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L. Darrell Whitley

Darrell Whitley

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2009
114EERinku Dewri, Indrajit Ray, Indrakshi Ray, Darrell Whitley: On the comparison of microdata disclosure control algorithms. EDBT 2009: 240-251
2008
113EERinku Dewri, Indrakshi Ray, Indrajit Ray, Darrell Whitley: Optimizing on-demand data broadcast scheduling in pervasive environments. EDBT 2008: 559-569
112EERinku Dewri, Indrakshi Ray, Indrajit Ray, Darrell Whitley: Security Provisioning in Pervasive Environments Using Multi-objective Optimization. ESORICS 2008: 349-363
111EERinku Dewri, Darrell Whitley, Indrakshi Ray, Indrajit Ray: Evolution strategy based optimization of on-demand dependent data broadcast scheduling. GECCO 2008: 1699-1700
110EEDarrell Whitley, Andrew M. Sutton, Adele E. Howe: Understanding elementary landscapes. GECCO 2008: 585-592
109EEDarrell Whitley, Jonathan E. Rowe: Focused no free lunch theorems. GECCO 2008: 811-818
108EEDarrell Whitley: No free lunch. GECCO (Companion) 2008: 2589-2612
107EERinku Dewri, Indrajit Ray, Indrakshi Ray, Darrell Whitley: On the Optimal Selection of k in the k-Anonymity Problem. ICDE 2008: 1364-1366
106EEMonte Lunacek, Darrell Whitley, Andrew Sutton: The Impact of Global Structure on Search. PPSN 2008: 498-507
105EERinku Dewri, Darrell Whitley, Indrajit Ray, Indrakshi Ray: Optimizing Real-Time Ordered-Data Broadcasts in Pervasive Environments Using Evolution Strategy. PPSN 2008: 991-1000
104EEDarrell Whitley, Andrew Sutton, Adele E. Howe, Laura Barbulescu: Resource Scheduling with Permutation Based Representations: Three Applications. Evolutionary Computation in Practice 2008: 219-243
2007
103 Christopher R. Stephens, Marc Toussaint, L. Darrell Whitley, Peter F. Stadler: Foundations of Genetic Algorithms, 9th International Workshop, FOGA 2007, Mexico City, Mexico, January 8-11, 2007, Revised Selected Papers Springer 2007
102EERinku Dewri, Nayot Poolsappasit, Indrajit Ray, Darrell Whitley: Optimal security hardening using multi-objective optimization on attack tree models of networks. ACM Conference on Computer and Communications Security 2007: 204-213
101EEAndrew M. Sutton, Monte Lunacek, L. Darrell Whitley: Differential evolution and non-separability: using selective pressure to focus search. GECCO 2007: 1428-1435
100EEMichael D. Vose, L. Darrell Whitley: No free lunch. GECCO (Companion) 2007: 3734-3764
99 Andrew M. Sutton, Adele E. Howe, L. Darrell Whitley: Using Adaptive Priority Weighting to Direct Search in Probabilistic Scheduling. ICAPS 2007: 320-327
98EEArtem Sokolov, L. Darrell Whitley, André da Motta Salles Barreto: A note on the variance of rank-based selection strategies for genetic algorithms and genetic programming. Genetic Programming and Evolvable Machines 8(3): 221-237 (2007)
2006
97 Thomas Philip Runarsson, Hans-Georg Beyer, Edmund K. Burke, Juan J. Merelo Guervós, L. Darrell Whitley, Xin Yao: Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings Springer 2006
96EEMonte Lunacek, Darrell Whitley, Indrakshi Ray: A crossover operator for the k- anonymity problem. GECCO 2006: 1713-1720
95EEMonte Lunacek, Darrell Whitley: The dispersion metric and the CMA evolution strategy. GECCO 2006: 477-484
94EEAndrew M. Sutton, Darrell Whitley, Monte Lunacek, Adele E. Howe: PSO and multi-funnel landscapes: how cooperation might limit exploration. GECCO 2006: 75-82
93EEL. Darrell Whitley, Marc D. Richards, J. Ross Beveridge, André da Motta Salles Barreto: Alternative evolutionary algorithms for evolving programs: evolution strategies and steady state GP. GECCO 2006: 919-926
92 Mark F. Rogers, Adele E. Howe, Darrell Whitley: Looking for Shortcuts: Infeasible Search Analysis for Oversubscribed Scheduling Problems. ICAPS 2006: 314-323
91 Andrew M. Sutton, Adele E. Howe, L. Darrell Whitley: Spacetrack: Trading off Quality and Utilization in Oversubscribed Schedules. ICAPS 2006: 430-433
90EEMonte Lunacek, L. Darrell Whitley: Searching for Balance: Understanding Self-adaptation on Ridge Functions. PPSN 2006: 82-91
89EEL. Darrell Whitley, Monte Lunacek, Artem Sokolov: Comparing the Niches of CMA-ES, CHC and Pattern Search Using Diverse Benchmarks. PPSN 2006: 988-997
88EEJean-Paul Watson, Adele E. Howe, L. Darrell Whitley: Deconstructing Nowicki and Smutnicki's i-TSAB tabu search algorithm for the job-shop scheduling problem. Computers & OR 33: 2623-2644 (2006)
87EELaura Barbulescu, Adele E. Howe, L. Darrell Whitley, Mark Roberts: Understanding Algorithm Performance on an Oversubscribed Scheduling Application. J. Artif. Intell. Res. (JAIR) 27: 577-615 (2006)
86EEL. Darrell Whitley, Jonathan E. Rowe: Subthreshold-seeking local search. Theor. Comput. Sci. 361(1): 2-17 (2006)
2005
85EEArtem Sokolov, Alodeep Sanyal, L. Darrell Whitley, Yashwant K. Malaiya: Dynamic power minimization during combinational circuit testing as a traveling salesman problem. Congress on Evolutionary Computation 2005: 1088-1095
84EEDarrell Whitley, Jonathan E. Rowe: Gray, Binary and Real Valued Encodings: Quad Search and Locality Proofs. FOGA 2005: 21-36
83EEArtem Sokolov, Darrell Whitley: Unbiased tournament selection. GECCO 2005: 1131-1138
82EEMonte Lunacek, L. Darrell Whitley, James N. Knight: Measuring mobility and the performance of global search algorithms. GECCO 2005: 1209-1216
81EEArtem Sokolov, L. Darrell Whitley, Monte Lunacek: Alternative implementations of the Griewangk function. GECCO 2005: 1589-1590
80EEMarc D. Richards, L. Darrell Whitley, J. Ross Beveridge, Todd Mytkowicz, Duong Nguyen, David Rome: Evolving cooperative strategies for UAV teams. GECCO 2005: 1721-1728
79EEJean-Paul Watson, L. Darrell Whitley, Adele E. Howe: Linking Search Space Structure, Run-Time Dynamics, and Problem Difficulty: A Step Toward Demystifying Tabu Search. J. Artif. Intell. Res. (JAIR) 24: 221-261 (2005)
2004
78 Laura Barbulescu, L. Darrell Whitley, Adele E. Howe: Leap Before You Look: An Effective Strategy in an Oversubscribed Scheduling Problem. AAAI 2004: 143-148
77EEMonte Lunacek, L. Darrell Whitley, Philip Gabriel, Graeme Stephens: Comparing Search Algorithms for the Temperature Inversion Problem. GECCO (1) 2004: 1340-1351
76EEL. Darrell Whitley, Keith Bush, Jonathan E. Rowe: Subthreshold-Seeking Behavior and Robust Local Search. GECCO (2) 2004: 282-293
75EEL. Darrell Whitley, Monte Lunacek, James N. Knight: Ruffled by Ridges: How Evolutionary Algorithms Can Fail. GECCO (2) 2004: 294-306
74 Laura Barbulescu, Adele E. Howe, L. Darrell Whitley, Mark Roberts: Trading Places: How to Schedule More in a Multi-Resource Oversubscribed Scheduling Problem. ICAPS 2004: 227-234
73 Jonathan E. Rowe, L. Darrell Whitley, Laura Barbulescu, Jean-Paul Watson: Properties of Gray and Binary Representations. Evolutionary Computation 12(1): 46-76 (2004)
72EELaura Barbulescu, Jean-Paul Watson, L. Darrell Whitley, Adele E. Howe: Scheduling Space-Ground Communications for the Air Force Satellite Control Network. J. Scheduling 7(1): 7-34 (2004)
2003
71EEL. Darrell Whitley, Deon Garrett, Jean-Paul Watson: Quad Search and Hybrid Genetic Algorithms. GECCO 2003: 1469-1480
70EEJean-Paul Watson, J. Christopher Beck, Adele E. Howe, L. Darrell Whitley: Problem difficulty for tabu search in job-shop scheduling. Artif. Intell. 143(2): 189-217 (2003)
69EEL. Darrell Whitley, Robert B. Heckendorn, Soraya Stevens: Hyperplane ranking, nonlinearity and the simple genetic algorithm. Inf. Sci. 156(3-4): 123-145 (2003)
2002
68EELaura Barbulescu, Adele E. Howe, Jean-Paul Watson, L. Darrell Whitley: Satellite Range Scheduling: A Comparison of Genetic, Heuristic and Local Search. PPSN 2002: 611-620
67EEJean-Paul Watson, Laura Barbulescu, L. Darrell Whitley, Adele E. Howe: Contrasting Structured and Random Permutation Flow-Shop Scheduling Problems: Search-Space Topology and Algorithm Performance. INFORMS Journal on Computing 14(2): 98-123 (2002)
66EEJ. Ross Beveridge, Charlie Ross, L. Darrell Whitley, Barry Fish: Augmented geophysical data interpretation through automated velocity picking in semblance velocity images. Mach. Vis. Appl. 13(3): 141-148 (2002)
2001
65 L. Darrell Whitley: An overview of evolutionary algorithms: practical issues and common pitfalls. Information & Software Technology 43(14): 817-831 (2001)
2000
64 L. Darrell Whitley, David E. Goldberg, Erick Cantú-Paz, Lee Spector, Ian C. Parmee, Hans-Georg Beyer: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), Las Vegas, Nevada, USA, July 8-12, 2000 Morgan Kaufmann 2000
63 Laura Barbulescu, Jean-Paul Watson, L. Darrell Whitley: Dynamic Representations and Escaping Local Optima: Improving Genetic Algorithms and Local Search. AAAI/IAAI 2000: 879-884
62 Manuel Vázquez, L. Darrell Whitley: A Comparison of Genetic Algorithms for the Dynamic Job Shop Scheduling Problem. GECCO 2000: 1011-
61 Manuel Vázquez, L. Darrell Whitley: A Hybrid Genetic Algorithm for the Quadratic Assignment Problem. GECCO 2000: 135-142
60 L. Darrell Whitley: Functions as Permutations: Regarding No Free Lunch, Walsh Analysis and Summary Statistics. PPSN 2000: 169-178
59 Manuel Vázquez, L. Darrell Whitley: A Comparison of Genetic Algorithms for the Static Job Shop Scheduling Problem. PPSN 2000: 303-312
1999
58 Jean-Paul Watson, Laura Barbulescu, Adele E. Howe, L. Darrell Whitley: Algorithm Performance and Problem Structure for Flow-shop Scheduling. AAAI/IAAI 1999: 688-695
57 Cesar Guerra-Salcedo, L. Darrell Whitley: Genetic Approach to Feature Selection for Ensemble Creation. GECCO 1999: 236-243
56 Robert B. Heckendorn, Soraya B. Rana, L. Darrell Whitley: Polynomial Time Summary Statistics for a Generalization of MAXSAT. GECCO 1999: 281-288
55 Robert B. Heckendorn, L. Darrell Whitley: Predicting Epistasis from Mathematical Models. Evolutionary Computation 7(1): 69-101 (1999)
1998
54 Soraya B. Rana, Robert B. Heckendorn, L. Darrell Whitley: A Tractable Walsh Analysis of SAT and its Implications for Genetic Algorithms. AAAI/IAAI 1998: 392-397
53 Michael D. Vose, Darrell Whitley: A Formal Language for Permutation Recombination Operators. FOGA 1998: 135-145
52 Robert B. Heckendorn, Soraya B. Rana, L. Darrell Whitley: Test Function Generators as Embedded Landscapes. FOGA 1998: 183-198
51EESoraya B. Rana, L. Darrell Whitley: Genetic Algorithm Behavior in the MAXSAT Domain. PPSN 1998: 785-794
50EEJean-Paul Watson, Charlie Ross, V. Eisele, J. Denton, José Bins, C. Guerra, L. Darrell Whitley, Adele E. Howe: The Traveling Salesrep Problem, Edge Assembly Crossover, and 2-opt. PPSN 1998: 823-834
1997
49 L. Darrell Whitley, Soraya B. Rana: Representation, Search and Genetic Algorithms. AAAI/IAAI 1997: 497-502
48 L. Darrell Whitley, Soraya B. Rana, Robert B. Heckendorn: Island Model genetic Algorithms and Linearly Separable Problems. Evolutionary Computing, AISB Workshop 1997: 109-125
47 Soraya B. Rana, L. Darrell Whitley: Bit Representations with a Twist. ICGA 1997: 188-195
46 Robert B. Heckendorn, L. Darrell Whitley: A Walsh Analysis of NK-Landscapes. ICGA 1997: 41-48
45 L. Darrell Whitley, J. Ross Beveridge, Cesar Guerra-Salcedo, Christopher R. Graves: Messy Genetic Algorithms for Subset Feature Selection. ICGA 1997: 568-575
1996
44 Soraya B. Rana, Adele E. Howe, L. Darrell Whitley, Keith E. Mathias: Comparing Heuristic, Evolutionary and Local Search Approaches to Scheduling. AIPS 1996: 174-181
43 Robert B. Heckendorn, L. Darrell Whitley, Soraya B. Rana: Nonlinearity, Hyperplane Ranking and the Simple Genetic Algorithm. FOGA 1996: 181-201
42 Soraya B. Rana, L. Darrell Whitley, Ronald Cogswell: Searching in the Presence of Noise. PPSN 1996: 198-207
41EEL. Darrell Whitley, Soraya B. Rana, John Dzubera, Keith E. Mathias: Evaluating Evolutionary Algorithms. Artif. Intell. 85(1-2): 245-276 (1996)
1995
40 L. Darrell Whitley, Michael D. Vose: Proceedings of the Third Workshop on Foundations of Genetic Algorithms. Estes Park, Colorado, USA, July 31 - August 2 1994 Morgan Kaufmann 1995
39 Frédéric Gruau, L. Darrell Whitley: A Programming Language for Artificial Development. Evolutionary Programming 1995: 415-434
38 L. Darrell Whitley, Keith E. Mathias, Larry D. Pyeatt: Hyperplane Ranking in Simple Genetic Algorithms. ICGA 1995: 231-238
37 L. Darrell Whitley, Keith E. Mathias, Soraya B. Rana, John Dzubera: Building Better Test Functions. ICGA 1995: 239-247
36 L. Darrell Whitley, Frédéric Gruau, Larry D. Pyeatt: Cellular Encoding Applied to Neurocontrol. ICGA 1995: 460-469
1994
35 Darrell Whitley, Nam-Wook Yoo: Modeling Simple Genetic Algorithms for Permutation Problems. FOGA 1994: 163-184
34 Keith E. Mathias, Darrell Whitley, Christof Stork, Tony Kusuma: Staged Hybrid Genetic Search for Seismic Data Imaging. International Conference on Evolutionary Computation 1994: 356-361
33 Keith E. Mathias, Darrell Whitley: Initial Performance Comparisons for the Delta Coding Algorithm. International Conference on Evolutionary Computation 1994: 433-438
32 Keith E. Mathias, Darrell Whitley: Transforming the Search Space with Gray Coding. International Conference on Evolutionary Computation 1994: 513-518
31 L. Darrell Whitley, V. Scott Gordon, Keith E. Mathias: Lamarckian Evolution, The Baldwin Effect and Function Optimization. PPSN 1994: 6-15
30 John Dzubera, L. Darrell Whitley: Advanced Correlation Analysis of Operators for the Traveling Salesman Problem. PPSN 1994: 68-77
29EEV. Scott Gordon, A. P. Wim Böhm, Darrell Whitley: A note on the performance of genetic algorithms on zero-one knapsack problems. SAC 1994: 194-195
28EEV. Scott Gordon, Keith E. Mathias, Darrell Whitley: Cellular genetic algorithms as function optimizers: locality effects. SAC 1994: 237-241
27 Keith E. Mathias, L. Darrell Whitley: Changing Representations During Search: A Comparative Study of Delta Coding. Evolutionary Computation 2(3): 249-278 (1994)
1993
26 L. Darrell Whitley: Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, Colorado, USA, July 26-29 1992. Morgan Kaufmann 1993
25 V. Scott Gordon, L. Darrell Whitley: Serial and Parallel Genetic Algorithms as Function Optimizers. ICGA 1993: 177-183
24 L. Darrell Whitley: Cellular Genetic Algorithms. ICGA 1993: 658
23 Frédéric Gruau, L. Darrell Whitley: Adding Learning to the Cellular Development of Neural Networks: Evolution and the Baldwin Effect. Evolutionary Computation 1(3): 213-233 (1993)
22 Darrell Whitley: Genetic Reinforcement Learning for Neurocontrol Problems. Machine Learning 13: 259-284 (1993)
1992
21 Keith E. Mathias, Darrell Whitley: Remapping Hyperspace During Genetic Search: Canonical Delta Folding. FOGA 1992: 167-186
20 Darrell Whitley: An Executable Model of a Simple Genetic Algorithm. FOGA 1992: 45-62
19 Keith E. Mathias, L. Darrell Whitley: Genetic Operators, the Fitness Landscape and the Traveling Salesman Problem. PPSN 1992: 221-230
18 V. Scott Gordon, L. Darrell Whitley, A. P. Wim Böhm: Dataflow Parallelism in Genetic Algorithms. PPSN 1992: 539-548
17 Darrell Whitley: Deception, Dominance and Implicit Parallelism in Genetic Search. Ann. Math. Artif. Intell. 5(1): 49-78 (1992)
16 Darrell Whitley, Rajarshi Das, Curtis Crabb: Tracking Primary Hyperplane Competitors During Genetic Search. Ann. Math. Artif. Intell. 6(4): 367-388 (1992)
15 Nachimuthu Karunanithi, Darrell Whitley, Yashwant K. Malaiya: Using Neural Networks in Reliability Prediction. IEEE Software 9(4): 53-59 (1992)
14EENachimuthu Karunanithi, Darrell Whitley, Yashwant K. Malaiya: Prediction of Software Reliability Using Connectionist Models. IEEE Trans. Software Eng. 18(7): 563-574 (1992)
1991
13 Rajarshi Das, L. Darrell Whitley: The Only Challenging Problems Are Deceptive: Global Search by Solving Order-1 Hyperplanes. ICGA 1991: 166-173
12 L. Darrell Whitley, Stephen Dominic, Rajarshi Das: Genetic Reinforcement Learning with Multilayer Neural Networks. ICGA 1991: 562-569
11 Timothy Starkweather, S. McDaniel, Keith E. Mathias, L. Darrell Whitley, C. Whitley: A Comparison of Genetic Sequencing Operators. ICGA 1991: 69-76
10 L. Darrell Whitley, Keith E. Mathias, Patrick A. Fitzhorn: Delta Coding: An Iterative Search Strategy for Genetic Algorithms. ICGA 1991: 77-84
1990
9EED'Ann Fuquay, L. Darrell Whitley: Genetic algorithm solutions for the traveling salesman problem. ACM Southeast Regional Conference 1990: 143-150
8 L. Darrell Whitley: Fundamental Principles of Deception in Genetic Search. FOGA 1990: 221-241
7EESteven J. Beaty, Darrell Whitley, Gearold Johnson: Motivation and framework for using genetic algorithms for microcode compaction. MICRO 1990: 117-124
6 Timothy Starkweather, L. Darrell Whitley, Keith E. Mathias: Optimization Using Distributed Genetic Algorithms. PPSN 1990: 176-185
5 L. Darrell Whitley, Timothy Starkweather, C. Bogart: Genetic algorithms and neural networks: optimizing connections and connectivity. Parallel Computing 14(3): 347-361 (1990)
1989
4 L. Darrell Whitley: The GENITOR Algorithm and Selection Pressure: Why Rank-Based Allocation of Reproductive Trials is Best. ICGA 1989: 116-123
3 L. Darrell Whitley, Timothy Starkweather, D'Ann Fuquay: Scheduling Problems and Traveling Salesmen: The Genetic Edge Recombination Operator. ICGA 1989: 133-140
2 L. Darrell Whitley, Thomas Hanson: Optimizing Neural Networks Using FasterMore Accurate Genetic Search. ICGA 1989: 391-397
1987
1 L. Darrell Whitley: Using Reproductive Evaluation to Improve Genetic Search and Heuristic Discovery. ICGA 1987: 108-115

Coauthor Index

1Laura Barbulescu [58] [63] [67] [68] [72] [73] [74] [78] [87] [104]
2André da Motta Salles Barreto [93] [98]
3Steven J. Beaty [7]
4J. Christopher Beck [70]
5J. Ross Beveridge [45] [66] [80] [93]
6Hans-Georg Beyer [64] [97]
7José Bins [50]
8C. Bogart [5]
9A. P. Wim Böhm [18] [29]
10Edmund K. Burke [97]
11Keith Bush [76]
12Erick Cantú-Paz [64]
13Ronald Cogswell [42]
14Curtis Crabb [16]
15Rajarshi Das [12] [13] [16]
16J. Denton [50]
17Rinku Dewri [102] [105] [107] [111] [112] [113] [114]
18Stephen Dominic [12]
19John Dzubera [30] [37] [41]
20V. Eisele [50]
21Barry Fish [66]
22Patrick A. Fitzhorn [10]
23D'Ann Fuquay [3] [9]
24Philip Gabriel [77]
25Deon Garrett [71]
26David E. Goldberg [64]
27V. Scott Gordon [18] [25] [28] [29] [31]
28Christopher R. Graves [45]
29Frédéric Gruau [23] [36] [39]
30C. Guerra [50]
31Cesar Guerra-Salcedo [45] [57]
32Juan Julián Merelo Guervós (Juan J. Merelo Guervós) [97]
33Thomas Hanson [2]
34Robert B. Heckendorn [43] [46] [48] [52] [54] [55] [56] [69]
35Adele E. Howe [44] [50] [58] [67] [68] [70] [72] [74] [78] [79] [87] [88] [91] [92] [94] [99] [104] [110]
36Gearold Johnson [7]
37Nachimuthu Karunanithi [14] [15]
38James N. Knight [75] [82]
39Tony Kusuma [34]
40Monte Lunacek [75] [77] [81] [82] [89] [90] [94] [95] [96] [101] [106]
41Yashwant K. Malaiya [14] [15] [85]
42Keith E. Mathias [6] [10] [11] [19] [21] [27] [28] [31] [32] [33] [34] [37] [38] [41] [44]
43S. McDaniel [11]
44Todd Mytkowicz [80]
45Duong Nguyen [80]
46Ian C. Parmee [64]
47Nayot Poolsappasit [102]
48Larry D. Pyeatt [36] [38]
49Soraya B. Rana [37] [41] [42] [43] [44] [47] [48] [49] [51] [52] [54] [56]
50Indrajit Ray [102] [105] [107] [111] [112] [113] [114]
51Indrakshi Ray [96] [105] [107] [111] [112] [113] [114]
52Marc D. Richards [80] [93]
53Mark Roberts [74] [87]
54Mark F. Rogers [92]
55David Rome [80]
56Charlie Ross (Charles Ross) [50] [66]
57Jonathan E. Rowe [73] [76] [84] [86] [109]
58Thomas Philip Runarsson [97]
59Alodeep Sanyal [85]
60Artem Sokolov [81] [83] [85] [89] [98]
61Lee Spector [64]
62Peter F. Stadler [103]
63Timothy Starkweather [3] [5] [6] [11]
64Christopher R. Stephens [103]
65Graeme Stephens [77]
66Soraya Stevens [69]
67Christof Stork [34]
68Andrew Sutton [104] [106]
69Andrew M. Sutton [91] [94] [99] [101] [110]
70Marc Toussaint [103]
71Manuel Vázquez [59] [61] [62]
72Michael D. Vose [40] [53] [100]
73Jean-Paul Watson [50] [58] [63] [67] [68] [70] [71] [72] [73] [79] [88]
74C. Whitley [11]
75Xin Yao [97]
76Nam-Wook Yoo [35]

Colors in the list of coauthors

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