Giovanni Seni

988 total citations · 1 hit paper
16 papers, 681 citations indexed

About

Giovanni Seni is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Giovanni Seni has authored 16 papers receiving a total of 681 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Computer Vision and Pattern Recognition, 9 papers in Artificial Intelligence and 3 papers in Media Technology. Recurrent topics in Giovanni Seni's work include Handwritten Text Recognition Techniques (9 papers), Natural Language Processing Techniques (5 papers) and Vehicle License Plate Recognition (3 papers). Giovanni Seni is often cited by papers focused on Handwritten Text Recognition Techniques (9 papers), Natural Language Processing Techniques (5 papers) and Vehicle License Plate Recognition (3 papers). Giovanni Seni collaborates with scholars based in United States, France and Japan. Giovanni Seni's co-authors include John F. Elder, Edward A. K. Cohen, Rohini K. Srihari, Nasser M. Nasrabadi, Tasos Anastasakos, J. Andrieux, John P. Elder, John S. Seybold and Eddy Mayoraz and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Pattern Recognition and International Journal on Document Analysis and Recognition (IJDAR).

In The Last Decade

Giovanni Seni

16 papers receiving 637 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions

2010 343 citations Giovanni Seni, John F. Elder profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Giovanni Seni United States	6	258	212	68	58	51	16	681
Hui-Huang Hsu Taiwan	13	356 1.4×	279 1.3×	38 0.6×	115 2.0×	111 2.2×	81	874
Sujuan Hou China	14	242 0.9×	278 1.3×	51 0.8×	41 0.7×	49 1.0×	37	887
Shamila Nasreen Pakistan	6	377 1.5×	161 0.8×	38 0.6×	92 1.6×	70 1.4×	7	877
Ekaba Bisong United States	3	228 0.9×	102 0.5×	36 0.5×	56 1.0×	47 0.9×	3	740
B. H. Shekar India	14	200 0.8×	362 1.7×	91 1.3×	98 1.7×	39 0.8×	73	772
Basabi Chakraborty Japan	17	522 2.0×	241 1.1×	32 0.5×	99 1.7×	57 1.1×	131	1.0k
George E. Tsekouras Greece	19	440 1.7×	206 1.0×	34 0.5×	80 1.4×	12 0.2×	61	964
Gonzalo Martínez-Muñoz Spain	20	756 2.9×	348 1.6×	38 0.6×	115 2.0×	63 1.2×	41	1.2k
Renato Cordeiro de Amorim United Kingdom	14	416 1.6×	222 1.0×	45 0.7×	102 1.8×	57 1.1×	37	888
Dharmender Kumar India	14	269 1.0×	100 0.5×	73 1.1×	94 1.6×	28 0.5×	66	832

Countries citing papers authored by Giovanni Seni

Since Specialization

Citations

This map shows the geographic impact of Giovanni Seni's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Giovanni Seni with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Giovanni Seni more than expected).

Fields of papers citing papers by Giovanni Seni

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Giovanni Seni. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Giovanni Seni. The network helps show where Giovanni Seni may publish in the future.

Co-authorship network of co-authors of Giovanni Seni

This figure shows the co-authorship network connecting the top 25 collaborators of Giovanni Seni. A scholar is included among the top collaborators of Giovanni Seni based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Giovanni Seni. Giovanni Seni is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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16 of 16 papers shown

1.

Seni, Giovanni & John F. Elder. (2010). Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions. 2(1). 1–126. 343 indexed citations breakdown →

2.

Seni, Giovanni & John F. Elder. (2010). Ensemble Methods in Data Mining. 140 indexed citations

3.

Seni, Giovanni & John P. Elder. (2007). From trees to forests and rule sets. 1–1. 1 indexed citations

4.

Seni, Giovanni & John F. Elder. (2007). From trees to forests and rule sets. 1–1. 2 indexed citations

5.

Seni, Giovanni, et al.. (2007). Yield Modeling with Rule Ensembles. 228–233. 2 indexed citations

6.

Seni, Giovanni. (2003). Treadmill ink - enabling continuous pen input on small devices. 215–220. 3 indexed citations

7.

Seni, Giovanni, et al.. (2003). Online handwriting recognition in a form-filling task: evaluating the impact of context-awareness. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 5296. 109–109. 1 indexed citations

8.

Seni, Giovanni & Tasos Anastasakos. (2002). Non-cumulative character scoring in a forward search for online handwriting recognition. 6. 3450–3453. 3 indexed citations

9.

Andrieux, J. & Giovanni Seni. (2001). Coding efficiency of multi-ring and single-ring differential chain coding for telewriting application. IEE Proceedings - Vision Image and Signal Processing. 148(4). 241–241. 1 indexed citations

10.

Seni, Giovanni & John S. Seybold. (1999). Forward search with discontinuous probabilities for online handwriting recognition. 741–744. 1 indexed citations

11.

Seni, Giovanni, et al.. (1999). Diacritical processing for unconstrained online handwriting recognition using a forward search. International Journal on Document Analysis and Recognition (IJDAR). 2(1). 24–29. 5 indexed citations

12.

Seni, Giovanni, et al.. (1996). Generalizing edit distance to incorporate domain information: Handwritten text recognition as a case study. Pattern Recognition. 29(3). 405–414. 24 indexed citations

13.

Seni, Giovanni, Rohini K. Srihari, & Nasser M. Nasrabadi. (1996). Large vocabulary recognition of on-line handwritten cursive words. IEEE Transactions on Pattern Analysis and Machine Intelligence. 18(7). 757–762. 43 indexed citations

14.

Seni, Giovanni, et al.. (1995). <title>Generalizing edit distance for handwritten text recognition</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 2422. 54–65. 8 indexed citations

15.

Seni, Giovanni & Edward A. K. Cohen. (1994). External word segmentation of off-line handwritten text lines. Pattern Recognition. 27(1). 41–52. 101 indexed citations

16.

Seni, Giovanni & Edward A. K. Cohen. (1992). <title>Segmenting handwritten text lines into words using distance algorithms</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 1661. 61–72. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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