Ghulum Bakiri

2.9k total citations · 1 hit paper
5 papers, 1.8k citations indexed

About

Ghulum Bakiri is a scholar working on Artificial Intelligence, Information Systems and Signal Processing. According to data from OpenAlex, Ghulum Bakiri has authored 5 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 1 paper in Information Systems and 1 paper in Signal Processing. Recurrent topics in Ghulum Bakiri's work include Imbalanced Data Classification Techniques (2 papers), Neural Networks and Applications (2 papers) and Machine Learning and Algorithms (2 papers). Ghulum Bakiri is often cited by papers focused on Imbalanced Data Classification Techniques (2 papers), Neural Networks and Applications (2 papers) and Machine Learning and Algorithms (2 papers). Ghulum Bakiri collaborates with scholars based in Bahrain, United States and Germany. Ghulum Bakiri's co-authors include Tom Dietterich, Thomas G. Dietterich and Hermann Hild and has published in prestigious journals such as Machine Learning and Journal of Artificial Intelligence Research.

In The Last Decade

Ghulum Bakiri

4 papers receiving 1.6k 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.

Solving Multiclass Learning Problems via Error-Correcting Output Codes

1995 1.7k citations Tom Dietterich, Ghulum Bakiri Journal of Artificial Intelligence Research profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Ghulum Bakiri Bahrain	4	1.1k	713	180	138	137	5	1.8k
Douglas E. Zongker United States	8	757 0.7×	999 1.4×	168 0.9×	134 1.0×	222 1.6×	9	2.1k
Francesco Masulli Italy	18	786 0.7×	491 0.7×	234 1.3×	129 0.9×	105 0.8×	113	1.5k
Rajat Raina United States	10	1.2k 1.1×	823 1.2×	234 1.3×	148 1.1×	72 0.5×	11	2.0k
Mineichi Kudo Japan	18	734 0.7×	611 0.9×	238 1.3×	137 1.0×	146 1.1×	111	1.7k
Michael Gray United States	4	768 0.7×	520 0.7×	171 0.9×	165 1.2×	197 1.4×	5	1.9k
Bernd Fritzke Germany	11	1.6k 1.5×	1.0k 1.4×	300 1.7×	79 0.6×	128 0.9×	14	2.4k
Maurizio Filippone United Kingdom	20	934 0.8×	416 0.6×	224 1.2×	119 0.9×	206 1.5×	62	1.8k
Il-Seok Oh South Korea	16	780 0.7×	679 1.0×	77 0.4×	112 0.8×	134 1.0×	61	1.8k
Larry M. Manevitz Israel	15	924 0.8×	215 0.3×	157 0.9×	174 1.3×	112 0.8×	50	1.5k
Kenji Kira Japan	2	640 0.6×	331 0.5×	117 0.7×	237 1.7×	190 1.4×	2	1.3k

Countries citing papers authored by Ghulum Bakiri

Since Specialization

Citations

This map shows the geographic impact of Ghulum Bakiri'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 Ghulum Bakiri with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ghulum Bakiri more than expected).

Fields of papers citing papers by Ghulum Bakiri

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ghulum Bakiri. 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 Ghulum Bakiri. The network helps show where Ghulum Bakiri may publish in the future.

Co-authorship network of co-authors of Ghulum Bakiri

This figure shows the co-authorship network connecting the top 25 collaborators of Ghulum Bakiri. A scholar is included among the top collaborators of Ghulum Bakiri 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 Ghulum Bakiri. Ghulum Bakiri is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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5 of 5 papers shown

1.

Dietterich, Tom & Ghulum Bakiri. (1995). Solving Multiclass Learning Problems via Error-Correcting Output Codes. Journal of Artificial Intelligence Research. 2. 263–286. 1698 indexed citations breakdown →

2.

Dietterich, Thomas G., Hermann Hild, & Ghulum Bakiri. (1995). A comparison of ID3 and backpropagation for English text-to-speech mapping. Machine Learning. 18(1). 51–80. 21 indexed citations

3.

Dietterich, Thomas G., Hermann Hild, & Ghulum Bakiri. (1995). A Comparison of ID3 and Backpropagation for English Text-To-Speech Mapping. Machine Learning. 18(1). 51–80. 41 indexed citations

4.

Dietterich, Thomas G. & Ghulum Bakiri. (1991). Error-Correcting Output Codes: A General Method for Improving.

5.

Bakiri, Ghulum & Thomas G. Dietterich. (1991). Converting English text to speech: a machine learning approach. 10 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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