Dr. rer. nat. Martin Drozda
Journals, Conferences & Workshops
Maroš Čavojský, Martin Drozda. User Experience Meets GPS Trajectory Search. IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2023
Maroš Čavojský, Martin Drozda. Search by Pattern in GPS Trajectories. EAI MobiCASE 2022, 13th EAI International Conference on Mobile Computing, Applications and Services. Springer Nature Switzerland, 2022. p. 117-132. [Conference paper]
Maroš Čavojský, Martin Drozda. Gap Analysis of Cohave, Geolife and T-Drive Datasets. DIVAI 2022, 14th International Scientific Conference on Distance Learning in Applied Informatics. [pdf]
Maroš Čavojský, Martin Drozda, Zoltán Balogh. Analysis and Experimental Evaluation of the Needleman-Wunsch Algorithm for Trajectory Comparison. Expert Systems with Applications, 2020, Elsevier. https://doi.org/10.1016/j.eswa.2020.114068
Maroš Čavojský, Martin Drozda. Comparison of User Trajectories with the Needleman-Wunsch Algorithm. MobiCASE 2019, 10th EAI International Conference on Mobile Computing, Applications and Services. Springer, Cham. 2019. p. 141-154. https://doi.org/10.1007/978-3-030-28468-8_11
Maroš Čavojský, Marek Uhlar, Marian Ivanis, Martin Molnar, Martin Drozda. User Trajectory Extraction Based on WiFi Scanning. 2018 6th International Conference on Future Internet of Things and Cloud Workshops, pp. 115-120, IEEE, 2018. doi
Markus Rokicki, Martin Drozda. Evaluating Trade-offs in Energy Efficient Error Detection. International Journal of Communication Systems,vol. 30, no. 7, Wiley&Sons, 2017. doi
Maroš Čavojský and Martin Drozda. Energy Efficient Trajectory Recording of Mobile Devices Using WiFi Scanning. The First International Workshop on Crowd Intelligence for Smart Cities. Proc. of 2016 Intl. IEEE Conferences on Ubiquitous Intelligence Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), pp. 1079-1085, IEEE, 2016. doi
Stanislav Marcek, Martin Drozda. Predicting System Failures on Mobile Devices. Proc. of Mediterranean Conference on Information & Communication Technologies (MedICT 2015), pp.499-508, Saidia, Morocco, Springer LNEE, 2016. doi
Mei-Chen Lo, Yi-Chuan Hsu and Martin Drozda. Building priority strategies of brand equity measurement with AHP - case of mobile companies in Taiwan. Proc. of 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 514-518, Singapore, 2015.
Mei-Chen Lo, Yi-Chuan Hsu and Martin Drozda. Entrepreneur's priority traits on creative and innovative behavior in technology era - case of innovative new start-up businesses. Proc. of 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 455-459, Singapore, 2015.
Stanislav Marcek, Martin Drozda. Network Intrusion Detection with Cascading Classification. Proc. of the 5th International Conference on Intelligent Systems, Modelling, and Simulation (ISMS 2014), pp. 54-59, Langkawi, Malaysia, IEEE Computer Society Press, 2014. pdf doi
Martin Drozda, Iain Bate, Jon Timmis. Bio-inspired Error Detection for Complex Systems. Proc. the 17th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2011), pp. 154-163, Pasadena, CA, USA, 2011. pdf doi
Martin Drozda, Sven Schaust, Sebastian Schildt, Helena Szczerbicka. Priming: Making the Reaction to Intrusion or Fault Predictable. Natural Computing, vol. 10, no. 1, pp. 243-274, Springer, 2011. pdf the final publication is available at www.springerlink.com
Martin Drozda, Sven Schaust, Helena Szczerbicka. Immuno-Inspired Knowledge Management for Ad Hoc Wireless Networks. In Smart Information and Knowledge Management, Ngoc Thanh Nguyen and Edward Szczerbicki (Eds.), Studies in Computational Intelligence, vol. 260, pp. 1-26, Springer, 2010. doi
Mei-Chen Lo, Toshimasa Ozaki, Martin Drozda, Helena Szczerbicka, Gwo-Hshiung Tzeng. Analysis of competitive advantages - approach of transnational interregional I-O table. Proc. 2010 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 65-69, Macau, China, 2010.
Sven Schaust, Martin Drozda, Helena Szczerbicka. Is Receptor Degeneracy Suitable for Automatic Response Decisions in Ad Hoc Networks? PerAda Workshop on Novel Applications of Bio-Inspired Computing to Pervasive Adaptive Systems. Proc. 9th International Conference on Artificial Immune Systems (ICARIS'10), LNCS 6209, pp. 317-319, Springer, Edinburgh , UK, 2010. doi
Stanislav Marcek, Martin Drozda, Gabriel Juhas, Fedor Lehocki. Intrusion Detection in High Dimensional Space. Proc. Second International Symposium on Applied Sciences in Bio-Medical and Communication Technologies (ISABEL'09), IEEE Press, Bratislava, Slovakia, 2009. pdf doi
Martin Drozda, Sven Schaust. Costimulation and Priming: Can it Help Protect Ad Hoc Wireless Networks? Proc. Second International Symposium on Applied Sciences in Bio-Medical and Communication Technologies (ISABEL'09), IEEE Press, Bratislava, Slovakia, 2009. pdf doi
Sven Schaust, Martin Drozda, Helena Szczerbicka. Impact of Packet Injection Models on Misbehaviour Detection Performance in Wireless Sensor Networks (Chapter 4). In From Problem to Solution: Wireless Sensor Networks Security, Zhen Jiang and Yi Pan (Eds.), pp. 63-90, Nova Publishers, 2009. link
Martin Drozda, Sven Schaust, Sebastian Schildt, Helena Szczerbicka. An Error Propagation Algorithm for Ad Hoc Wireless Networks. Proc. 8th International Conference on Artificial Immune Systems (ICARIS'09), LNCS 5666, pp. 260-273, Springer, York, UK, 2009. pdf original publication at Springer
Matthias Becker, Martin Drozda, Sven Schaust, Sebastian Bohlmann, Helena Szczerbicka. On Classification Approaches for Misbehavior Detection in Wireless Sensor Networks. Journal of Computers, vol. 4, no. 5, pp. 357-365, Academy Publisher, 2009. link
Fedor Lehocki, Gabriel Juhas, Robert Lorenz, Martin Drozda. Extended Fuzzy Petri Nets for Decision Support. Proc. First International Symposium on Applied Sciences in Bio-Medical and Communication Technologies (ISABEL'08), IEEE Press, Aalborg, Denmark, 2008. pdf doi
Martin Drozda, Sebastian Schildt, Sven Schaust, Sandra Einhellinger, Helena Szczerbicka. A Tool for Prototyping AIS Based Protection Systems for Ad hoc and Sensor Networks. Cybernetics and Systems, vol. 39, no. 7, pp. 719-742, Taylor&Francis, 2008. doi
Fedor Lehocki, Gabriel Juhas, Robert Lorenz, Helena Szczerbicka, Martin Drozda. Decision Support with Logical and Fuzzy Petri Nets. Cybernetics and Systems, vol. 39, no. 6, pp. 617-640, Taylor&Francis, 2008. doi
Matthias Becker, Martin Drozda, Sebastian Jaschke, Sven Schaust. Comparing Performance of Misbehavior Detection based on Neural Networks and AIS. Proc. IEEE Systems, Man, and Cybernetics Conference (SMC'08), pp. 757-762, Singapore, 2008. doi
Sven Schaust, Martin Drozda. Influence of Network Payload and Traffic Models on the Detection Performance of AIS. Proc. 2008 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS'08), pp. 44-51, IEEE Press, Edinburgh, UK, 2008. pdf
Matthias Becker, Martin Drozda, Sven Schaust. Performance of Security Mechanisms in Wireless Ad Hoc Networks. Workshop on Security and High Performance Computing Systems. In Proc. 2008 International Conference on High Performance Computing and Simulation, pp. 235-240, Nicosia, Cyprus, 2008.
Martin Drozda, Sebastian Schildt, Sven Schaust, Sandra Einhellinger, Helena Szczerbicka. AIS-Lib: An AIS Library for Ad Hoc and Sensor Wireless Networks. Proc. the Fifth Annual Conference on Wireless On demand Network Systems and Services (IEEE/IFIP WONS 2008), pp. 85-88, Garmisch-Partenkirchen, Germany. pdf AIS-Lib download doi
Sven Schaust, Martin Drozda, Helena Szczerbicka. Impact of Packet Injection Models on Misbehaviour Detection Performance in Wireless Sensor Networks. Proc. 3rd IEEE International Workshop on Wireless and Sensor Networks Security (WSNS), Pisa, Italy, 2007. pdf doi
Martin Drozda, Sven Schaust, Helena Szczerbicka. AIS for Misbehavior Detection in Wireless Sensor Networks: Performance and Design Principles. Proc. IEEE Congress on Evolutionary Computation (CEC'07), pp. 3719-3726, Singapore, 2007. pdf doi Also available as a full version; see Technical reports below.
Martin Drozda. Sensor and Ad Hoc Wireless Networks (Tutorial). Proc. 7th International Conference on Application of Concurrency to System Design (ACSD), pp. 223-227, IEEE CS Press, Bratislava, Slovakia, 2007. pdf doi
Martin Drozda, Sven Schaust, Helena Szczerbicka. Is AIS Based Misbehavior Detection Suitable for Wireless Sensor Networks? Proc. IEEE Wireless Communications and Networking Conference (WCNC'07), pp. 3130-3135, Hong Kong, 2007. pdf doi
Martin Drozda, Sven Schaust, Helena Szczerbicka. Simulation of Misbehaviour Detection in Wireless Ad Hoc Networks. Proc. 19th Symposium on Simulation Technique (ASIM), pp. 235-240, Hannover, Germany, 2006. pdf
Sven Schaust, Martin Drozda, Helena Szczerbicka. Impact of Misbehaviour and its Detection in Ad-hoc Wireless Sensor Networks using AIS. 3. GI/ITG KuVS Fachgespraech "Ortsbezogene Anwendungen und Dienste", pp. 40-43, Freie Universitaet Berlin, 2006. pdf
M. Drozda, H. Szczerbicka. Artificial Immune Systems: Survey and Applications in Ad Hoc Wireless Networks. Proc. 2006 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS'06), pp. 485-492, Calgary, Canada, 2006. pdf
M. Drozda, H. Szczerbicka, T. Bessey, M. Becker, R. Barton. Approaching Ad Hoc Wireless Networks with Autonomic Computing: A Misbehavior Perspective. Proc. 2005 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS'05), pp. 723-733, Philadelphia, PA, 2005. pdf
Chris Barrett, Martin Drozda, Madhav V. Marathe, S.S. Ravi, James P. Smith. A mobility and traffic generation framework for modeling and simulating ad hoc communication networks. Scientific Programming, vol. 12, no. 1, pp. 1-23, IOS Press, 2004. pdf
C. L. Barrett, M. Drozda, D. C. Engelhart, V. S. Anil Kumar, M. V. Marathe, M. M. Morin, S. S. Ravi, and J. P. Smith. Understanding Protocol Performance and Robustness of Ad Hoc Networks Through Structural Analysis. Proc. IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2005), vol.3, pp. 65-72, Montreal, Canada, 2005. pdf doi
Christopher L. Barrett, Martin Drozda, Achla Marathe, and Madhav V. Marathe. Analyzing Interaction Between Network Protocols, Topology and Traffic in Wireless Radio Networks. Proc. IEEE Wireless Communications and Networking Conference (WCNC'03), vol.3, pp. 1760-1766, New Orleans, Louisiana, 2003. pdf doi
Christopher L. Barrett, Martin Drozda, Achla Marathe, and Madhav V. Marathe. Characterizing the Interaction Between Routing and MAC Protocols in Ad-Hoc Networks. Proc. The Third ACM International Symposium on Mobile Ad Hoc Networking and Computing (MOBIHOC 2002), pp. 92-103, 2002, Lausanne, Switzerland. pdf doi 16% acceptance rate
C.L.Barrett, M.Drozda, M.V.Marathe. A Comparative Experimental Study of Media Access Protocols for Wireless Radio Networks, Proc. IEEE Wireless Communications and Networking Conference (WCNC'02), vol. 1, pp. 405-411, Orlando, Florida, 2002. pdf doi
M. Drozda. Electric Power Exchanges with Sensitivity Matrices, An Experimental Analysis. Proc. IEEE Systems, Man, and Cybernetics Conference (SMC'01), vol.3, pp. 1942-1947, Tucson, Arizona, 2001. pdf doi
L. J. Dowell, M. Drozda, D. B. Henderson, V. W. Loose, M. V. Marathe and D. J. Roberts. Scalability of ELISIMS: Comprehensive Detailed Simulation of the Electric Power Industry, Proc. IEEE Systems, Man, and Cybernetics Conference (SMC'00), vol. 1, pp. 393-398, Nashville, TN, 2000. pdf doi
M. Drozda. A Concept of Disturbance in the Control of Discrete Event Systems, Proc. Advanced Simulation of Systems (ASIS'97), Krnov, Czech Republic, pp. 273-277, 1997.
Selected Technical Reports
Martin Drozda, Sebastian Schildt, Sven Schaust, Helena Szczerbicka. An Immuno-Inspired Approach to Misbehavior Detection in Ad Hoc Wireless Networks. Computing Research Repository (CoRR), abs/1001.3113, arXiv, 2010.
Martin Drozda, Sven Schaust, Helena Szczerbicka. AIS for Misbehavior Detection in Wireless Sensor Networks: Performance and Design Principles. Computing Research Repository (CoRR), abs/0906.3461, arXiv, 2009. A full version of the IEEE CEC 2007 paper.
K. Atkins, C. Barrett, R. Beckman, K.R. Bisset, S. Eubank, N. Hengartner, G. Istrate, A. Kumar, M.V. Marathe, H. Mortveit, C. Reidys, P.R. Romero, J.P. Smith, P. Stretz, C. Engelhart, M. Drozda, M. Morin, S. Pathak, S. Zust. NISAC Telecom Sector: Integrated Tool for end-to-end Analysis of Extremely Large Next Generation Telecommunication Networks (AdHopNet), Los Alamos National Laboratory Report LA-UR-03-1886, 2003.
K. Atkins, C. Barrett, R. Beckman, K. Bisset, M. Drozda, S. Eubank, C. Engelhart, N. Hengartner, G. Istrate, Anil Kumar, M.V. Marathe, M. Morin, C. Reidys, S. Ravi, P. Romero, R. Pistone, S. Pathak, J. Smith, P. Stretz, S. Zust. AdHopNET: Integrated Tool for End-to-End Analysis of Extremely Large Next Generation Communication Networks, Volume I, Technical Report No. LA-UR-03-2076, Los Alamos National Laboratory, 2003.
C.L. Barrett, M. Drozda, A. Marathe, and M.V. Marathe. Characterizing the Interaction Between Routing and MAC Protocols in Ad-Hoc Networks, Los Alamos National Laboratory, Technical Report, LA-UR-03-1537, Los Alamos, USA, 2003. pdf A full version of the Mobihoc 2002 paper.
Barrett, C.L., Drozda, M., Marathe, M.V., Marathe, A.: Effect of mobility on performance of wireless ad-hoc network protocols. Technical Report LA-UR-01-6370, Los Alamos National Laboratory, Los Alamos, USA, 2001.
Barrett, C.L., Drozda, M., Marathe, M.V., Marathe, A.: Do routing protocols affect media access control protocols? Technical Report LA-UR-01-6212, Los Alamos National Laboratory, Los Alamos, USA, 2001.
Barrett, C.L., Drozda, M., Marathe, M.V.: A Comparative Experimental Study of Media Access Protocols for Wireless Radio Networks. Technical Report LA-UR-01-6217, Los Alamos National Laboratory, Los Alamos, USA, 2001. pdf
Booth, S., Drozda, M.: Description of the FOSSILSIMS simulation prototypes. Research Report LA-UR-00-4814, Los Alamos National Laboratory, Los Alamos, USA, 2000.
Dowell, L.J., Drozda, M., Henderson, D.B., Loose, V.W., Marathe, M.V., Roberts, D.J.: Electric Industry Simulation System (ELISIMS). Research Report LA-UR-00-1572, Los Alamos National Laboratory, Los Alamos, USA, 2000.
Ing. Maros Cavojsky PhD.
Journals, Conferences & Workshops
Maroš Čavojský. Identifying Bus Lines and Outliers in Bus Routes of Rio de Janeiro. 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems 2023
Maroš Čavojský, Martin Drozda. User Experience Meets GPS Trajectory Search. IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2023
Maroš Čavojský, Martin Drozda. Search by Pattern in GPS Trajectories. EAI MobiCASE 2022, 13th EAI International Conference on Mobile Computing, Applications and Services. Springer Nature Switzerland, 2022. p. 117-132. [Conference paper]
Maroš Čavojský, Martin Drozda. Gap Analysis of Cohave, Geolife and T-Drive Datasets. DIVAI 2022, 14th International Scientific Conference on Distance Learning in Applied Informatics. [pdf]
Maroš Čavojský, Martin Drozda, Zoltán Balogh. Analysis and Experimental Evaluation of the Needleman-Wunsch Algorithm for Trajectory Comparison. Expert Systems with Applications, 2020, Elsevier. pdf https://doi.org/10.1016/j.eswa.2020.114068
Maroš Čavojský, Martin Drozda. Comparison of User Trajectories with the Needleman-Wunsch Algorithm. MobiCASE 2019, 10th EAI International Conference on Mobile Computing, Applications and Services. Springer, Cham. 2019. p. 141-154. pdf https://doi.org/10.1007/978-3-030-28468-8_11
Maroš Čavojský, Marek Uhlar, Marian Ivanis, Martin Molnar, Martin Drozda. User Trajectory Extraction Based on WiFi Scanning. 2018 6th International Conference on Future Internet of Things and Cloud Workshops, pp. 115-120, IEEE, 2018. pdf doi
Maroš Čavojský and Martin Drozda. Energy Efficient Trajectory Recording of Mobile Devices Using WiFi Scanning. The First International Workshop on Crowd Intelligence for Smart Cities. Proc. of 2016 Intl. IEEE Conferences on Ubiquitous Intelligence Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), pp. 1079-1085, IEEE, 2016. pdf doi
Ing. Stanislav Marček PhD.
Journals, Conferences & Workshops
Stanislav Marcek, Martin Drozda. Predicting System Failures on Mobile Devices. Proc. of Mediterranean Conference on Information & Communication Technologies (MedICT 2015), pp.499-508, Saidia, Morocco, Springer LNEE, 2016. doi
Stanislav Marcek, Martin Drozda. Network Intrusion Detection with Cascading Classification. Proc. of the 5th International Conference on Intelligent Systems, Modelling, and Simulation (ISMS 2014), pp.54-59, Langkawi, Malaysia, IEEE Computer Society Press, 2014. pdf doi
Stanislav Marcek, Martin Drozda, Gabriel Juhas, Fedor Lehocki. Intrusion Detection in High Dimensional Space. Proc. Second International Symposium on Applied Sciences in Bio-Medical and Communication Technologies (ISABEL'09), IEEE Press, Bratislava, Slovakia, 2009. pdf doi