Publications

 

Papers in Refereed Journals

  1. Obidallah, W., Raahemi, B., 2016
    “Managing Changes in Service Oriented Virtual Organizations: A Structural and Procedural Framework to Facilitate the Process of Change”, Journal of Electronic Commerce in Organization, IGI Publications, 14(4), In Press.
  2. Mohammadi, M., Al-Azab, F., Raahemi, B., Richards, G., Jaworska, N., Smith, D., de la Salle, S., Blier, P., Knott, V., 2015
    “Data Mining EEG Signals in Depression for their Diagnostic Value”, BioMed Central Journal of Medical Informatics and Decision Making, 15(1):108, December, (DOI: 10.1186/s12911-015-0227-6.)
  3. Mohammadi, M., Raahemi, B., Mehraban, S.A., Bigdeli, E., Akbari, A., 2015
    “An enhanced noise resilient K-associated graph classifier”, Journal of Expert Systems with Applications, Elsevier, 42(21): 8283-8289, November, (DOI:10.1016/j.eswa.2015.06.044).  
  4. Bigdeli, E., Mohammadi, M., Raahemi, B., Matwin, S., 2015
    “A Fast and Noise Resilient Cluster-based Anomaly Detection”, Journal of Pattern Analysis and Applications, Springer, May (In Press), (DOI: 10.1007/s10044-015-0484-0).
  5. Mohammadi, M., Raahemi, B., Akbari, A., 2015
    “A Geometric Density-based Sample Reduction Method”, Intelligent Data Analysis: An International Journal, 19(6):1233-1257, November.
  6. Tekieh, M., Raahemi, B., Izadshenas, S., 2015
    “Analyzing Healthcare Coverage using Data Mining Techniques”, International Journal of Society Systems Science, 7(3): 198-221, August.
  7. Asgharian, H., Akbari, A., Raahemi, B., 2015
    “Feature Engineering for Detection of Denial of Service Attacks in Session Initiation Protocol”, Journal of Security and Communication Networks, Wiley, 8(8): 1587-1601, May, (DOI: 10.1002/sec.1106).
  8. Izadshenas, S.A., Raahemi, B., Tekieh, M.H., Kuziemsky, C., 2014
    “Identifying High-cost Patients using Data Mining Techniques and a Small Set of Non-trivial Attributes”, Computers in Biology and Medicine, Elsevier , 53(1): 9-18, August, (DOI: 10.1016/j.compbiomed.2014.07.005).
  9. Roodaki, M., Raahemifar, K., Raahemi, B., 2014
    “Analysis of Quality of Services in LTE and Mobile WiMax”, Computers and Electrical Engineering, Elsevier, 40(5): 1508-1523, May, (http://dx.doi.org/10.1016/j.compeleceng.2014.04.002).
  10. Mohammadi, M., Akbari, A., Raahemi, B., Nasersharif, B., Asgharian H., 2014
    “A fast anomaly detection system using probabilistic artificial immune algorithm capable of learning new attacks”, Evolutionary Intelligence , Springer, 6(3): 135-156, February.
  11. Tavakoli, E., Tabandeh, M., S. Kaffash, S., Raahemi, B., 2013
    “Multi-hop communications on wireless network-on-chip using optimized phased-array antennas”, Computers and Electrical Engineering, Elsevier, 39(7): 2068-2085, October, (DOI: http://dx.doi.org/10.1016/j.compeleceng.2013.06.004)
  12. Zhong, W., Raahemi, B., Liu, J., 2013
    “Classifying Peer-to-Peer Applications Using Imbalanced Concept-Adapting Very Fast Decision Tree on IP Data Stream”, Peer-to-Peer Networking and Applications, Springer, 6(3): 233-246, September , (DOI: 10.1007/s12083-012-0147-5).
  13. Danesh, M.H., Raahemi, B., Kamali, S.M.A., Richards, G., 2013
    “A Framework for Process and Performance Management in Service Oriented Virtual Organizations”, International Journal of Computer Information Systems and Industrial Management , 5: 203-215.
  14. Mohammadi, M., Raahemi, B., Akbari, A., Nassersharif, B, 2012
    “New Class-Dependent Feature Transformation for Intrusion Detection Systems”, Journal of Security and Communication Networks , Wiley, 5(12): 1296-1311, December, (DOI 10.1002/Sec 403).
  15. Mohammadi, M., Raahemi, B., Akbari, A., Nassersharif, B., Moinzadeh, H., 2012
    “Improving Linear Discriminate Analysis with Artificial Immune System-Based Evolutionary Algorithms”, Journal of Information Science , Elsevier, 189: 219-232, April , (http://dx.doi.org/10.1016/j.ins.2011.11.032).
  16. Mohammadi, M., Raahemi, B., Akbari, A., Moeinzadeh, H., Nasersharif, B., 2011
    “Genetic Based Minimum Classification Error Mapping for Accurate Identifying Peer-to-Peer Applications in the Internet Traffic”, Expert Systems with Applications , Elsevier, 38(6): 64l7-6423, June.
  17. Liu, P., Raahemi, B., Benyoucef, M., 2011
    “Knowledge Sharing in Dynamic Virtual Enterprises: A Socio-Technological Perspective”, Knowledge-Based Systems Journal , Elsevier, 24(3): 427-443, April.
  18. Raahemi, B., Mumtaz, A., 2010
    “Classification of Peer-to-peer Traffic Using a Two-stage Window-based Classifier with Fast Decision Tree and IP Layer Attributes”, International Journal of Data Warehousing and Mining , 6(3): 28-42, July.
  19. Raahemi, B., Zhong, W., Liu, J., 2009
    “Exploiting Unlabeled Data to Improve Peer-to-Peer Traffic Classification Using Incremental Tri-Training Method”, Peer-to-Peer Networking and Applications , Springer, 2(2): 87-97, June.
  20. Shahzad, K., Raahemi, B., 2008
    “Dynamics and Future of Information and Communication Technology Sector in Canada”, International Journal of Business Data Communications and Networking , 4(3): 52-68, August.
  21. Raahemi, B., Hayajneh, A., Rabinovitch, P., 2007
    “Peer-to-peer IP Traffic Classification using Decision Tree and IP Layer Attributes”, International Journal of Business Data Communications and Networking , 3(4): 60-74, August.
  22. Raahemi, B., Chiruvolu, G., Ge, A., Ali, M., 2004
    “Functional Requirements of Metro Ethernet Quality of Services”, Alcatel Telecommunications Review, December.
  23. Raahemi, B., Opal, A., 2000
    “Group Delay and Group Delay Sensitivity of Periodically Switched Linear Networks”, IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications , 47(1): 96-104, January.
  24. Raahemi, B., Opal, A., 2000
    “Time Domain Sensitivity of Linear Circuits Using Sampled Data Simulation”, IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 47(6): 948-957, June.

 

Papers in Refereed Conference Proceedings

  1. Esmaeilpour, A., Bigdeli, E., Cheraghchi, F., Raahemi, B., Far, B., 2016
    “Distributed Gaussian Mixture Model Summarization Using the MapReduce Framework”, The 29th Canadian Artificial Intelligence Conference, Victoria, BC,  Advances in Artificial Intelligence, Lecture Notes in Computer Science, pp. 323-335, May.
  2. Obidallah, W., Raahemi, B., 2016
    “A Taxonomy to Characterize Web Service Discovery Approaches: Looking at Five Perspectives”, Proceedings of the 10th IEEE International Conference on Service Oriented System Engineering (SOSE 2016), Oxford, England, UK, pp. 458-459, March.
  3. Taha Arian, T., Kusedghi, A., Raahemi, B., Akbari, A., 2016
    “A Collaborative Load Balancer for Network Intrusion Detection in Cloud Environments”, International Conference on Networks and Information (ICNI 2016), New York, US, vol. 12, no. 1, pp. 28-47, January.
  4. Tekieh, M., Raahemi, B., 2015
    “Importance of Data Mining in Healthcare: A Survey” Proceedings, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM2015), Paris, France, pp. 1057-1062, August.
  5. Safdar, M., Richards, G., Raahemi, B., 2015
    “A Model of Effective IT Governance for Collaborative Networked Organizations” Proceedings, The 12th International Conference on E-Business, Colmar, Alsace, France, July.
  6. Bigdeli, E., Mohammadi, M., Raahemi, B., Matwin, S., 2015
    “A Fast Noise Resilient Anomaly Detection using GMM-based Collective Labelling” Proceedings, The Science and Information conference, London, UK, July.
  7. Bigdeli, E., Mohammadi, M., Raahemi, B., Matwin, S., 2015
    “Incremental Cluster Updating Using Gaussian Mixture Model” Proceedings, The 28th Canadian Artificial Intelligence Conference, Halifax, NS, Lecture Notes in Artificial Intelligence LNAI 9091,pp. 264-272, June.
  8. Mehraban, S., Mohammadi, M., Bigdeli, E., Raahemi, B., Akbari, A., 2014
    “A Noise Resilient and Non-Parametric graph-based Classifier” Proceedings, The International Conf. on Knowledge Discovery and Information Retrieval KDIR2014, Rome, Italy, pp. 170-175, October.
  9. E. Bigdeli, M. Mohammadi, Raahemi, B., Matwin, S., 2014
    “Arbitrary shape cluster summarization with Gaussian Mixture Model” Proceedings, The International Conf. on Knowledge Discovery and Information Retrieval KDIR2014, Rome, Italy, pp. 43-52, October.
  10. Obidallah, W., Raahemi, B., Alaieri, F., 2014
    “Change Processes and Procedures in Service Oriented Virtual Organizations and Collaborative Network” Proceedings, The International ACM Conference on Management of Emergent Digital EcoSystems (ACM MEDES'14), Al Qassim, Saudi Arabia, pp. 50-55, September.
  11. Mohammadi, M., Akbari, A., Raahemi, B., 2014
    “A Clustering Density-Based Sample Reduction Method” Proceedings, Canadian Conference on Artificial Intelligence, Montreal, QC, Advances in Artificial Intelligence, Lecture Notes in Computer Science, LNCS 8436, pp.319-325, May.
  12. Obidallah, W.J., Raahemi, B., 2014
    “Change Management in Service Oriented Virtual Organizations - A Structural Framework to Identify the Impacts and Triggers of Changes” Proceedings, 10th International Conference on Web Information Systems and Technologies (WEBIST2014), Barcelona, Spain, 346-353, April.
  13. Obidallah, W.J., Raahemi, B., Kamali, S.M., Danesh, M.H., 2013
    “Service Oriented Virtual Organizations: A Service Change Management Perspective” Proceedings, IEEE 26th Canadian Conference on Electrical and Computer Engineering, Regina, SK, pp. 1-6, May.
  14. Mohammadi, M., Akbari, A., Raahemi, B., Nasersharif, B., 2012
    “A Real-time Anomaly Detection System Based on Probabilistic Artificial Immune Systems” Proceedings, 11th International Conference on Artificial Immune Systems (ICARIS2012), Taormina, Italy, pp.205-217, August.
  15. Kamali, S. M. A., Richards, G., Danesh, M.H., Raahemi, B., 2012
    “A Framework for Performance Measurement in Service Oriented Virtual Organizations- A value Network Approach to Collaborative Performance Measurement” Proceedings, International Conference on e-Business (ICE-B 2012), Rome, Italy, 263-271, August.
  16. Danesh, M. H., Raahemi, B., Kamali, M.A., Richards, G., 2012
    “A Distributed Service Oriented Infrastructure for Business Process Management in Virtual Organizations” Proceedings, IEEE 25th Canadian Conf. on Electrical and Computer Engineering, Montreal, Canada, 1-6, May.
  17. Danesh, M. H., Raahemi, B., Kamali, M.A., 2011
    “A Framework for Process Management in Service Oriented Virtual Organizations” Proceedings, 7th International Conference on Next Generation Web Services Practices (NWeSP 2011), Salamanca, October.
  18. Asgharian, Z., Asgharian, H., Akbari, A., Raahemi, B., 2011
    “A Framework for SIP Intrusion Detection and Response Systems” Proceedings, International Symposium on Computer Networks and Distributed Systems (CNDS 2O11), Tehran, 100-105, February.
  19. Mohammadi, M., Raahemi, B., Akbari, A., Nassersharif, B., 2011
    “Class Dependent Feature Transformation for Intrusion Detection Systems” Proceedings, 19th Iranian Conference on Electrical Engineering (ICEE 2011), Tehran, May.
  20. Lakani, S., Ghaffarian, H., Fathy, M., Raahemi, B., 2010
    “A Neighbor-based Hold-off Reduction Scheme in Wireless Mesh networks” Proceedings, Wireless and Mobile Computing, Networking and Communications (WiMob), Niagara Falls, ON, 733-738, October.
  21. Mohammadi, M., Raahemi, B., Akbari, A., Nassersharif, B., 2009
    “Genetic Based P2P Traffic Classification using Minimum Classification Error Matrix” Proceedings, 14th International CSI Computer Conference (CSICC'O9), Tehran, October.
  22. Khaledji, M., Moeinzadeh, H., Akbari, A., Raahemi, B., 2009
    “LDA Pre-processing for Classification: Class-Dependent Single Objective GA and Multi-objective GA Approaches” Proceedings, Intelligent Data Engineering and Automated Learning - IDEAL 2009, Lecture Notes in Computer Science LNCS 5788,457-464, July.
  23. Feng, X., Richards, G., Raahemi, B., 2009
    “The Road to Decision-Centric Business Intelligence” Proceedings, International Conference on Business Intelligence and Financial Engineering, Beijing, 514-518, July.
  24. Zhong, W., Raahemi, B., Liu, J., 2009
    “Learning on Class Imbalanced Data to Classify Peer-to-Peer Applications in IP Traffic using Resampling Techniques” Proceedings, International Joint Conference on Neural Networks, Atlanta, GA, 3548-3554, June.
  25. Raahemi, B., Mumtaz, A., 2008
    “A Two-stage Window-based Architecture for Classification of Peer-to-Peer Traffic Using Fast Decision Tree” Proceedings, The 4th International Conference on Data Mining, Las Vegas, NV, 144-149, July.
  26. Raahemi, B., Kouznetsov, A., Hayajneh, A., Rabinovitch, P., 2008
    “Classification of Peer-to-Peer Traffic Using Incremental Neural Networks” Proceedings, IEEE 21st Canadian Conference on Electrical and Computer Engineering, Niagara Falls, ON, 719-724, May.
  27. Raahemi, B., Zhong, W., Liu, J., 2008
    “Peer-to-Peer Traffic Identification by Mining IP Layer Data Streams Using Concept-Adapting Very Fast Decision Tree” Proceedings, 20th IEEE International Conference on Tools for Artificial Intelligence (ICTAI 2008), Fairborn, OH, 525-532, November.
  28. Raahemi, B., Hayajneh, A., Rabinovitch, P., 2007
    “Classification of Peer-to-Peer Traffic Using Neural Networks” Proceedings, International Conference on Artificial Intelligence and Pattern Recognition (AIPR-07), Orlando, FL, 411-417, July.
  29. Raahemi, B., Bou-Diab, B., 2006
    “A Minimum Cost Resilient Tree-based VPLS for Digital TV Broadcast Services” Proceedings, IEEE Canadian Conference on Electrical and Computer Engineering CCECEO6, Ottawa, ON, 995-998, May.
  30. Bou-Diab, B., Raahemi, B., 2006
    “An End-to-End IPTV Broadcast Service Network Architecture” Proceedings, IEEE Sarnoff Symposium, Princeton, 1-4, March.
  31. Ganti, S., Raahemi, B., 2005
    “Differential Back Off for Ethernet” Proceedings, IEEE Canadian Conference on Electrical and Computer Engineering, Saskatoon, SK, 417-420, May.
  32. Raahemi, B., 2005
    “Error Correction on 64/66 Bit Encoded Links” Proceedings, IEEE Canadian Conference on Electrical and Computer Engineering, Saskatoon, SK, 412-416, May.
  33. Raahemi, B., Chiruvolu, G., Ge, A., Ali, M., 2004
    “Quality of Services in Metro Ethernet Networks” Proceedings, 7th International Symposium on Communications Interworking, Ottawa, ON, November.
  34. Raahemi, B., 2003
    “A Load-balancing Adaptive Routing Algorithm in K-ary N-cube Interconnection Networks” Proceedings, IEEE Canadian Conference on Electrical and Computer Engineering, Montreal, QC, (Vol. 2) 725-728, May.
  35. Masetti, F., Dragnea, R., Robotham, R., Raahemi, B., Wiemer, D., 2003
    “Scaling IP Routers to 10s of Terabit/s” Proceedings, Proceedings of Photonics in Switching, Versailles.
  36. Raahemi, B., Khan, L., Cottreau, P., 2000
    “An Adaptive Rate Control Algorithm for Local Fairness on Dual Ring LANs/MANs” Proceedings, IEEE Asia-Pacific Conference on Communications, Seoul, 657-661 (Vol. 1), October.
  37. Raahemi, B., Opal, A., 1997
    “Harmonic Distortion in Switched Current Memory Cell” Proceedings, IEEE Canadian Conference on Electrical and Computer Engineering, St. John's, NF.
  38. Raahemi, B., Opal, A., 1997
    “Sensitivity Analysis of Delta-Sigma Modulators” Proceedings, IEEE Canadian Conference on Electrical and Computer Engineering, St. John's, NF.
  39. Raahemi, B., Opal, A., Vlach, J., 1994
    “Non-Filtering Applications of Switched-Current Circuits” Proceedings, IEEE, 37th Midwest Symposium on Circuits and Systems, Vol. 1, pp. 169-172, August.

 

Book Chapter

  1. Z. Asgharian, H. Asgharian, A. Akbari, B. Raahemi, “Detecting Denial of Service Attacks on SIP based Services and Proposing Solutions”, Chapter 7, Privacy, Intrusion Detection and Response: Technologies for Protecting Networks, Edited by P. Kabiri, IGI Global, 2011.

 

Invited Talks, Discussion Panels, Conference Presentations

  1. “Data Analytics in Healthcare”, Keynote Speaker, 2nd International Conference on Computer and Information Science and Technology (CIST’16), Ottawa, Canada, May 2016.

  2. “Data Mining and Knowledge Discovery in Healthcare and Medicine”, Invited Speaker, IEEE Ottawa, Alliance of IEEE Consultants Networks, Ottawa, Canada, April 2014.

  3. “Advances on Information Mining”, Discussion Panelist, The 5th International Conferences on Advanced Service Computing, Service Computation, Valencia, Spain, May 2013.

  4. “Classifying Peer-to-Peer Applications using stream data mining techniques”, Invited Speaker,  Department of Computer Science and Engineering, University of Quebec in Qutaouais, Gatineau, Hull, April 2013.

  5. “A Real-time Anomaly Detection System Based on Probabilistic Artificial Immune Systems”, Presented to the 11th International Conference on Artificial Immune Systems (ICARIS2012), Taormina, Italy, August 2012.

  6. “Classifying Peer-to-Peer Applications using Imbalanced Concept-adapting Very Fast Decision Tree and Tri-Training”, Invited Speaker, TAMALE seminar, School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, February 2012.

  7. “A Neighbor-based Hold-off Reduction Scheme in Wireless Mesh networks”, Presented to the International Conference on Wireless mobile Communications (WiMob2010),Niagara Falls, Canada, October 2010.

  8. “Classification of Peer-to-Peer Traffic using Neural Networks”, Presented to the International Conference on Artificial Intelligence and Pattern Recognition AIPR-07, Orlando, USA, July 2007.

  9. “Quality of Services in Metro Ethernet Networks”, Presented to the International Symposium on Communications Interworking, Ottawa, Canada, November 2004.

  10. “Offering Ethernet Services in Provider Networks”, Invited Speaker, Queen’s University, Department of Electrical and Computer Engineering, Kingston, Canada, April 2004.

  11. “Virtual Private networks Services”, Invited Lectures, Alcatel University, Alcatel Networks, Ottawa, Canada, fall 2004.

  12. “A Load-balancing Adaptive Routing Algorithm in K-ary N-cube Interconnection Networks”, Presented to the IEEE Canadian Conference on Electrical and Computer Engineering, Montreal, Canada, May 2003.

  13. “An Adaptive Rate Control Algorithm for Local Fairness on Dual Ring LANs/MANs”, Presented to the IEEE Asia-Pacific Conference on Communications, Seoul, Korea, October 2000.


    Contribuions and Technical Reports (Companies internal documents) (partial list)

    1. B. Raahemi, et. al. ,”Functional Description of Quality of Services in Metro Ethernet Networks",Alcatel Internal Document, March 2004.
    2. B. Raahemi, “VPN-VPLS Primer”, Alcatel Internal Document, June 2003.
    3. B.Raahemi, J. Blanton, “Key Results of the Cluster-based Router Project”, Alcatel Internal Document, February 2003.
    4. B. Raahemi, “Line Encoding for High Speed Interconnections”, Alcatel Internal Document, November 2002.
    5. B. Raahemi, “Error Handling in Interconnection Networks”, Alcatel Internal Document, September 2002.
    6. B. Raahemi, P. Rabinovitch, “A Jackson Network Model of Toroid Networks”, Alcatel Internal Document, September 2002.
    7. B. Raahemi, “Routing in Toroid Interconnection Networks”, Alcatel Internal Document, July 2002.
    8. B. Raahemi, “Scaling Routers Using Toroid Interconnection Networks”, Alcatel Internal Document, May 2002.
    9. B. Raahemi, “Probability of Blocking in Networks with Self-similar Traffic”, Tropic Networks Internal Document, June 2001.
    10. B. Raahemi, “10GE WAN PHY Delineation Performance”, IEEE 802.3ae (10GE) Study Group, January 2000, available at the IEEE web site:http://grouper.ieee.org/groups/802/3/10G study/public/email attach/delineation_perf_v3.doc.
    11. B. Raahemi, “Study of 10GE Optical Link Budget, Jitter Budget, and Transiver Cost”, Nortel Networks Internal Document, July 2000.
    12. B. Raahemi, “Performance of Frame Delineation Schemes in HDLC, COBS, Ethernet, and SONET”, Notrel Networks Internal Document, June 1999.