frnda, L. Behan, Multi-Modal Rigid Image Registration and Segmentation Using Multi-Stage Forward Path Regenerative Genetic Algorithm. Symmetry, 14(8):1506, DOI: 10.3390/sym14081506. IF 2.7 (2022 – Q2/WoS, Q2/SCOPUS)
J. Jagelčák, J. Gnap, M. Kostrzewski, O. Kuba, J. Frnda, Calculation of an Average Vehicle’s Sideways Acceleration on Small Roundabouts. Sensors, 22(13):4978, DOI: 10.3390/s22134978. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
W. Abbass, R. Hussain, J. Frnda, I. L. Khan, M. A. Javed and S. A. Malik, Optimal Resource Allocation for GAA Users in Spectrum Access System Using Q-Learning Algorithm. IEEE Access, vol. 10, pp. 60790-60804, 2022, DOI: 10.1109/ACCESS.2022.3180753. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
J. Frnda, M. Durica, J. Rozhon, M. Vojtekova, J. Nedoma, R. Martinek, ECMWF short-term prediction accuracy improvement by deep learning. Scientific Reports, vol. 12, article number: 7898, DOI: 10.1038/s41598-022-11936-9. IF 4.6 (2022 – Q2/WoS, Q1/SCOPUS)
X. Zhou, Z. Gu, Q. Ji, X. Hu, R. Vauché, F. Haddad, N.M. Murad, J. Frnda, W. Rahajandraibe, F. Wan, B. Ravelo, Measurement Characterization of Band-Pass NGD Time Domain of a 101O-Topology Passive Circuit. Radio Science, vol. 57, issue 4, DOI: 10.1029/2021RS007417. IF 1.6 (2022 – Q3/WoS, Q2/SCOPUS)
M. Guerin, W. Rahajandraibe, G. Fontgalland, H.S. Silva, G. Chan, F. Wan, P. Thakur, A. Thakur, J. Frnda, B. Ravelo, Theory and Original Design of Resistive-Inductive Network High-Pass Negative Group Delay Integrated Circuit in 130-nm CMOS Technology. IEEE Access, vol. 10, pp. 27147-27161, DOI: 10.1109/ACCESS.2022.3157381. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
A. Chatterjee, S. Banerjee, J. Frnda, M. Dvorsky, Planar FSS Based Dual-Band Wire Monopole Antenna for Multi-Directional Radiation With Diverse Beamwidths. IEEE Access, vol. 10, pp. 30427-30435, DOI: 10.1109/ACCESS.2022.3159337. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
H. Jia, F. Wan, J. Frnda, M. Guerin, W. Rahajandraibe, et al., Novel Tee-Shaped Topology Theory of Low- and High-Pass NGD Double-Type Function. IEEE Access, vol. 10, pp. 28445-28460, DOI: 10.1109/ACCESS.2022.3157859. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
J. Jagelčák, J. Gnap, O. Kuba, J. Frnda, M. Kostrzewski, Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor. Sensors, 22(6):2298, DOI: 10.3390/s22062298. IF 3.9 (2022 – Q2/WoS, Q1/SCOPUS)
A. Waseem, R. Hussain, J. Frnda, N. Abbas, M. A. Javed, S. A. Malik, Resource Allocation in Spectrum Access System Using Multi-Objective Optimization Methods. Sensors, 22(4):1318, DOI: 10.3390/s22041318. IF 3.9 (2022 – Q2/WoS, Q2/SCOPUS)
U. Ali, M.Y. Idna Idris, J. Frnda, M.N. Bin Ayub, R. Alroobaea, F. Almansour, N.M. Shagari, I. Ullah, I. Ali, Hyper Elliptic Curve Based Certificateless Signcryption Scheme for Secure IIoT Communications. CMC-Computers, Materials & Continua, Vol. 71, No. 2, pp.2515-2532, DOI: 10.32604/cmc.2022.019800. IF 3.1 (2022 – Q3/WoS, Q2/SCOPUS)
Publications for 2023
M. Durica, J. Frnda, L. Svabova, Artificial neural network and decision tree-based modelling of non-prosperity of companies. Equilibrium. Quarterly Journal of Economics and Economic Policy, vol. 18, no. 4, pp. 1105–1131, DOI: 10.24136/eq.2023.035 . IF 5 (2023 – Q1/WoS, Q1/SCOPUS)
F.H. Syed, M.A. Tahir, J. Frnda, M. Rafi, M.S. Anwar, J. Nedoma, Towards an optimal and structured feature subset selection for Multi-Target Regression using Genetic Algorithm. IEEE Access, vol. 11, pp. 121966-121977, DOI: 10.1109/ACCESS.2023.3327870. IF 3.4 (2023 – Q2/WoS, Q1/SCOPUS)
M. Durica, J. Mazanec, J. Frnda, Neural network modelling of non-prosperity of Slovak companies. Engineering Management in Production and Services, 15(3), DOI: 10.2478/emj-2023-0016.(2023 - Q2/SCOPUS)
U. Ali, M.Y. Idna Bin Idris, J. Frnda, M.N. Bin Ayub, M.A. Khan, N. Khan, R. Beegum T, et al., Enhanced lightweight and secure certificateless authentication scheme (ELWSCAS) for Internet of Things environment. Internet of Things, Volume 24, 100923, DOI: j.iot.2023.100923. IF 6 (2023 – Q1/WoS, Q1/SCOPUS)
A. Yasin, S.B. ud din Tahir, J. Frnda, R. Fatima, J.A. Khan, M.S. Anwar, Anomaly Prediction over Human Crowded Scenes via Associate-Based Data Mining and K-Ary Tree Hashing. International Journal of Intelligent Systems, Volume 2023, Article ID: 9822428, DOI: 10.1155/2023/9822428. IF 5 (2023 – Q1/WoS, Q1/SCOPUS)
M. A. Bouke, A. Abdullah, J. Frnda, K. Cengiz, B. Salah, Bukagini: a Stability-Aware Gini Index Feature Selection Algorithm for Robust Model Performance. IEEE Access, vol. 11, pp. 59386-59396, DOI: 10.1109/ACCESS.2023.3284975. IF 3.4 (2023 – Q2/WoS, Q1/SCOPUS)
R. Rafique, R. Gantassi, R. Amin, J. Frnda, A. Mustapha, A.H. Alshehri, Deep fake detection and classification using error‑level analysis and deep learning. Scientific Reports, vol. 13, article number: 7422, DOI: 10.1038/s41598-023-34629-3. IF 3.8 (2023 – Q1/WoS, Q1/SCOPUS)
A. Shah, B. Ali, M. Habib, J. Frnda, I. Ullah, M.S. Anwar, An Ensemble Face Recognition Mechanism based on Three-way Decisions. Journal of King Saud University - Computer and Information Sciences, Volume 35, Issue 4, Pages 196-208, DOI: 10.1016/j.jksuci.2023.03.016. IF 5.2 (2023 – Q1/WoS, Q1/SCOPUS)
K. Roy, S.S. Chaudhuri, J. Frnda, S. Bandopadhyay, I.J. Ray, S. Banerjee, J. Nedoma, Detection of Tomato Leaf Diseases for Agro-Based Industries Using Novel PCA DeepNet. IEEE Access, vol. 11, pp. 14983-15001, DOI: 10.1109/ACCESS.2023.3244499. IF 3.4 (2023 – Q2/WoS, Q1/SCOPUS)
A. wab ur Rashid Durrani, N. Minallah, N. Aziz, J. Frnda, W. Khan, J. Nedoma, Effect of hyper-parameters on the performance of ConvLSTM based deep neural network in crop classification. PLoS One 18(2): e0275653, DOI: 10.1371/journal.pone.0275653. IF 2.9 (2023 – Q1/WoS, Q1/SCOPUS)
T. Ur Rehman, M. Alam, N. Minallah, W. Khan, J. Frnda, S. Mushtaq, M. Ajmal, Long short term memory deep net performance on fused Planet-Scope and Sentinel-2 imagery for detection of agricultural crop. PLoS One 18(2): e0271897, DOI: 10.1371/journal.pone.0271897. IF 2.9 (2023 – Q1/WoS, Q1/SCOPUS)
G.S. Nijaguna, J. Ananda Babu, B.D. Parameshachari, R. Pérez de Prado, J. Frnda, Quantum Fruit Fly algorithm and ResNet50-VGG16 for medical diagnosis. Applied Soft Computing, Volume 136, 110055, DOI: 10.1016/j.asoc.2023.110055. IF 7.2 (2023 – Q1/WoS, Q1/SCOPUS)
V.N. Vinaykumar, J. Ananda Babu J. Frnda, Optimal guidance whale optimization algorithm and hybrid deep learning networks for land use land cover classification. EURASIP Journal on Advances in Signal Processing, Article number: 13 (2023), DOI: 10.1186/s13634-023-00980-w. IF 1.7 (2023 – Q3/WoS, Q2/SCOPUS)
K. Ullah, N. Minallah, D. Nayab, I. Ahmed, J. Frnda, J. Nedoma, SP-DSTS-MIMO Scheme-Aided H.266 for Reliable High Data Rate Mobile Video Communication. CMC-Computers, Materials & Continua, 74(1), pp. 995–1010, DOI: 10.32604/cmc.2023.030531. IF 2 (2023 – Q3/WoS, Q2/SCOPUS)
F.A. Kukkar, U.K. Lilhore, J. Frnda, J.K. Sandhu, R.P. Das, N. Goyal, A. Kumar, K. Muduli, F. Rezac, ProRE: An ACO-based Programmer Recommendation Model to Precisely Manage Software Bugs. Journal of King Saud University - Computer and Information Sciences, Volume 35, Issue 1, pp. 483-498, DOI: 10.1016/j.jksuci.2022.12.017. IF 5.2 (2023 – Q1/WoS, Q1/SCOPUS)
R. Inam ur, H. Raza, N. Razzaq, J. Frnda,, T. Zaidi, W. Abbasi, M. Shahid Anwar, A Computationally Efficient Distributed Framework for a State Space Adaptive Filter for the Removal of PLI from Cardiac Signals. Mathematics 11, no. 2:350, DOI: 10.3390/math11020350. IF 2.3 (2023 – Q1/WoS, Q2/SCOPUS)
Publications for 2024
M. Sher, N. Minallah, J. Frnda, W. Khan, Elevating Crop Classification Performance Through CNN-GRU Feature Fusion. IEEE Access, vol. 12, pp. 141013-141025, DOI: 10.1109/ACCESS.2024.3467193. IF 3.4 (2023 – Q2/WoS, Q1/SCOPUS)
R. Amin, R. Gantassi, N. Ahmed, A.H. Alshehri, F.S. Alsubaei, J. Frnda, A hybrid approach for adversarial attack detection based on sentiment analysis model using Machine learning. Engineering Science and Technology, an International Journal, Vol. 58, 101829, DOI: 10.1016/j.jestch.2024.101829. IF 5.1 (2023 – Q1/WoS, Q1/SCOPUS)
N. Aziz, N. Minallah, J. Frnda, M. Sher, M. Zeeshan, A.H. Durrani, Precision meets generalization: Enhancing brain tumor classification via pretrained DenseNet with global average pooling and hyperparameter tuning. PLoS ONE, 19(9): e0307825, DOI: 10.1371/journal.pone.0307825. IF 2.9 (2023 – Q1/WoS, Q1/SCOPUS)
M. Hussain, R. Amin, R. Gantassi, A.H. Alshehri, J. Frnda, S.M. Raza, Efficient handling of ACL policy change in SDN using reactive and proactive flow rule installation. Scientific Reports, 14, 14976, DOI: 10.1038/s41598-024-6572. IF 3.8 (2023 – Q1/WoS, Q1/SCOPUS)
A. Ranjha, M.A. Javed, M.J. Piran, M. Asif, M. Hussien, S. Zeadally, J. Frnda, Toward Facilitating Power Efficient URLLC Systems in UAV Networks Under Jittering. IEEE Transactions on Consumer Electronics, vol. 70, no. 1, pp. 3031-3041, DOI: 10.1109/TCE.2023.3305550. IF 4.3 (2023 – Q1/WoS, Q1/SCOPUS)
J. Frnda, S. Bandyopadhyay, M. Pavlicko, M. Durica, M. Savrasovs, S. Banerjee, Analysis of Pothole Detection Accuracy of Selected Object Detection Models Under Adverse Conditions. Transport and Telecommunication Journal, Vol 25, Issue 2, pp. 209 - 217, DOI: 10.2478/ttj-2024-0016. IF 1.1 (2023 – Q3/WoS, Q3/SCOPUS)
J. Frnda, M. Durica, J. Chun-Wei Lin, P. Fournier-Viger, Video dataset containing video quality assessment scores obtained from standardized objective and subjective testing. Data in Brief, vol. 54, 110458, DOI: 10.1016/j.dib.2024.110458. IF 1 (2023 – Q3/WoS, Q3/SCOPUS)
S.S. Narayana Chintapalli, S.P. Singh, J. Frnda, P.B. Divakarachari, V.L. Sarraju, P. Falkowski-Gilski, OOA-modified Bi-LSTM network: An effective intrusion detection framework for IoT systems. Heliyon, 10(8): e29410, DOI: 10.1016/j.heliyon.2024.e29410. IF 3.4 (2023 – Q1/WoS, Q1/SCOPUS)
S. Khan, H, Nisar, S.M. Umar Saeed, J. Frnda, A. Arsalan, R. Amin, R. Gantassi, S.H. Noorani, A machine learning based depression screening framework using temporal domain features of the electroencephalography signals. PLOS One, 19(3): e0299127, DOI: 10.1371/journal.pone.0299127. IF 2.9 (2023 – Q1/WoS, Q1/SCOPUS)
L. Sevcik, M. Uhrina, J. Frnda, UHD Database Focus on Smart Cities and Smart Transport. Electronics, 13, 904, DOI: 10.3390/electronics13050904. IF 2.6 (2023 – Q2/WoS, Q2/SCOPUS)
S.Z. Ul Hassan; M. Rafi, J. Frnda, GCZRec: Generative Collaborative Zero-Shot Framework for Cold Start News Recommendation. IEEE Access, vol. 12, pp. 16610-16620, DOI: 10.1109/ACCESS.2024.3359053. IF 3.4 (2023 – Q2/WoS, Q1/SCOPUS)
S.U. Ahmed, J. Frnda, M. Waqas, M.H. Khan, Dataset of Cattle Biometrics through Muzzle Images. Data in Brief, Article number: 110125, DOI: 10.1016/j.dib.2024.110125. IF 1 (2023 – Q3/WoS, Q3/SCOPUS)
G. Aziz, N. Minallah, A. Saeed, J. Frnda, W. Khan, Remote sensing based forest cover classification using machine learning. Scientific Reports, 14, Article number: 69, DOI: 10.1038/s41598-023-50863-1. IF 3.8 (2023 – Q1/WoS, Q1/SCOPUS)
Scientific Cooperations
Professor Miroslav Voznak - FEECS VŠB-TU Ostrava (Czech Republic) *
Professor Philippe Fournier-Viger - Shenzhen University (China) *
Professor Jerry Chun-Wei Lin - Western Norway University of Applied Sciences (Norway) *
Assoc. prof. Miralem Mehic, Ph.D. - FEE University of Sarajevo (Bosnia and Herzegovina)
Assoc. prof. Jan Nedoma, Ph.D. - FEECS VŠB-TU Ostrava (Czech Republic)*
Professor Radek Martinek - FEECS VŠB-TU Ostrava (Czech Republic)*
Korhan Cengiz, Ph.D. - University of Fujiarah (United Arab Emirates)*
Associate Professor Nasru Minallah, Ph.D. - University of Engineering and Technology (Pakistan)
Professor Parameshachari B.D., Ph.D. - Nitte Meenakshi Institute of Technology, Bangalore (India)
Professor Blaise Ravelo - Nanjing University of Information Science & Technology (China) *
Associate Professor Muhammad Awais Javed - COMSATS University Islamabad (Pakistan) *
Research Professor Rahma Gantassi - Chonnam National University (South Korea)
* enlisted (at least in one edition) in the World Ranking Top 2% Scientists by Stanford University (https://elsevier.digitalcommonsdata.com/datasets/btchxktzyw/6)
Invited Reviewer for journals
EURASIP Journal on Audio, Speech, and Music Processing (5-year Impact Factor 1.4): 2016(2), 2017(1), 2018(2), 2019(2), 2021(1), 2022(1)
International Journal of Digital Multimedia Broadcasting (5-year Impact Factor 1.6): 2017(1)
https://orcid.org/0000-0001-6065-3087