Department of Intelligent Systems

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  • 2019

    A Fog Node Architecture for Real-Time Processing of Urban IoT Data Streams

    Badidi, M. E., Jan 1 2019, Software Engineering Methods in Intelligent Algorithms - Proceedings of 8th Computer Science On-line Conference 2019, Vol. 1. Silhavy, R. (ed.). Springer Verlag, p. 330-341 12 p. (Advances in Intelligent Systems and Computing; vol. 984).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • Energy Routing Algorithms for the Energy Internet

    Abdella, J., Shuaib, K. A. & Harous, S., May 8 2019, 9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings. Martins, J., Jotsov, V., Bierwolf, R., Mendonca, J. P., Jardim-Goncalves, R. & Marques, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 80-86 7 p. 8710585. (9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • Towards a message broker based platform for real-time streaming of urban IoT data

    Badidi, M. E., Jan 1 2019, Computational and Statistical Methods in Intelligent Systems. Silhavy, R., Silhavy, P. & Prokopova, Z. (eds.). Springer Verlag, p. 39-49 11 p. (Advances in Intelligent Systems and Computing; vol. 859).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2017

    Candidate document retrieval for Arabic-based text reuse detection on the web

    Lulu, L., Belkhouche, B. & Harous, S., Mar 16 2017, Proceedings of the 2016 12th International Conference on Innovations in Information Technology, IIT 2016. Institute of Electrical and Electronics Engineers Inc., 7880048

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Differences in emoji sentiment perception between readers and writers

    Berengueres, J. & Castro, D., Jul 1 2017, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Nie, J-Y., Obradovic, Z., Suzumura, T., Ghosh, R., Nambiar, R., Wang, C., Zang, H., Baeza-Yates, R., Baeza-Yates, R., Hu, X., Kepner, J., Cuzzocrea, A., Tang, J. & Toyoda, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4321-4328 8 p. (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Citations (Scopus)
  • Middleware to support cyber-physical systems

    Mohamed, N., Al-Jaroodi, J., Lazarova-Molnar, S. & Jawhar, I., Jan 17 2017, 2016 IEEE 35th International Performance Computing and Communications Conference, IPCCC 2016. Institute of Electrical and Electronics Engineers Inc., 7820605. (2016 IEEE 35th International Performance Computing and Communications Conference, IPCCC 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Citations (Scopus)
  • Towards Service-Oriented Middleware for Fog and Cloud Integrated Cyber Physical Systems

    Mohamed, N., Lazarova-Molnar, S., Jawhar, I. & Al-Jaroodi, J., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems Workshops, ICDCSW 2017. Ferreira, J. E., Higashino, T. & Musaev, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 67-74 8 p. 7979797. (Proceedings - IEEE 37th International Conference on Distributed Computing Systems Workshops, ICDCSW 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Citations (Scopus)
  • 2016

    Gene-disease association through topological and biological feature integration

    Hanna, E. M. & Zaki, N. M., Jan 12 2016, Proceedings - 2015 11th International Conference on Innovations in Information Technology, IIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 225-229 5 p. 7381544

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Pagerank algorithm to improve the Peer-Led team learning pedagogical approach

    Zaki, N., 2016, Smart Education and e-Learning 2016. Springer Science and Business Media Deutschland GmbH, Vol. 59. p. 225-234 10 p. (Smart Innovation, Systems and Technologies; vol. 59).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • 2015

    A new topology management scheme for large scale mobile ad hoc networks

    Bentaleb, A., Harous, S. & Boubetra, A., Jun 10 2015, 2015 IEEE International Conference on Electro/Information Technology, EIT 2015. IEEE Computer Society, Vol. 2015-June. p. 31-37 7 p. 7293318

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Citations (Scopus)
  • Detecting protein complexes using gene expression biclusters

    Hanna, E. M. & Zaki, N. M., Oct 16 2015, 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2015. Institute of Electrical and Electronics Engineers Inc., 7300271. (2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Evolution of feature-oriented software: How to stay on course and avoid the cliffs of modularity drift

    Olszak, A., Lazarova-Molnar, S. & Jørgensen, B. N., Jan 1 2015, Software Technologies - 9th International Joint Conference, ICSOFT 2014, Revised Selected Papers. Cardoso, J., Maciaszek, L. A., Holzinger, A., Libourel, T., Cordeiro, J., Holzinger, A., van Sinderen, M., Libourel, T., Maciaszek, L. A., Cardoso, J., Cordeiro, J. & van Sinderen, M. (eds.). Springer Verlag, p. 183-201 19 p. (Communications in Computer and Information Science; vol. 555).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • Novel domain identification approach for protein-protein interaction prediction

    Shatnawi, M. & Zaki, N. M., Oct 16 2015, 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2015. Institute of Electrical and Electronics Engineers Inc., 7300340. (2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Towards cooperative cloud service brokerage for SLA-driven selection of cloud services

    Badidi, E., Jan 1 2015, Software Engineering in Intelligent Systems - Proceedings of the 4th Computer Science On-line Conference 2015, CSOC2015. Silhavy, R., Senkerik, R., Oplatkova, Z. K., Prokopova, Z. & Silhavy, P. (eds.). Springer Verlag, p. 271-281 11 p. (Advances in Intelligent Systems and Computing; vol. 349).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • 2014

    A context broker federation for QoC-driven selection of cloud-based context services

    Badidi, E., Jan 1 2014, 2014 9th International Conference for Internet Technology and Secured Transactions, ICITST 2014. Institute of Electrical and Electronics Engineers Inc., p. 185-190 6 p. 7038802. (2014 9th International Conference for Internet Technology and Secured Transactions, ICITST 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • A quality driven approach for provisioning context information to adaptive context-aware services

    Badidi, E., Jan 1 2014, Modern Trends and Techniques in Computer Science - 3rd Computer Science On-line Conference, CSOC 2014. Silhavy, R., Senkerik, R., Oplatkova, Z. K., Silhavy, P. & Prokopova, Z. (eds.). Springer Verlag, p. 407-420 14 p. (Advances in Intelligent Systems and Computing; vol. 285).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Characterization of Nested Complexes in Protein Interaction Networks

    Zaki, N. & Mora, A., Feb 19 2014, Proceedings - 2014 International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2014. Institute of Electrical and Electronics Engineers Inc., p. 48-54 7 p. 7046160. (Proceedings - 2014 International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • ProRank+: A method for detecting protein complexes in protein interaction networks

    Hanna, E. M. & Zaki, N., Jan 1 2014, BIOINFORMATICS 2014 - 5th Int. Conf. on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 7th Int. Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014. SciTePress, p. 239-244 6 p. (BIOINFORMATICS 2014 - 5th Int. Conf. on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 7th Int. Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • 2013

    A Cloud Service Broker for SLA-based SaaS provisioning

    Badidi, E., Jan 1 2013, International Conference on Information Society, i-Society 2013. IEEE Computer Society, p. 61-66 6 p. 6636341. (International Conference on Information Society, i-Society 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    38 Citations (Scopus)
  • Cliques and clusters based hierarchical scheme for sensor networks partitioning

    Lakhlef, H., Bentaleb, A., Myoupo, J. F., Boubetra, A. & Harous, S., Dec 1 2013, 2013 7th IEEE GCC Conference and Exhibition, GCC 2013. p. 355-360 6 p. 6705804. (2013 7th IEEE GCC Conference and Exhibition, GCC 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Discrete-event simulation for design of enhanced project schedules

    Lazarova-Molnar, S. & Mizouni, R., Jul 31 2013, Summer Computer Simulation Conference and Work in Progress, SCSC 2013 and WIP 2013 - 2013 Summer Simulation Multiconference, SummerSim 2013. 11 ed. p. 51-58 8 p. (Simulation Series; vol. 45, no. 11).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Failure impact on coverage in linear wireless sensor networks

    Mohamed, N., Al-Jaroodi, J., Jawhar, I. & Lazarova-Molnar, S., 2013, Proceedings of the 2013 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - Part of SummerSim 2013 Multiconference. p. 188-195 8 p. 6595761. (Proceedings of the 2013 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - Part of SummerSim 2013 Multiconference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Citations (Scopus)
  • Failure impact on coverage in linear wireless sensor networks

    Mohamed, N., Al-Jaroodi, J., Jawhar, I. & Lazarova-Molnar, S., 2013, International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - 2013 Summer Simulation Multiconference, SummerSim 2013. 9 ed. p. 188-195 8 p. (Simulation Series; vol. 45, no. 9).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Citations (Scopus)
  • Middleware requirements for collaborative unmanned aerial vehicles

    Mohamed, N., Al-Jaroodi, J., Jawhar, I. & Lazarova-Molnar, S., 2013, 2013 International Conference on Unmanned Aircraft Systems, ICUAS 2013 - Conference Proceedings. p. 1051-1060 10 p. 6564794. (2013 International Conference on Unmanned Aircraft Systems, ICUAS 2013 - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Citations (Scopus)
  • Modeling and simulation of epidemic spread: Recent advances

    Shatnawi, M., Lazarova-Molnar, S. & Zaki, N., Aug 9 2013, 2013 9th International Conference on Innovations in Information Technology, IIT 2013. p. 118-123 6 p. 6544404. (2013 9th International Conference on Innovations in Information Technology, IIT 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • Performance modeling of data dissemination in vehicular ad hoc networks

    Chaqfeh, M., Lakas, A. & Lazarova-Molnar, S., 2013, Proceedings - 17th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, DS-RT 2013. Institute of Electrical and Electronics Engineers Inc., p. 135-141 7 p. 6690503. (Proceedings - IEEE International Symposium on Distributed Simulation and Real-Time Applications, DS-RT).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Petri nets extension to model state-varying failure rates

    Lazarova-Molnar, S., 2013, Summer Computer Simulation Conference and Work in Progress, SCSC 2013 and WIP 2013 - 2013 Summer Simulation Multiconference, SummerSim 2013. 11 ed. p. 245-252 8 p. (Simulation Series; vol. 45, no. 11).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Protein-protein Interaction Prediction using Arabic semantic analysis

    Zaki, N. M., Al Dhaheri, A. A., Alawar, K. A. & Harous, S., Aug 9 2013, 2013 9th International Conference on Innovations in Information Technology, IIT 2013. p. 243-247 5 p. 6544426. (2013 9th International Conference on Innovations in Information Technology, IIT 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Recent trends in solving the deterministic resource constrained Project Scheduling Problem

    Karam, A. & Lazarova-Molnar, S., Aug 9 2013, 2013 9th International Conference on Innovations in Information Technology, IIT 2013. p. 124-129 6 p. 6544405. (2013 9th International Conference on Innovations in Information Technology, IIT 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • SOA and cloud based architecture for non-invasive health monitoring

    Serhani, M. A., Badidi, E. & Benharref, A., May 27 2013, HEALTHINF 2013 - Proceedings of the International Conference on Health Informatics. p. 386-389 4 p. (HEALTHINF 2013 - Proceedings of the International Conference on Health Informatics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Social content authoring with no 'social traps'

    Boubas, A. Y. & Harous, S., Sep 5 2013, Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, CTS 2013. p. 624-627 4 p. 6567300. (Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, CTS 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Towards dynamic non-obtrusive health monitoring based on SOA and cloud

    Serhani, M. A., Benharref, A. & Badidi, E., Apr 10 2013, Health Information Science - Second International Conference, HIS 2013, Proceedings. p. 125-136 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7798 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • WebSight: The use of the grid-based interface to convey layout of web-pages in a non-visual environment

    Kamel, H. M. & Erhan, H. I., Aug 1 2013, Universal Access in Human-Computer Interaction: User and Context Diversity - 7th International Conference, UAHCI 2013, Held as Part of HCI International 2013, Proceedings. PART 2 ed. p. 674-683 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8010 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • 2012

    Detecting protein complexes from noisy protein interaction data

    Efimov, D., Zaki, N. & Berengueres, J., Sep 28 2012, Proc. of the 11th Int. Workshop on Data Mining in Bioinformatics, BIOKDD 2012 - Held in Conjunction with the 18th ACM SIGKDD Int. Conference on Knowledge Discovery and Data Mining, SIGKDD'12. p. 1-7 7 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • Parallel abstraction of images with applications in image retrieval

    Harous, S. & Boubas, A., Nov 12 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012. p. 170-174 5 p. 6310539. (2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • ProRank: A method for detecting protein complexes

    Zaki, N., Berengueres, J. & Efimov, D., Aug 13 2012, GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation. p. 209-216 8 p. (GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    25 Citations (Scopus)
  • 2011

    A framework for brokered Service Level agreements in SOA environments

    Badidi, E., Dec 22 2011, Proceedings of the 2011 7th International Conference on Next Generation Web Services Practices, NWeSP 2011. p. 37-42 6 p. 6088150. (Proceedings of the 2011 7th International Conference on Next Generation Web Services Practices, NWeSP 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • A framework for enhanced project schedule design to aid project manager's decision making processes

    Lazarova-Molnar, S., Mizouni, R. & Kesserwan, N., Dec 1 2011, 23rd European Modeling and Simulation Symposium, EMSS 2011. p. 516-525 10 p. (23rd European Modeling and Simulation Symposium, EMSS 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • A genetic algorithm to enhance transmembrane helices prediction

    Zaki, N., Bouktif, S. & Lazarova-Molnar, S., Aug 24 2011, Genetic and Evolutionary Computation Conference, GECCO'11. p. 347-354 8 p. (Genetic and Evolutionary Computation Conference, GECCO'11).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • A novel approach to realistic modeling and simulation of state-varying failure rates

    Lazarova-Molnar, S., 2011, 23rd European Modeling and Simulation Symposium, EMSS 2011. p. 526-534 9 p. (23rd European Modeling and Simulation Symposium, EMSS 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A simulation-based approach to enhancing project schedules by the inclusion of remedial action scenarios

    Lazarova-Molnar, S. & Mizouni, R., 2011, Proceedings of the 2011 Winter Simulation Conference, WSC 2011. p. 761-772 12 p. 6147803. (Proceedings - Winter Simulation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • A survey of indoor positioning systems and algorithms

    Al Nuaimi, K. & Kamel, H., 2011, 2011 International Conference on Innovations in Information Technology, IIT 2011. p. 185-190 6 p. 5893813. (2011 International Conference on Innovations in Information Technology, IIT 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    170 Citations (Scopus)
  • Features extraction using free score of words for classifying conotoxin superfamily

    Zaki, N., Campbell, P., Wolfsheimer, S. & Nuel, G., Nov 21 2011, Proceedings - 2011 12th ACIS International Conference on Software Engineering, Artificial Intelligence Networking and Parallel Distributed Computing, SNPD 2011. p. 79-84 6 p. 6063548. (Proceedings - 2011 12th ACIS International Conference on Software Engineering, Artificial Intelligence Networking and Parallel Distributed Computing, SNPD 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • GENESTEM: A novel approach for an Arabic stemmer using genetic algorithms

    Boubas, A., Lulu, L., Belkhouche, B. & Harous, S., Jul 11 2011, 2011 International Conference on Innovations in Information Technology, IIT 2011. p. 77-82 6 p. 5893872. (2011 International Conference on Innovations in Information Technology, IIT 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Citations (Scopus)
  • Image abstraction for improved semantic retrieval accuracy and reduced space-time complexities

    Boubas, A. Y., Harous, S. & Belkhouche, B., Dec 1 2011, Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011. p. 1363-1367 5 p. 6100456. (Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • Intelligent techniques for image segmentation in cell tracking and mobility analysis

    Aly, A. A., Deris, S. B. & Zaki, N., Jul 11 2011, 2011 International Conference on Innovations in Information Technology, IIT 2011. p. 346-349 4 p. 5893846. (2011 International Conference on Innovations in Information Technology, IIT 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Towards a cloud-based framework for context management

    Badidi, E. & Taleb, I., Jul 11 2011, 2011 International Conference on Innovations in Information Technology, IIT 2011. p. 35-40 6 p. 5893849. (2011 International Conference on Innovations in Information Technology, IIT 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Citations (Scopus)
  • 2010

    A policy-based framework for QoS management in service oriented environments

    Badidi, E., Serhani, M. A. & Esmahi, L., Dec 1 2010, Innovations and Advances in Computer Sciences and Engineering. p. 467-472 6 p. (Innovations and Advances in Computer Sciences and Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • A quality of context driven approach for the selection of context services

    Badidi, E. & Esmahi, L., Dec 1 2010, ICE-B 2010 - Proceedings of the International Conference on e-Business. p. 89-94 6 p. (ICE-B 2010 - Proceedings of the International Conference on e-Business).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Floating task: Introducing and simulating a higher degree of uncertainty in project schedules

    Lazarova-Molnar, S. & Mizouni, R., Aug 27 2010, 19th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2010. p. 136-141 6 p. 5541952. (Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)