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Computer Science & Engineering

AMIR Lab

Advanced Machine Intelligence Research Lab

● Open for enrolment

24 members

18 publications

Virtual · Global

About this lab

The Advanced Machine Intelligence Research Lab (AMIR) is a virtual research group dedicated to pushing the boundaries of machine learning, deep learning, and autonomous systems. Founded in early 2024, the lab brings together students from BSc to PhD level under the guidance of Dr. Arfan Khan.

Our research spans foundational theory and applied systems — from novel architectures in neural computation to real-world deployment of intelligent agents. Members follow a structured three-phase programme: literature mastery → experimentation → publication.

AMIR Lab is affiliated with the IEEE Computational Intelligence Society. We publish primarily in IEEE Transactions, Elsevier journals, and top-tier ML conferences including NeurIPS, ICML, and AAAI.

Deep LearningFederated LearningNeural Architecture SearchAutonomous AgentsComputer VisionExplainable AITransfer LearningEdge MLGenerative Models

Student Journey

Apply & Get Matched

Submit your application and get matched with a supervisor within days.

Onboarding

Meet the team, set up tools, and finalize your research plan.

Guided Research

Weekly sessions with hands-on work and supervisor feedback.

Co-Author & Submit

Draft the paper, secure a Crossref DOI, and submit for review.

Publish & Certify

Paper gets published; certificate and recommendation letter issued.

What you earn

PublicationCo-author a peer reviewed paper with a Crossref DOI

RecommendationOfficial letter for PhD, scholarships or jobs

CertificateLab experience certificate after 3 months

Publications (18)

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We've moved to a "publish-as-you-go" schedule — accepted articles go live immediately instead of waiting to accumulate a full issue.

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Before you submit

The work is original, is not published and is not under review anywhere else. Preprints are allowed; see preprints.
Every author has agreed to the submission and meets the authorship criteria. Decide the list and order of authors now: changes are possible only before acceptance and only with the Editor's approval.
Studies with people or animals have ethics approval, named in the paper.
The paper is written in clear English. Language help is fine and should be acknowledged.

What to send

Anonymous manuscript: the paper without author names, affiliations or acknowledgements, so reviewers cannot identify you. In LaTeX, use the class option review.
Title page (separate file): title, all authors with given and family names, affiliations marked with lower-case letters, full postal addresses, emails and ORCID iDs, and the corresponding author.
Highlights (separate editable file named “Highlights”): 3 to 5 bullet points, each a complete sentence of at most 85 characters, stating the main findings. Methods and results on their own are not findings; avoid acronyms and specialised terms.
Author statement (separate file named “Author Statement”): each author's contribution using the CRediT roles, with authors' names first.
Cover letter: the key contributions of the work, why they are new, and why they suit the journal; confirm the work is original and not under review elsewhere.
Figures as separate files (vector, or at least 300 dpi), and any supplementary data or code.

Manuscript structure

Title: concise, without unfamiliar terms, acronyms or subjective words such as “novel” or “innovative”.
Abstract: one concise, factual paragraph of no more than 400 words: purpose, methods, principal results with numbers, and major conclusions. It must stand alone, so avoid references and uncommon abbreviations.
Keywords: up to six, avoiding general and plural terms and multiple concepts. Use only abbreviations firmly established in the field.
Introduction: the problem and why it matters; a concise, critical review of relevant international research and the gap it leaves; and the objectives of the study. No separate Related Work or Background section is needed.
Materials and methods: enough detail to reproduce the work; cite published methods and describe only changes. Design or development papers may use headings such as Design Requirements or Software Development, followed by Performance Evaluation or Validation.
Results: your own results, clear and concise, with variability and suitable statistics. Do not repeat values already shown in tables and figures.
Discussion: what the results mean, compared with published work, with the practical considerations and limitations of the study. Results and Discussion may be combined if it stays clear which results are yours.
Conclusions: the findings and why they matter, what was learned and what research should follow. Not a summary, and no bulleted lists.
Acknowledgements: at the end, before the references; people who helped but are not authors.
Declarations: author statement (CRediT), funding, competing interests, ethics approval, data and code availability, and use of generative AI.
References.

Format

Double spacing throughout, including the abstract, footnotes and references; wide margins; continuous line numbers; and every page numbered. The templates are already set up this way.
Sections numbered 1, 1.1, 1.1.1 (the abstract is not numbered), each with a short heading on its own line. Refer to sections by number, never to page numbers.
Define an acronym only for a term used often, at its first use in both the abstract and the main text. The plural adds “s” (UAV, UAVs), and the words behind an acronym are not capitalised unless they are proper nouns. Avoid italics for emphasis.
SI units. Tables are editable text, not images. Every figure and table is cited in order and has a caption: below figures, above tables.
You must hold permission for any figure or table reused from another source.

References

Use author-date citations with an alphabetical reference list. In the text, give the surname and year: “Peterson (1993) has shown” or “(Peterson and Kramer, 1993, pp. 12–16)”. For more than two authors write the first author and “et al.”, but list all authors in the reference list. Arrange references cited together chronologically, and label works by the same authors in the same year 1994a, 1994b. A research article usually needs 25 to 35 key references. Give a DOI for every reference that has one, cite the original source, keep self citation proportionate, and do not cite retracted work except to discuss the retraction.

Hippert, H.S., Pedreira, C.E., Souza, R.C., 2001. Neural networks for short-term load forecasting: A review and evaluation. IEEE Trans. Power Syst. 16 (1), 44–55. https://doi.org/10.1109/59.910780

How to submit

Email your files to welcome@scholarlabs.ai with the subject ABHS: Manuscript submission. The editorial office acknowledges every submission with a manuscript number within three working days. There is no fee at any stage.

After acceptance

You receive proofs to check within five working days.
The article is published online with a DOI, the dates it was received, accepted and published, and the CC BY 4.0 licence.
You may share the published version anywhere, at once.

ABHS · ISSN (online): Applied for · Published by ScholarLabs AI, Dhaka, Bangladesh

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