Marcus A. Maloof

46 total papers · 3.8k total citations
29 papers, 2.4k citations indexed

About

Marcus A. Maloof is a scholar working on Artificial Intelligence, Computer Networks and Communications and Information Systems. According to data from OpenAlex, Marcus A. Maloof has authored 29 papers receiving a total of 2.4k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 8 papers in Computer Networks and Communications and 5 papers in Information Systems. Recurrent topics in Marcus A. Maloof's work include Data Stream Mining Techniques (9 papers), Machine Learning and Data Classification (8 papers) and Network Security and Intrusion Detection (6 papers). Marcus A. Maloof is often cited by papers focused on Data Stream Mining Techniques (9 papers), Machine Learning and Data Classification (8 papers) and Network Security and Intrusion Detection (6 papers). Marcus A. Maloof collaborates with scholars based in United States, Poland and United Kingdom. Marcus A. Maloof's co-authors include J. Zico Kolter, Ryszard S. Michalski, Stephen H. Bach, Deanna D. Caputo, Thomas O. Binford, R. Nevatia, Pat Langley, Stephanie Sage, Sergey V. Beiden and Robert F. Wagner and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Expert Systems with Applications and Artificial Intelligence.

In The Last Decade

Marcus A. Maloof

29 papers receiving 2.2k citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

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 benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts

2007 448 citations J. Zico Kolter, Marcus A. Maloof Journal of Machine Learning Research profile →
Learning to Detect and Classify Malicious Executables in the Wild

2006 399 citations J. Zico Kolter, Marcus A. Maloof Journal of Machine Learning Research profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Marcus A. Maloof	1.8k	940	895	592	226	29	2.4k
Geoff Hulten	2.7k 1.6×	1.0k 1.1×	917 1.0×	773 1.3×	223 1.0×	19	3.2k
Ricard Gavaldà	1.9k 1.1×	513 0.5×	925 1.0×	679 1.1×	211 0.9×	89	2.8k
Sudarshan S. Chawathe	1.1k 0.6×	729 0.8×	1.4k 1.6×	898 1.5×	85 0.4×	74	2.3k
Lichao Sun	2.2k 1.3×	606 0.6×	717 0.8×	705 1.2×	63 0.3×	98	3.5k
Daniel Barbará	1.7k 1.0×	1.0k 1.1×	2.5k 2.8×	836 1.4×	122 0.5×	105	3.9k
R. Motwani	1.8k 1.0×	1.2k 1.2×	1.2k 1.4×	630 1.1×	184 0.8×	40	3.7k
Yanlei Diao	1.2k 0.7×	1.2k 1.2×	2.1k 2.4×	800 1.4×	200 0.9×	59	2.9k
Neil Immerman	2.7k 1.5×	487 0.5×	1.4k 1.6×	241 0.4×	294 1.3×	88	4.4k
Daniel Lowd	1.6k 0.9×	513 0.5×	363 0.4×	371 0.6×	123 0.5×	42	2.0k
Vipin Kumar	888 0.5×	276 0.3×	873 1.0×	327 0.6×	146 0.6×	66	2.0k

Countries citing papers authored by Marcus A. Maloof

Since Specialization

Citations

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

Fields of papers citing papers by Marcus A. Maloof

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marcus A. Maloof. 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 Marcus A. Maloof. The network helps show where Marcus A. Maloof may publish in the future.

Co-authorship network of co-authors of Marcus A. Maloof

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

All Works

Loading papers...

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.

Explore authors with similar magnitude of impact