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Roy E. Welsch

Roy E. Welsch

MIT
United States

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Engineering and Technology 33 9307 8955 2601 2402 116 22580

Roy E. Welsch publications per year

The chart shows the history of publications by Roy E. Welsch between 1971 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Roy E. Welsch published across 55 years, from 1971 to 2025, averaging 3 papers a year. Output peaked at 14 publications in 2022. 12 of the 163 publications appeared in the last two years.

No. of publications
5 10
Bar chart. Horizontal axis: year, 1971 to 2025. Vertical axis: number of publications, 0 to 14. Peak 14 publications in 2022. 1971: 1 publication 1972: 0 publications 1973: 0 publications 1974: 1 publication 1975: 2 publications 1976: 4 publications 1977: 5 publications 1978: 3 publications 1979: 2 publications 1980: 2 publications 1981: 5 publications 1982: 6 publications 1983: 5 publications 1984: 0 publications 1985: 1 publication 1986: 1 publication 1987: 0 publications 1988: 4 publications 1989: 3 publications 1990: 0 publications 1991: 0 publications 1992: 2 publications 1993: 1 publication 1994: 0 publications 1995: 0 publications 1996: 1 publication 1997: 0 publications 1998: 0 publications 1999: 0 publications 2000: 0 publications 2001: 0 publications 2002: 1 publication 2003: 0 publications 2004: 1 publication 2005: 4 publications 2006: 0 publications 2007: 2 publications 2008: 2 publications 2009: 1 publication 2010: 9 publications 2011: 11 publications 2012: 1 publication 2013: 3 publications 2014: 5 publications 2015: 8 publications 2016: 7 publications 2017: 1 publication 2018: 6 publications 2019: 10 publications 2020: 7 publications 2021: 5 publications 2022: 14 publications 2023: 4 publications 2024: 9 publications 2025: 3 publications
1971 2025

163 publications in total across all disciplines

View publications per year as a table
Roy E. Welsch: publications per year, 1971 to 2025
Year Publications
1971 1
1972 0
1973 0
1974 1
1975 2
1976 4
1977 5
1978 3
1979 2
1980 2
1981 5
1982 6
1983 5
1984 0
1985 1
1986 1
1987 0
1988 4
1989 3
1990 0
1991 0
1992 2
1993 1
1994 0
1995 0
1996 1
1997 0
1998 0
1999 0
2000 0
2001 0
2002 1
2003 0
2004 1
2005 4
2006 0
2007 2
2008 2
2009 1
2010 9
2011 11
2012 1
2013 3
2014 5
2015 8
2016 7
2017 1
2018 6
2019 10
2020 7
2021 5
2022 14
2023 4
2024 9
2025 3
Total 163
Download as CSV

Roy E. Welsch publication distribution in Engineering and Technology in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Engineering and Technology in 2026. The highlighted bar marks where Roy E. Welsch sits on this spectrum.

No. of scientists
100 200 300 400
Bar chart with 78 bars. Horizontal axis: publications, 38–47 to 804+. Vertical axis: number of scientists, 0 to 457. Most scientists, 457, have 148–157 publications. The last bar groups every scientist with 804 publications or more. The highlighted bar, 108–117 publications, is where this scientist sits. 38–47 publications: 20 scientists 48–57 publications: 35 scientists 58–67 publications: 96 scientists 68–77 publications: 135 scientists 78–87 publications: 190 scientists 88–97 publications: 259 scientists 98–107 publications: 283 scientists 108–117 publications: 369 scientists 118–127 publications: 341 scientists 128–137 publications: 386 scientists 138–147 publications: 372 scientists 148–157 publications: 457 scientists 158–167 publications: 415 scientists 168–177 publications: 407 scientists 178–187 publications: 421 scientists 188–197 publications: 378 scientists 198–207 publications: 403 scientists 208–217 publications: 317 scientists 218–227 publications: 346 scientists 228–237 publications: 321 scientists 238–247 publications: 260 scientists 248–257 publications: 280 scientists 258–267 publications: 240 scientists 268–277 publications: 214 scientists 278–287 publications: 242 scientists 288–297 publications: 203 scientists 298–307 publications: 166 scientists 308–317 publications: 154 scientists 318–327 publications: 175 scientists 328–337 publications: 159 scientists 338–347 publications: 99 scientists 348–357 publications: 131 scientists 358–367 publications: 106 scientists 368–377 publications: 118 scientists 378–387 publications: 97 scientists 388–397 publications: 108 scientists 398–407 publications: 82 scientists 408–417 publications: 71 scientists 418–427 publications: 64 scientists 428–437 publications: 55 scientists 438–447 publications: 54 scientists 448–457 publications: 60 scientists 458–467 publications: 47 scientists 468–477 publications: 40 scientists 478–487 publications: 30 scientists 488–497 publications: 29 scientists 498–507 publications: 38 scientists 508–517 publications: 40 scientists 518–527 publications: 32 scientists 528–537 publications: 23 scientists 538–547 publications: 28 scientists 548–557 publications: 23 scientists 558–567 publications: 19 scientists 568–577 publications: 16 scientists 578–587 publications: 17 scientists 588–597 publications: 18 scientists 598–607 publications: 22 scientists 608–617 publications: 15 scientists 618–627 publications: 9 scientists 628–637 publications: 11 scientists 638–647 publications: 21 scientists 648–657 publications: 12 scientists 658–667 publications: 9 scientists 668–677 publications: 11 scientists 678–687 publications: 9 scientists 688–697 publications: 6 scientists 698–707 publications: 14 scientists 708–717 publications: 7 scientists 718–727 publications: 8 scientists 728–737 publications: 10 scientists 738–747 publications: 9 scientists 748–757 publications: 5 scientists 758–767 publications: 5 scientists 768–777 publications: 11 scientists 778–787 publications: 7 scientists 788–797 publications: 2 scientists 798–803 publications: 4 scientists 804+ publications: 100 scientists
38–47 publications 804+

This scientist: 116 publications — 14th percentile

14% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 804 publications or more.

View publications distribution as a table
Number of Engineering and Technology scientists by publication count, Research.com 2026 ranking edition. Based on 9,796 ranked scientists.
Publications Scientists This scientist
38–47 20
48–57 35
58–67 96
68–77 135
78–87 190
88–97 259
98–107 283
108–117 369 116
118–127 341
128–137 386
138–147 372
148–157 457
158–167 415
168–177 407
178–187 421
188–197 378
198–207 403
208–217 317
218–227 346
228–237 321
238–247 260
248–257 280
258–267 240
268–277 214
278–287 242
288–297 203
298–307 166
308–317 154
318–327 175
328–337 159
338–347 99
348–357 131
358–367 106
368–377 118
378–387 97
388–397 108
398–407 82
408–417 71
418–427 64
428–437 55
438–447 54
448–457 60
458–467 47
468–477 40
478–487 30
488–497 29
498–507 38
508–517 40
518–527 32
528–537 23
538–547 28
548–557 23
558–567 19
568–577 16
578–587 17
588–597 18
598–607 22
608–617 15
618–627 9
628–637 11
638–647 21
648–657 12
658–667 9
668–677 11
678–687 9
688–697 6
698–707 14
708–717 7
718–727 8
728–737 10
738–747 9
748–757 5
758–767 5
768–777 11
778–787 7
788–797 2
798–803 4
804+ 100
Download as CSV

Roy E. Welsch D-index placement in Engineering and Technology in 2026

The chart shows the D-index (discipline H-index) distribution of Engineering and Technology scientists ranked by Research.com in 2026. The highlighted bar marks where Roy E. Welsch sits on this spectrum.

No. of scientists
100 200 300 400
Bar chart with 78 bars. Horizontal axis: D-Index, 30 to 107+. Vertical axis: number of scientists, 0 to 426. Most scientists, 426, have 42 D-Index. The last bar groups every scientist with 107 D-Index or more. The highlighted bar, 33 D-Index, is where this scientist sits. 30 D-Index: 59 scientists 31 D-Index: 114 scientists 32 D-Index: 129 scientists 33 D-Index: 189 scientists 34 D-Index: 200 scientists 35 D-Index: 262 scientists 36 D-Index: 311 scientists 37 D-Index: 312 scientists 38 D-Index: 350 scientists 39 D-Index: 385 scientists 40 D-Index: 348 scientists 41 D-Index: 362 scientists 42 D-Index: 426 scientists 43 D-Index: 380 scientists 44 D-Index: 310 scientists 45 D-Index: 341 scientists 46 D-Index: 301 scientists 47 D-Index: 306 scientists 48 D-Index: 271 scientists 49 D-Index: 246 scientists 50 D-Index: 210 scientists 51 D-Index: 253 scientists 52 D-Index: 213 scientists 53 D-Index: 221 scientists 54 D-Index: 195 scientists 55 D-Index: 186 scientists 56 D-Index: 170 scientists 57 D-Index: 167 scientists 58 D-Index: 166 scientists 59 D-Index: 144 scientists 60 D-Index: 152 scientists 61 D-Index: 141 scientists 62 D-Index: 138 scientists 63 D-Index: 131 scientists 64 D-Index: 118 scientists 65 D-Index: 114 scientists 66 D-Index: 119 scientists 67 D-Index: 95 scientists 68 D-Index: 87 scientists 69 D-Index: 77 scientists 70 D-Index: 89 scientists 71 D-Index: 69 scientists 72 D-Index: 54 scientists 73 D-Index: 46 scientists 74 D-Index: 55 scientists 75 D-Index: 54 scientists 76 D-Index: 49 scientists 77 D-Index: 53 scientists 78 D-Index: 46 scientists 79 D-Index: 28 scientists 80 D-Index: 39 scientists 81 D-Index: 36 scientists 82 D-Index: 24 scientists 83 D-Index: 26 scientists 84 D-Index: 36 scientists 85 D-Index: 18 scientists 86 D-Index: 25 scientists 87 D-Index: 19 scientists 88 D-Index: 26 scientists 89 D-Index: 27 scientists 90 D-Index: 23 scientists 91 D-Index: 15 scientists 92 D-Index: 12 scientists 93 D-Index: 9 scientists 94 D-Index: 15 scientists 95 D-Index: 10 scientists 96 D-Index: 13 scientists 97 D-Index: 13 scientists 98 D-Index: 9 scientists 99 D-Index: 7 scientists 100 D-Index: 7 scientists 101 D-Index: 8 scientists 102 D-Index: 7 scientists 103 D-Index: 7 scientists 104 D-Index: 9 scientists 105 D-Index: 6 scientists 106 D-Index: 9 scientists 107+ D-Index: 99 scientists
30 D-Index 107+

This scientist: 33 D-Index — 5th percentile

5% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 107 D-Index or more.

View D-Index distribution as a table
Number of Engineering and Technology scientists by D-index, Research.com 2026 ranking edition. Based on 9,796 ranked scientists.
D-Index Scientists This scientist
30 59
31 114
32 129
33 189 33
34 200
35 262
36 311
37 312
38 350
39 385
40 348
41 362
42 426
43 380
44 310
45 341
46 301
47 306
48 271
49 246
50 210
51 253
52 213
53 221
54 195
55 186
56 170
57 167
58 166
59 144
60 152
61 141
62 138
63 131
64 118
65 114
66 119
67 95
68 87
69 77
70 89
71 69
72 54
73 46
74 55
75 54
76 49
77 53
78 46
79 28
80 39
81 36
82 24
83 26
84 36
85 18
86 25
87 19
88 26
89 27
90 23
91 15
92 12
93 9
94 15
95 10
96 13
97 13
98 9
99 7
100 7
101 8
102 7
103 7
104 9
105 6
106 9
107+ 99
Download as CSV

Research.com Recognitions

  • 1987 - Fellow of the American Association for the Advancement of Science (AAAS)
  • 1981 - Fellow of the American Statistical Association (ASA)

Overview

Roy E. Welsch is affiliated with MIT in the United States and works primarily in the field of Computer Science, with a focus on areas such as Artificial Intelligence, Statistics and Probability, Computer Networks and Communications, Computer Vision and Pattern Recognition, and Endocrinology, Diabetes and Metabolism.

The scientist's recent published papers cover a range of topics and include:

  • "Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia" (2022), published in Nature Communications
  • "Self-training method based on GCN for semi-supervised short text classification" (2022), published in Information Sciences
  • "Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem" (2020), published in IEEE Access
  • "Predicting video engagement using heterogeneous DeepWalk" (2021), published in Neurocomputing
  • "Ambivert degree identifies crucial brain functional hubs and improves detection of Alzheimer's Disease and Autism Spectrum Disorder" (2020), published in NeuroImage Clinical

Frequent collaborators include:

  • Stan N. Finkelstein
  • Erik Cambria
  • Kenney Ng
  • Jagath C. Rajapakse
  • Lisa Tucker-Kellogg

Roy E. Welsch has contributed to several publication venues multiple times. The most frequent are:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • Neurocomputing
  • Cognitive Computation
  • bioRxiv (Cold Spring Harbor Laboratory)

The scientist's primary research topics include:

  • Advanced Causal Inference Techniques
  • Pressure Ulcer Prevention and Management
  • Stock Market Forecasting Methods
  • Statistical Methods and Inference
  • Diabetic Foot Ulcer Assessment and Management
  • Advanced Text Analysis Techniques
  • Health Systems, Economic Evaluations, Quality of Life

Throughout their career, Roy E. Welsch has been recognized as a Fellow by two major organizations: the American Association for the Advancement of Science (AAAS) in 1987 and the American Statistical Association (ASA) in 1981.

Best Publications

  • Regression Diagnostics: Identifying Influential Data and Sources of Collinearity

    David A. Belsley;Edwin Kuh;Roy E. Welsch

  • The Hat Matrix in Regression and ANOVA

    David C. Hoaglin;Roy E. Welsch

  • Algorithm 573: NL2SOL—An Adaptive Nonlinear Least-Squares Algorithm [E4]

    John E. Dennis;Roy E. Welsch

  • Efficient Bounded-Influence Regression Estimation

    William S. Krasker;Roy E. Welsch

  • Efficient Computing of Regression Diagnostics

    Paul F. Velleman;Roy E. Welsch

  • Natural language based financial forecasting: a survey

    Frank Z. Xing;Erik Cambria;Roy E. Welsch

  • Descriptors of Oxygen-Evolution Activity for Oxides: A Statistical Evaluation

    Wesley Terrence Hong;Roy E Welsch;Yang Shao-Horn

  • Stepwise Multiple Comparison Procedures

    Roy E. Welsch

  • Distinguishing between facts and opinions for sentiment analysis: survey and challenges

    Iti Chaturvedi;Erik Cambria;Roy E. Welsch;Francisco Herrera

  • Anomaly detection via a Gaussian Mixture Model for flight operation and safety monitoring

    Lishuai Li;R. John Hansman;Rafael Palacios;Roy Welsch

  • Techniques for nonlinear least squares and robust regression

    John E. Dennis;Roy E. Welsch

  • Linear regression diagnostics

    Roy E. Welsch;Edwin Kuh

  • Logistics agglomeration in the US

    Liliana Rivera;Yossi Sheffi;Roy Welsch

  • Regression Sensitivity Analysis and Bounded-Influence Estimation

    Roy E. Welsch

  • Algorithm 717: Subroutines for maximum likelihood and quasi-likelihood estimation of parameters in nonlinear regression models

    David S. Bunch;Roy E. Welsch

  • Intelligent Asset Allocation via Market Sentiment Views

    Frank Z. Xing;Erik Cambria;Roy E. Welsch

  • Detecting and Assessing Collinearity

    David A. Belsley;Edwin Kuh;Roy E. Welsch

  • INFLUENCE FUNCTIONS AND REGRESSION DIAGNOSTICS

    Roy E. Welsch

  • Deep learning enables automated scoring of liver fibrosis stages

    Yang Yu;Jiahao Wang;Chan Way Ng;Yukun Ma

  • Learning word dependencies in text by means of a deep recurrent belief network

    Iti Chaturvedi;Yew-Soon Ong;Ivor W. Tsang;Roy E. Welsch

Frequent Co-Authors

Jagath C. Rajapakse
Jagath C. Rajapakse Nanyang Technological University
Erik Cambria
Erik Cambria Nanyang Technological University
Paul Matsudaira
Paul Matsudaira National University of Singapore
Hanry Yu
Hanry Yu National University of Singapore
John E. Dennis
John E. Dennis Rice University
Vincent T. K. Chow
Vincent T. K. Chow National University of Singapore
Patrick Tan
Patrick Tan Duke NUS Graduate Medical School
Jie Yan
Jie Yan National University of Singapore
Sanford Weisberg
Sanford Weisberg University of Minnesota
Duane S. Boning
Duane S. Boning MIT

External Links

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