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| Using Spatio-Temporal Information in API Calls with Machine Learning Algorithms for Malware Detection |
| Authors : |
Faraz Ahmed, Haider Hameed, M. Zubair Shafiq, Muddassar Farooq |
| Conference : |
AISec 2009 - The 2nd Workshop on Security and Artificial Intelligence |
| Publishing Information : |
Proceedings of the 2nd ACM workshop on Security and artificial intelligence |
| Place : |
Chicago, Illinois, USA |
| Download : |
aisec09-faraz.pdf
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| Evaluating DoS Attacks Against SIP-Based VoIP Systems |
| Authors : |
M. Zubair Rafique, M. Ali Akbar and Muddassar Farooq |
| Conference : |
IEEE Global Communications Conference (GLOBECOM 2009) |
| Publishing Information : |
IEEE Press |
| Place : |
Honululu, Hawaii USA |
| Download : |
globecom09-zubair.pdf
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| Using Formal Grammar and Genetic Operators to Evolve Malware |
| Authors : |
Sadia Noreen, Shafaq Murtaza, M. Zubair Shafiq, Muddassar Farooq |
| Conference : |
12th International Symposium On Recent Advances In Intrusion Detection (RAID) |
| Publishing Information : |
Extended Abstract, Lecture Notes in Computer Science, Springer |
| Place : |
France |
| Download : |
raid09-sadia.pdf
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| On the Inefficient Use of Entropy for Anomaly Detection |
| Authors : |
Mobin Javed, Ayesha Binte Ashfaq, M. Zubair Shafiq, Syed Ali Khayam |
| Conference : |
12th International Symposium On Recent Advances In Intrusion Detection (RAID) |
| Publishing Information : |
Extended Abstract, Lecture Notes in Computer Science, Springer |
| Place : |
France |
| Download : |
raid09-mobin.pdf
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| PE-probe: leveraging packer detection and structural information to detect malicious portable executables |
| Authors : |
M. Zubair Shafiq, Syeda Momina Tabish, Muddassar Farooq |
| Conference : |
18th Virus Bulletin Conference (VB) |
| Publishing Information : |
Virus Bulletin |
| Place : |
Switzerland |
| Download : |
vb09-zubair.pdf
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| Keystroke-based User Identification on Smart Phones |
| Authors : |
Saira Zahid, Muhammad Shahzad, Syed Ali Khayam, Muddassar Farooq |
| Conference : |
12th International Symposium On Recent Advances In Intrusion Detection (RAID) |
| Publishing Information : |
Lecture Notes in Computer Science, Springer |
| Place : |
France |
| Download : |
raid09-saira.pdf
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| PE-Miner: Mining Structural Information to Detect Malicious Executables in Realtime |
| Authors : |
M. Zubair Shafiq, Syeda Momina Tabish, Fauzan Mirza, Muddassar Farooq |
| Conference : |
12th International Symposium On Recent Advances In Intrusion Detection (RAID) |
| Publishing Information : |
Lecture Notes in Computer Science, Springer |
| Place : |
France |
| Download : |
raid09-zubair.pdf
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| A Ubiquitous Real-Time Motion Artifact Rejection technique for Remote NIBP Monitoring of Hypertensive Patients |
| Authors : |
Ali Hasnain, Mudaser Awan, Muddassar Farooq |
| Conference : |
World Congress on Medical Physics and Bio-medical Engineering |
| Publishing Information : |
Springer Verlag |
| Place : |
Munich, Germany |
| Download : |
worldcongress09-ali.pdf
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| Malware Detection using Statistical Analysis of Byte-Level File Content |
| Authors : |
S. Momina Tabish, M. Zubair Shafiq, Muddassar Farooq |
| Conference : |
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Workshop on CyberSecurity and Intelligence Informatics (CSI) |
| Publishing Information : |
ACM Press |
| Place : |
Paris, France |
| Download : |
kdd09-momina.pdf
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| A Sense of `Danger' for Windows Processes |
| Authors : |
Salman Manzoor, M. Zubair Shafiq, S. Momina Tabish, Muddassar Farooq |
| Conference : |
International Conference on Research in Artificial Immune Systems |
| Publishing Information : |
Lecture Notes in Computer Science, Springer |
| Place : |
York, UK |
| Download : |
icaris09-salman.pdf
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| The Role of Biomedical Dataset in Classification |
| Authors : |
Ajay Kumar Tanwani, Muddassar Farooq |
| Conference : |
12th Conference on Artificial Intelligence in Medicine (AIME'09) |
| Publishing Information : |
Springer Verlag |
| Place : |
Verona, Italy |
| Download : |
aime09-ajay.pdf
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| Performance Evaluation of Evolutionary Algorithms in Classification of Biomedical Datasets |
| Authors : |
Ajay Kumar Tanwani, Muddassar Farooq |
| Conference : |
International Workshop on Learning Classifier Systems (IWLCS), held in conjunction with Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Montreal, Canada |
| Download : |
iwlcs09-ajay.pdf
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| A Hybrid GA-PSO Fuzzy System for User Identification on Smart Phones |
| Authors : |
Muhammad Shahzad, Saira Zahid, Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Montreal, Canada |
| Download : |
gecco09-shahzad.pdf
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| On the Appropriateness of Evolutionary Rule Learning Algorithms for Malware Detection |
| Authors : |
M. Zubair Shafiq, S. Momina Tabish, Muddassar Farooq |
| Conference : |
International Workshop on Learning Classifier Systems (IWLCS), held in conjunction with Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Montreal, Canada |
| Download : |
iwlcs09-zubair.pdf
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| Evolvable Malware |
| Authors : |
Sadia Noreen, Shafaq Murtaza, M. Zubair Shafiq, Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Montreal, Canada |
| Download : |
gecco09-sadia.pdf
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| Are Evolutionary Rule Learning Algorithms Appropriate for Malware Detection? |
| Authors : |
M. Zubair Shafiq, S. Momina Tabish, Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Montreal, Canada |
| Download : |
gecco09-zubair.pdf
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| IMAD: In-Execution Malware Analysis and Detection |
| Authors : |
Syed Bilal Mehdi, Ajay Kumar Tanwani, Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Montreal, Canada |
| Download : |
gecco09-bilal.pdf
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| Application of Evolutionary Algorithms in Detection of SIP based Flooding Attacks |
| Authors : |
M. Ali Akbar, Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Montreal, Canada |
| Download : |
gecco09-ali.pdf
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| Guidelines to Select Machine Learning Scheme for Classification of Biomedical Datasets |
| Authors : |
Ajay Kumar Tanwani, Jamal Afridi, M. Zubair Shafiq, Muddassar Farooq |
| Conference : |
7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics (EvoBIO) |
| Publishing Information : |
Volume 5483 of Lecture Notes in Computer Science, pp. 128-139, Springer |
| Place : |
Tübingen, Germany |
| Download : |
evobio09-ajay.pdf
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| A Framework for Efficient Mining of Structural Information to Detect Zero-Day Malicious Portable Executables |
| Authors : |
M. Zubair Shafiq, Syeda Momina Tabish, Fauzan Mirza and Muddassar Farooq |
| Conference : |
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| Publishing Information : |
TR-nexGINRC-2009-21 |
| Place : |
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| Download : |
tr21-zubair.pdf
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| A Comparative Study of Anomaly Detection Algorithms for Detection of SIP Flooding in IMS |
| Authors : |
M. Ali Akbar, Zeeshan Tariq and Muddassar Farooq |
| Conference : |
International Conference on Internet Multimedia Services Architecture and Application |
| Publishing Information : |
IEEE Press |
| Place : |
Banglore, India |
| Download : |
imsaa08-ali.pdf
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| Intelligent Features + Immune-inspired Classifiers: An Improved Approach to Malware Detection |
| Authors : |
M. Zubair Shafiq, Syed Ali Khayam and Muddassar Farooq |
| Conference : |
|
| Publishing Information : |
TR-nexGINRC-2008-15 |
| Place : |
|
| Download : |
tr15-zubair.pdf
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| Using Telemedicine as an Enabler for Antenatal Care in Pakistan |
| Authors : |
Muhammad Zulkifl Khalid, Ali Akbar, Ajay Kumar Tanwani, Amina Tariq and Muddassar Farooq |
| Conference : |
2nd International Conference on E-Medical System (E-Medisys) |
| Publishing Information : |
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| Place : |
Sfax, Tunisia |
| Download : |
emedisys08-zulkifl.pdf
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| Embedded Malware Detection using Markovian Statistical Model of Benign Files |
| Authors : |
M. Zubair Shafiq, Syeda Momina Tabish, Syed Ali Khayam and Muddassar Farooq |
| Conference : |
|
| Publishing Information : |
TR-nexGINRC-2008-14 |
| Place : |
|
| Download : |
tr14-momina.pdf
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| Formal Modeling of BeeAdHoc: a Bio-inspired Mobile Ad Hoc Network Routing Protocol |
| Authors : |
Muhammad Saleem, Syed Ali Khayam and Muddassar Farooq |
| Conference : |
Sixth International Workshop on Ant Colony and Swarm Intelligence (ANTS) |
| Publishing Information : |
Lecture Notes in Computer Science, Springer Verlag |
| Place : |
Brussels, Belgium |
| Download : |
ants08-saleem.pdf
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| Embedded Malware Detection using Markov n-grams |
| Authors : |
M. Zubair Shafiq, Syed Ali Khayam and Muddassar Farooq |
| Conference : |
Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA) |
| Publishing Information : |
Volume 5137 of Lecture Notes in Computer Science, pages 88-107, Springer Verlag |
| Place : |
Paris, France |
| Download : |
dimva08-zubair.pdf
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| A formal performance modeling framework for bio-inspired ad hoc routing protocols |
| Authors : |
Muhammad Saleem, Syed Ali Khayam and Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Atlanta, USA |
| Download : |
gecco08-saleem.pdf
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| A Sense of Danger: Dendritic Cells Inspired Artificial Immune System for MANET Security |
| Authors : |
Nauman Mazhar and Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Atlanta, USA |
| Download : |
gecco08-nauman.pdf
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| Improving Accuracy of Immune-inspired Malware Detectors by using Intelligent Features |
| Authors : |
M. Zubair Shafiq, Syed Ali Khayam and Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
Atlanta, USA |
| Download : |
gecco08-zubair.pdf
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| Comparison of Fuzzy Inference Systems, Neural Networks and Adaptive Neuro Fuzzy Inference System |
| Authors : |
M. Zubair Shafiq, Muddassar Farooq and Syed Ali Khayam |
| Conference : |
Applications of Evolutionary Computing, EvoWorkshops: EvoCoMnet |
| Publishing Information : |
Volume 4974 of Lecture Notes in Computer Science, pages 48-57, Springer Verlag (Runners Up - Best Paper Award) |
| Place : |
Napoli, Italy |
| Download : |
evocomnet08-zubair.pdf
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| BeeAIS: Artificial Immune System Security for Nature Inspired, MANET Routing Protocol, BeeAdHoc |
| Authors : |
Nauman Mazhar and Muddassar Farooq |
| Conference : |
International Conference on Artificial Immune Systems (ICARIS) |
| Publishing Information : |
Volume 4628 of Lecture Notes in Computer Science (LNCS), pp. 370-381, Springer Verlag |
| Place : |
Santos, Brazil |
| Download : |
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| A Framework for Empirical Evaluation of Nature Inspired Routing Protocols for Wireless Sensor Networ |
| Authors : |
Muhammad Saleem and Muddassar Farooq |
| Conference : |
IEEE International Conference on Evolutionary Computing (CEC) |
| Publishing Information : |
- |
| Place : |
Singapore |
| Download : |
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| Vulnerability Analysis and Security Framework (BeeSec) for Nature Inspired MANET Routing Protocols |
| Authors : |
Nauman Mazhar and Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
London |
| Download : |
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| BeeSensor: A Bee-Inspired Power Aware Routing Protocol for Wireless Sensor Networks |
| Authors : |
Muhamad Saleem and Muddassar Farooq |
| Conference : |
EvoWorkshops 2007 |
| Publishing Information : |
In Volume 4449 of Lecture Notes in Computer Science, pages 81-90, Springer Verlag |
| Place : |
Valencia, Spain |
| Download : |
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| Defence against 802.11 DoS Attacks using Artificial Immune System |
| Authors : |
M. Zubair Shafiq and Muddassar Farooq |
| Conference : |
International Conference on Artificial Immune Systems (ICARIS) |
| Publishing Information : |
Volume 4628 of Lecture Notes in Computer Science (LNCS), pp. 95-106, Springer Verlag |
| Place : |
Santos, Brazil |
| Download : |
icaris07-zubair.pdf
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| Extended Thymus Action for Improving the response of AIS based NID System against Malicious Traffic |
| Authors : |
M. Zubair Shafiq, Mehrin Kiani, Bisma Hashmi and Muddassar Farooq |
| Conference : |
IEEE International Conference on Evolutionary Computing (CEC) |
| Publishing Information : |
pages 3369-3376 |
| Place : |
Singapore |
| Download : |
cec07-zubair.pdf
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| A Comprehensive Formal Framework for Analyzing the Behavior of Nature-inspired Routing Protocols |
| Authors : |
Saira Zahid, Muhammad Shahzad, Syed Usman Ali and Muddassar Farooq |
| Conference : |
IEEE International Conference on Evolutionary Computing (CEC) |
| Publishing Information : |
pages 180-187 |
| Place : |
Singapore |
| Download : |
cec07-saira.pdf
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| Extended Thymus Action for Reducing False Positives in AIS based Network Intrusion Detection Systems |
| Authors : |
M. Zubair Shafiq, Mehrin Kiani, Bisma Hashmi and Muddassar Farooq |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
ACM Press |
| Place : |
London, UK |
| Download : |
gecco07-zubair.pdf
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| A Comprehensive Review of Nature Inspired Routing Algorithms for Fixed Telecommunication Networks |
| Authors : |
Horst F. Wedde and Muddassar Farooq |
| Conference : |
Elsevier Journal of Systems Architecture |
| Publishing Information : |
Volume 52, Number 8-9 |
| Place : |
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| Download : |
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| BeeHiveAIS: A Simple, Efficient, Scalable and Secure Routing Framework Inspired by AIS |
| Authors : |
Horst F. Wedde, Constantin Timm, and Muddassar Farooq |
| Conference : |
PPSN IX |
| Publishing Information : |
In Volume 4193 of Lecture Notes in Computer Science, pages 623-632, Springer Verlag |
| Place : |
Iceland |
| Download : |
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| BeeHiveGuard: A Step Towards Secure Nature Inspired Routing Algorithms |
| Authors : |
Horst F. Wedde, Constantin Timm, and Muddassar Farooq |
| Conference : |
EvoWorkshops 2006 |
| Publishing Information : |
Volume 3907 of Lecture Notes in Computer Science, pages 243-254, Springer Verlag |
| Place : |
Budapest |
| Download : |
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| BeeHive: New Ideas for Developing Routing Algorithms Inspired by Honey Bee Behavior |
| Authors : |
Horst F. Wedde and Muddassar Farooq |
| Conference : |
Computer and Information Science, Chapter 21 |
| Publishing Information : |
Albert Zomaya and Stephan Olariu, Editors, Chapman & Hall/CRC, pp. 321-339 |
| Place : |
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| Download : |
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| BeeHive: Routing Algorithms Inspired by Honey Bee Behavior |
| Authors : |
Horst F. Wedde and Muddassar Farooq |
| Conference : |
Kunstliche Intelligenz. Schwerpunkt: Swarm Intelligence |
| Publishing Information : |
pp. 18-24, Nov 2005 |
| Place : |
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| Download : |
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| The Wisdom of the Hive Applied to Mobile Ad-Hoc Networks |
| Authors : |
Horst F. Wedde and Muddassar Farooq |
| Conference : |
IEEE Swarm Intelligence Symposium |
| Publishing Information : |
pp. 341-348 |
| Place : |
Pasadena, California, USA |
| Download : |
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| BeeAdHoc: An Energy Efficient Routing Algorithm for Mobile Ad Hoc Networks Inspired by Bee Behavior |
| Authors : |
Horst F. Wedde, Muddassar Farooq, Thorsten Pannenbaecker, Brn Vogel, Christian Mueller, Johannes Meth, and Rene Jeruschkat |
| Conference : |
ACM Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
pages 153-160, (Nominated for the best paper award) |
| Place : |
Washington DC, USA |
| Download : |
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| Nature Centered Information Systems: How Philosophy and Poetry Helps in Designing Technical Systems |
| Authors : |
Horst F. Wedde and Muddassar Farooq |
| Conference : |
International Conference on Artificial Intelligence (IC-AI) |
| Publishing Information : |
CSREA Press |
| Place : |
Las Vegas, NV, USA |
| Download : |
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| A Performance Evaluation Framework for Nature Inspired Routing Algorithms |
| Authors : |
Horst F. Wedde and Muddassar Farooq |
| Conference : |
Applications of Evolutionary Computing, EvoWorkshops |
| Publishing Information : |
In Volume 3449 of Lecture Notes in Computer Science, pages 136-146, Springer Verlag |
| Place : |
Lausanne, Switzerland |
| Download : |
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| BeeHive: An Efficient Fault Tolerant Routing Algorithm under High Loads Inspired by Honey Bee Behavi |
| Authors : |
Horst F. Wedde, Muddassar Farooq, and Yue Zhang |
| Conference : |
Fourth International Workshop on Ant Colony and Swarm Intelligence (ANTS) |
| Publishing Information : |
In Volume 3172 of Lecture Notes in Computer Science, pages 83-94, Springer Verlag (Winner of the Best Paper Award ANTS) |
| Place : |
Brussels, Belgium |
| Download : |
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| An Evolutionary Meta Hierarchical Scheduler for Linux Operating System |
| Authors : |
Horst F. Wedde, Muddassar Farooq, and Mario Lischka |
| Conference : |
Genetic and Evolutionary Computation Conference (GECCO) |
| Publishing Information : |
Part II, In Volume 3103 of Lecture Notes in Computer Science, pages 1334 - 1335, Springer Verlag |
| Place : |
Seattle, WA, USA |
| Download : |
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| A User Centered Evolutionary Scheduling Framework |
| Authors : |
Horst F. Wedde and Muddassar Farooq |
| Conference : |
International Conference on Artificial Intelligence (ICAI) |
| Publishing Information : |
Volume 2, pages 1126-1132, CSREA Press |
| Place : |
Las Vegas, NV, USA |
| Download : |
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