Most cited papers in Artificial Immune Systems Applications
What are the most cited papers in Artificial Immune Systems Applications?
The most cited paper in Artificial Immune Systems Applications is "Particle swarm optimization" (Riccardo Poli, James C. Kennedy, Tim Blackwell, 2007), with 21,401 citations. Next come "GSA: A Gravitational Search Algorithm" (7,418) and "LOF" (5,270).
Showing 50 of 98 papers. Every paper with more than 385 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Particle swarm optimization Riccardo Poli, James C. Kennedy, Tim Blackwell · Swarm Intelligence | 31 Jul 2007 | 21,401 |
| 2 | GSA: A Gravitational Search Algorithm Esmat Rashedi, Hossein Nezamabadi–pour, Saeı̈d Saryazdi · Information Sciences | 17 Mar 2009 | 7,418 |
| 3 | LOF Markus M. Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · ACM SIGMOD Record | 16 May 2000 | 5,270 |
| 4 | Tolerance, Danger, and the Extended Family Polly Matzinger · Annual Review of Immunology | Apr 1994 | 4,825 |
| 5 | A New Metaheuristic Bat-Inspired Algorithm Xin‐She Yang · Studies in computational intelligence | 2010 | 4,794 |
| 6 | A discrete binary version of the particle swarm algorithm James C. Kennedy, R.C. Eberhart | 22 Nov 2002 | 4,767 |
| 7 | Biogeography-Based Optimization D. Simon · IEEE Transactions on Evolutionary Computation | 4 Aug 2008 | 4,332 |
| 8 | The Danger Model: A Renewed Sense of Self Polly Matzinger · Science | 12 Apr 2002 | 4,209 |
| 9 | LOF Markus M. Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. | 16 May 2000 | 4,056 |
| 10 | A novel swarm intelligence optimization approach: sparrow search algorithm Jiankai Xue, Bo Shen · Systems Science & Control Engineering | 2020 | 3,851 |
| 11 | Particle swarm optimization algorithm: an overview Dongshu Wang, Dapei Tan, Lei Liu · Soft Computing | 17 Jan 2017 | 3,333 |
| 12 | Learning and optimization using the clonal selection principle Leandro Nunes de Castro, Fernando José Von Zuben · IEEE Transactions on Evolutionary Computation | Jun 2002 | 2,243 |
| 13 | Support vector domain description David M. J. Tax, Robert P. W. Duin · Pattern Recognition Letters | Nov 1999 | 1,630 |
| 14 | Anomaly detection in crowded scenes Vijay S. Mahadevan, Weixin Li, Viral Bhalodia et al. | Jun 2010 | 1,538 |
| 15 | Future Frame Prediction for Anomaly Detection - A New Baseline Wen Liu, Weixin Luo, Dongze Lian et al. | Jun 2018 | 1,531 |
| 16 | Artificial Immune Systems: A New Computational Intelligence Approach Francisco J Azuaje · Neural Networks | 23 Apr 2003 | 1,348 |
| 17 | Self-nonself discrimination in a computer Stephanie Forrest, Alan S. Perelson, Luke R. Allen et al. | 17 Dec 2002 | 1,337 |
| 18 | A comprehensive review of firefly algorithms Iztok Fister, Iztok Fister, Iztok Fister et al. · Swarm and Evolutionary Computation | 25 Jun 2013 | 1,326 |
| 19 | Intrusion detection using sequences of system calls Steven A. Hofmeyr, Stephanie Forrest, Anil Somayaji · Journal of Computer Security | Jul 1998 | 1,319 |
| 20 | Chimp optimization algorithm Mohammad Khishe, Mohammad Reza Mosavi · Expert Systems with Applications | 29 Feb 2020 | 1,238 |
| 21 | Ensemble Tracking Shai Avidan · IEEE Transactions on Pattern Analysis and Machine Intelligence | 5 Jan 2007 | 1,124 |
| 22 | Detection theory: A user's guide, 2nd ed. Neil A. Macmillan, C. Douglas Creelman | 2005 | 1,123 |
| 23 | A Sense of Self for Unix Processes Stephanie Forrest, Steven A. Hofmeyr, Anil Somayaji et al. | 1996 | 1,114 |
| 24 | The immune system, adaptation, and machine learning J. Doyne Farmer, Norman H. Packard, Alan S. Perelson · Physica D Nonlinear Phenomena | Oct 1986 | 1,095 |
| 25 | Cuckoo search: recent advances and applications Xin‐She Yang, Suash Deb · Neural Computing and Applications | 7 Mar 2013 | 1,071 |
| 26 | Solving Multiobjective Optimization Problems Using an Artificial Immune System Carlos A. Coello Coello, Nareli Cruz Cort�s · Genetic Programming and Evolvable Machines | 14 Feb 2005 | 1,065 |
| 27 | Bat algorithm: literature review and applications Xin‐She Yang, Xingshi He · International Journal of Bio-Inspired Computation | 2013 | 1,059 |
| 28 | Outlier detection for high dimensional data Charų C. Aggarwal, Philip S. Yu | May 2001 | 1,041 |
| 29 | Genetic algorithms for modelling and optimisation John McCall · Journal of Computational and Applied Mathematics | 9 Apr 2005 | 1,004 |
| 30 | A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends Jun Tang, Gang Liu, Qingtao Pan · IEEE/CAA Journal of Automatica Sinica | 27 Jul 2021 | 994 |
| 31 | Fireworks Algorithm for Optimization Ying Tan, Yuanchun Zhu · Lecture notes in computer science | 2010 | 985 |
| 32 | Improved particle swarm optimization combined with chaos Bo Liu, Ling Wang, Yihui Jin et al. · Chaos Solitons & Fractals | 21 Feb 2005 | 950 |
| 33 | CD1 Recognition by Mouse NK1 + T Lymphocytes Albert S Bendelac, Olivier J Lantz, Mary E. Quimby et al. · Science | 12 May 1995 | 916 |
| 34 | Genetic Algorithms: Principles of Natural Selection Applied to Computation Stephanie Forrest · Science | 13 Aug 1993 | 887 |
| 35 | Architecture for an Artificial Immune System Steven A. Hofmeyr, Stephanie Forrest · Evolutionary Computation | Dec 2000 | 869 |
| 36 | Fast Outlier Detection in High Dimensional Spaces Fabrizio Angiulli, Clara Pizzuti · Lecture notes in computer science | 2002 | 849 |
| 37 | Towards a taxonomy of intrusion-detection systems Hervé Debar, Marc Daciér, Andreas Wespi · Computer Networks | Apr 1999 | 826 |
| 38 | Intrusion detection using neural networks and support vector machines Srinivas Mukkamala, G. Janoski, Andrew H. Sung | 25 Jun 2003 | 824 |
| 39 | Diffusion with Stochastic Resetting M. R. Evans, Satya N. Majumdar · Physical Review Letters | 18 Apr 2011 | 818 |
| 40 | A Survey of Optimization by Building and Using Probabilistic Models Martin Pelikán, David E. Goldberg, Fernando Graça Lobo · Computational Optimization and Applications | 2002 | 762 |
| 41 | BGSA: binary gravitational search algorithm Esmat Rashedi, Hossein Nezamabadi–pour, Saeı̈d Saryazdi · Natural Computing | 22 Dec 2009 | 739 |
| 42 | A Tutorial for Competent Memetic Algorithms: Model, Taxonomy, and Design Issues Natalio Krasnogor, James E. Smith · IEEE Transactions on Evolutionary Computation | Oct 2005 | 728 |
| 43 | Anomaly Detection for Discrete Sequences: A Survey Varun Chandola, Arindam Banerjee, Vipin Kumar · IEEE Transactions on Knowledge and Data Engineering | 9 Dec 2010 | 725 |
| 44 | Contributions to the mathematical theory of epidemics—I W KERMACK, A. G. McKendrick · Bulletin of Mathematical Biology | 1991 | 707 |
| 45 | The use of computational intelligence in intrusion detection systems: A review Shelly Xiaonan Wu, Wolfgang Banzhaf · Applied Soft Computing | 24 Jul 2009 | 699 |
| 46 | Bare bones particle swarms James C. Kennedy | 22 Mar 2004 | 698 |
| 47 | Binary bat algorithm Seyedali Mirjalili, Seyed Mohammad Mirjalili, Seyed Mohammad Mirjalili et al. · Neural Computing and Applications | 26 Dec 2013 | 666 |
| 48 | An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari et al. · Knowledge-Based Systems | 9 May 2018 | 661 |
| 49 | Immunology Taught by Viruses Rolf M. Zinkernagel · Science | 12 Jan 1996 | 655 |
| 50 | An artificial immune network for multimodal function optimization Leandro Nunes de Castro, Jon Timmis | 25 Jun 2003 | 649 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.