
Completed
Posted
Paid on delivery
I am looking for an experienced academic editor/paraphraser to revise a research manuscript titled “Addressing Class Imbalance in Logistics Risk Prediction: A Machine Learning Approach to Shipment-Level Delivery Performance.” The manuscript is related to logistics, supply chain risk prediction, machine learning, class imbalance, SMOTE, Random Forest, Weighted XGBoost, ROC-AUC, PR-AUC, and delivery-risk modelling. The purpose of this project is to make the manuscript read more naturally, academically, and humanly while preserving the original meaning, methodology, results, tables, citations, and technical accuracy. The manuscript should not sound robotic, repetitive, or overly AI-generated. The work must be done through careful human academic rewriting, not by using automated paraphrasing tools. Scope of Work The freelancer will be required to: Paraphrase the full manuscript in a natural academic style. Improve sentence flow, clarity, and readability. Reduce repetitive phrasing and mechanical writing patterns. Maintain the original technical meaning, research findings, methodology, and numerical results. Preserve all citations, tables, figures, headings, and academic structure. Ensure the manuscript remains suitable for journal submission. Improve transitions between sections, especially Introduction, Literature Review, Methodology, Results, Discussion, and Conclusion. Check grammar, punctuation, and academic tone. Avoid changing the research contribution, statistical values, model results, or interpretation. Provide a polished final version in Microsoft Word format. Important Instructions Please do not rewrite the manuscript in a generic way. The paper contains specific technical details, including dataset preparation, exclusion of In Transit shipments, class imbalance treatment, SMOTE, Weighted XGBoost, PR-AUC, threshold tuning, and feature importance. These details must remain accurate. The manuscript currently has a high AI-writing similarity indication, so the writing needs to be made more natural, varied, and human-like through genuine editorial rewriting. However, the final version must still remain professional, academic, ethical, and publication-ready. Expected Deliverables The freelancer should submit: A fully paraphrased and polished manuscript in Word format. Track-changes version showing the edits. Clean final version without markup. A short note summarizing the major improvements made. Required Skills The ideal freelancer should have: Strong experience in academic editing and paraphrasing. Background in business, logistics, supply chain, data analytics, or machine learning papers. Ability to preserve technical and numerical accuracy. Excellent command of academic English. Experience with journal manuscript preparation. Ability to rewrite manually without using automated paraphrasing tools. Estimated Manuscript Length Approximately 7,000 words. Selection Criteria I will give preference to freelancers who can: Share examples of academic paraphrasing/editing work. Demonstrate experience with research manuscripts. Confirm that the work will be done manually. Maintain confidentiality of the manuscript. Deliver a clean, polished, publication-ready version.
Project ID: 40542484
69 proposals
Remote project
Active 5 days ago
Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
69 freelancers are bidding on average $117 USD for this job

Hi, I have read the project description and can manually edit and paraphrase your 7,000-word research manuscript while preserving its technical accuracy, methodology, numerical results, tables, figures, citations, and overall scientific contribution. I have extensive experience editing journal manuscripts in machine learning, data analytics, supply chain, logistics, and business research, ensuring they read naturally while maintaining publication-quality academic standards. I will carefully rewrite the manuscript section by section to improve readability, sentence flow, transitions, and academic tone without using automated paraphrasing tools. Technical concepts such as SMOTE, Weighted XGBoost, Random Forest, ROC-AUC, PR-AUC, threshold tuning, feature importance, and logistics risk modelling will remain accurate and unchanged. You will receive a Track Changes version, a clean publication-ready Word document, and a summary of the key editorial improvements. I also maintain complete confidentiality and can share examples of similar academic editing work upon request. Please message me for samples. Thanks, Soha
$70 USD in 2 days
7.7
7.7

Hello! A well-written research paper has a much better chance of making a strong impression on journal reviewers. I can manually edit and rewrite your manuscript to improve its flow, readability, and academic tone while keeping every technical detail, result, citation, table, and research finding exactly as intended. I have experience editing academic papers in business, data analytics, and machine learning, with a strong focus on preserving technical accuracy. Every revision will be done manually to make the writing sound natural, reduce repetitive wording, and ensure the manuscript is clear, professional, and ready for journal submission. Lets initiate a chat and discuss the project scope and budget in more detail. ThankYou.
$250 USD in 7 days
7.8
7.8

Hello, Has the manuscript already been submitted to a journal, or are you preparing it for first submission? I will manually refine and paraphrase your 7,000-word research manuscript to improve its academic flow, readability, and natural human tone while preserving all technical details, methodology, results, tables, citations, and numerical accuracy. You will receive a polished, publication-ready manuscript, a track-changes version, and a clean final copy suitable for journal submission. Please join me in the chat to discuss the project in detail, finalize it, and begin working on it promptly. AqSa
$250 USD in 7 days
7.7
7.7

Academic manuscripts in machine learning and logistics carry a distinct technical debt when rewritten by automated tools—the balance between preserving complex methodological detail and achieving natural academic prose requires manual intervention by someone who understands both domains. This manuscript's core challenge isn't simplification; it's maintaining precision across SMOTE implementation, Weighted XGBoost configuration, ROC-AUC/PR-AUC threshold tuning, and feature importance analysis while eliminating the repetitive structural patterns that trigger AI similarity flags. The work demands paraphrasing that varies sentence construction and transitions without altering numerical findings or technical accuracy. Delivery includes a track-changes version and clean final manuscript in Word, plus a summary of major refinements made. The manuscript will be rewritten manually—no automated paraphrasing tools. All citations, tables, figures, and research contributions remain intact and publication-ready. This aligns directly with manuscript preparation for journal submission in supply chain risk prediction literature.
$30 USD in 1 day
7.3
7.3

High AI-writing similarity in logistics ML research requires systematic human rewriting that preserves technical precision while eliminating robotic patterns. This manuscript demands more than surface-level paraphrasing—it needs structural redesign of sentence construction, vocabulary variation, and logical flow without compromising SMOTE methodology, XGBoost configurations, or ROC-AUC/PR-AUC metrics. Manuscript revision will focus on naturalizing academic voice across all sections. Introduction and Literature Review will be restructured for better narrative flow. Methodology section will maintain exact technical specifications while improving readability around dataset preparation and class imbalance treatment. Results and Discussion will be rewritten to eliminate repetitive phrasing while preserving numerical accuracy and interpretation integrity. Delivery includes track-changes version, clean final manuscript, and editorial summary documenting major improvements. Work is manual, not tool-based. All citations, tables, figures, and research contributions remain untouched. Final output will be publication-ready for journal submission within 5-7 business days depending on access to original file.
$30 USD in 1 day
7.0
7.0

⚡Plagiarism and AI-Free writing Project with Reprots⚡ I'm a professional Ph.D. 12+ Years Exp in academic writing, editing, proofreading, formating, technical writing, and data analyst (IBM SPSS). I provide 100% original, plagiarism-free, and AI-free writing with high-quality standards at an affordable budget. I hold a Ph.D. in Computer Science with a specialization in Software Engineering, an MBA, a B.Ed., an M.Ed. in Education, and a BSN in Nursing. With over 10 years of experience, I have written, edited, and published research papers in reputable international journals with recognized impact factors. I specialize in delivering well-researched, professionally written, and publication-ready academic content across a wide range of disciplines.
$30 USD in 1 day
6.3
6.3

Addressing Class Imbalance in Logistics Risk Prediction requires more than mechanical paraphrasing—it demands precision in preserving technical terminology while humanizing the prose. The challenge here is maintaining SMOTE implementation details, Weighted XGBoost configurations, and ROC-AUC/PR-AUC metrics while eliminating AI-detection patterns and repetitive structures that plague academic manuscripts. This manuscript will receive manual, line-by-line reconstruction focused on academic flow. Each section—from dataset preparation through threshold tuning—will be rewritten for natural readability without compromising numerical accuracy or research contribution. Sentence variation, improved transitions, and refined academic tone will be prioritized throughout. Deliverables include the paraphrased manuscript with tracked changes, clean final version, and a summary of structural improvements made. The work will be completed with confidentiality and delivered publication-ready in Word format. Supply chain and machine learning research represents core editorial territory. Timeline and final revision count can be confirmed upon acceptance.
$30 USD in 1 day
6.4
6.4

As an academic writer and a proficient paraphraser, I fully understand the value of effective communication in academic discourse. My expertise in Technical Writing, Scientific Manuscript Preparation, and Research Writing makes me an ideal fit for your project that focuses on enhancing the readability without compromising on technicality. Throughout my career, I have developed a reputation for delivering high-quality work with meticulous attention to data accuracy and interpretation - skills crucial for dealing with your research-oriented manuscript. I am keenly aware of the importance of maintaining confidentiality and professionalism when providing academic services. Hence, you can be assured of complete discretion in handling your work. Moreover, I’m well-versed in the expectations and requirements of journal submissions, ensuring that your manuscript remains suitable for every stage of the publication process. Finally, I can assure you that my work will be entirely manual and not reliant on automated paraphrasing tools. I recognize that preserving the genuine meaning and tone should be at the core of any rephrasing exercise, especially when dealing with complex technical details as in your manuscript. Let's work together to elevate your research manuscript into a human-designed form, truly reflecting its implications without losing its scientific rigour. Choose me for an exceptional delivery worthy of journal submission!
$30 USD in 1 day
6.1
6.1

Affordable, Early Delivery. ★★★★★★★★★★★★★★I hold a Masters degree which gives me the requisite background to handle writing from various subjects. I am a highly committed person towards my work. You can rely on QualityXenter for quality and consistency in writing. We never violate copyright rules. I have vast amount of experience in this industry since I am working from 2015 as a professional writer. I provide many modifications till to get your satisfactions. I have access to enough journals to use in your research project. I always produce quality work at VERY LOW RATES so, don't worry if you have a low budget for your work, I will be very happy to make a new client like you. I am producing quality work for my clients including ARTICLE WRITING, REPORT WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. Go through my profile link https://www.freelancer.com/u/qualityxenter
$30 USD in 1 day
5.6
5.6

Hi, I specialize in academic editing and paraphrasing, particularly in the field of logistics, supply chain risk prediction, and machine learning. As a PhD Scholar and Visiting Lecturer with expertise since 2016, I understand the importance of maintaining the original technical meaning, methodology, and results while enhancing the manuscript's readability and academic tone. In this project, I will carefully paraphrase the research manuscript, ensuring a natural academic style, improved sentence flow, and clarity. I will focus on reducing repetitive phrasing, maintaining technical accuracy, and enhancing transitions between sections to create a polished final version suitable for journal submission. My approach will involve manual rewriting to avoid robotic or AI-generated writing patterns, preserving the specific technical details mentioned in the manuscript, such as class imbalance treatment, SMOTE, Weighted XGBoost, and feature importance. I am committed to delivering a professional, publication-ready manuscript that reflects your research accurately. Javvad Yousuf PhD Scholar | Visiting Lecturer | SPSS Certified
$60 USD in 2 days
5.7
5.7

I am an expert in writing and also an expert in academic editor/paraphraser to revise a research manuscript titled “Addressing Class Imbalance in Logistics Risk Prediction: A Machine Learning Approach to Shipment-Level Delivery Performance.” I will ensure 100% Humanized writing and also will provide AI Turnitin report as well for your reference. I am sure i can do the methodology as per the related logistics, supply chain risk prediction, machine learning, class imbalance, SMOTE, Random Forest, Weighted XGBoost, ROC-AUC, PR-AUC, and delivery-risk modelling. I can cover the 7000 words as per your requirement mentioned and as per your guidelines. I read your project description and I am sure that I can handle your project. Also, an expert in Research writing, research reports, essays and advance essays, dissertations. I will ensure that your project will be delivered on time with high standard. Expert in all referencing styles (APA/ Harvard / IEEE /MLA/etc.). 100 % Assurance on zero percent plagiarism. TURNITIN / COPYSCAPE plagiarism report will be provided along with completed work Assistance will be provided with the number of clarifications until client satisfaction I will provide assistance even after the payment. And will maintain data (content) security. Free Turnitin plagiarism report Free Referencing I have more than 12+ years This is my profile: https://www.freelancer.in/u/citijayamala Please connect with me for more discussions Regards, Jaya
$200 USD in 3 days
5.7
5.7

Hello, I am absolutely a experienced proofreader and editor. I am interested and willing to accept your offer.I will always be ready to be hired by you at any time. All of my work has been rated 5 stars by my clients. If you are interested, please contact me. Please see my profile and portfolio here! https://www.freelancer.com/u/Wahyudimisyari Regards, Wah Yudi
$140 USD in 1 day
5.0
5.0

Hi, I read through your project for Human-Based Academic Paraphrasing and Language Refinement of Research Manuscript. You need help with human-based academic paraphrasing and language refinement of research manuscript. I can build and deliver this efficiently based on the job requirements. This fits well with my experience in Academic Writing, Article Rewriting, and Proofreading. I can take what you outlined and turn it into a clean final delivery, with attention to Academic Writing and Article Rewriting and the details in your brief. I will keep the implementation clean, practical, and aligned with your requested scope. Send me the details and I can start immediately.
$30 USD in 1 day
4.7
4.7

I hold a PhD in Computer Science from Germany, with a specialization in Machine Learning, including predictive modeling, data training, and model evaluation. I am also an active researcher with publications in both IEEE and Springer. One of my recent IEEE papers, which is included in my portfolio, focuses on object detection in foggy nighttime conditions using the SHIFT dataset and an RCNN-based approach. This project involved training and evaluating a deep learning model on a large-scale dataset, giving me strong hands-on experience in designing, implementing, and validating ML models. In addition to my research experience, I have a strong understanding of machine learning algorithms, including Random Forest, deep learning models, and predictive analytics. I am also well-versed in evaluating model performance using metrics such as PR-AUC, ROC-AUC, precision, recall, and F1-score, ensuring that predictive models are both accurate and reliable. My experience extends beyond model development to scientific writing. Having successfully published in high-impact venues such as IEEE and Springer, I understand how to structure a high-quality research manuscript, present experimental results effectively, and meet publication standards. I will ensure that your manuscript is well-written, technically sound, properly referenced, and original, following the academic and ethical standards expected by reputable journals. Regards
$220 USD in 20 days
4.4
4.4

As an established writer and Legal Expert, I have comprehensive experience in academic writing and editing that spans over seven years. In particular, my skills align seamlessly with your project's requirements, as I have a strong background in business, data analytics, and supply chain, which gives me a solid foundation to understand and enhance manuscripts from these fields. Moreover, my passion for clarity, precision, and in-depth research is primed to tackle the technical details in your manuscript such as dataset preparation, the exclusion of In Transit shipments and class imbalance treatment. One crucial aspect you've specified is the 'manual' approach needed for this project. I fully resonate with this requirement - I strongly advocate for relying on genuine human editorial rewriting rather than automated paraphrasing tools. This expressively reflects the respect for your work's specificity and ensures preservation of the original technique methodology, and numerical accuracy. I guarantee your satisfaction throughout every stage of our collaboration. Let’s combine our skills and expertise to refine your manuscript while preserving its unique identity.
$150 USD in 3 days
4.0
4.0

Hello, With 8+ years in research and writing, I can help you revise a research manuscript titled “Addressing Class Imbalance in Logistics Risk Prediction: A Machine Learning Approach to Shipment-Level Delivery Performance.”, ensuring it reads more naturally, academically, and humanly while preserving the original meaning, methodology, results, tables, citations, and technical accuracy. I pay close attention to academic tone, consistency, and formatting requirements (APA/MLA/Chicago or as needed), while preserving the author’s original meaning and argument. With experience proofreading research papers, literature reviews, and final manuscripts, I can deliver a polished document that is publication-ready and meets high academic standards. I am reliable, detail-oriented, and committed to quick turnaround times to help you confidently finalize your work. A Turnitin report and AI report will be attached as proof of 100% originality. I look forward to working with you on this project! Best regards, Sharon, N
$70 USD in 2 days
3.7
3.7

Hello, I am a PhD-qualified academic researcher and editor with extensive experience in paraphrasing and polishing research manuscripts for journal submission. I can manually revise your approximately 7,000-word paper while preserving its methodology, numerical results, citations, tables, figures, and technical meaning. I am familiar with machine-learning terminology, including Random Forest, Weighted XGBoost, SMOTE, class-imbalance handling, ROC-AUC, PR-AUC, threshold tuning, and feature importance. You will receive: Natural, publication-ready academic writing Improved clarity, flow, transitions, and sentence variety Complete removal of repetitive or mechanical phrasing Tracked changes in Microsoft Word A summary of the major improvements No-AI and plagiarism reports I will not alter the study’s findings, statistical values, or interpretations. I am ready to begin immediately and can also provide a sample edit. Regards, Irfan Khan, PhD-qualified
$140 USD in 7 days
3.3
3.3

I have a PhD in statistics, specializing machine learning methods. I have paraphrased, edited, rewritten, and rephrased scientific articles for more than 6 years. I can fully proofread and paraphrased, and improve the content presentation and provide smooth transition between sections. I can provide track of changes document so all modifications and changes can be traced.
$185 USD in 4 days
2.9
2.9

Hello, With over 6 years of experience in Proofreading, Article Rewriting, and Academic Writing, I am well-equipped to assist with your project. I understand the requirements for refining the academic manuscript "Addressing Class Imbalance in Logistics Risk Prediction" and ensuring it reads naturally while maintaining technical accuracy. I have successfully completed over 210 projects for a diverse range of clients, ensuring their satisfaction with my services. My expertise covers a wide range of writing, data analysis, design, and administrative support tasks, making me a comprehensive productivity partner for your needs. If you would like to discuss further details or have any questions, please feel free to connect with me in the chat. Regards, Amna
$30 USD in 1 day
2.6
2.6

Hi! I can manually refine your manuscript into a natural, publication-ready academic piece while preserving every technical detail, model result, and citation exactly as intended. I have extensive experience editing machine learning and supply chain research papers, including work with SMOTE, XGBoost, and imbalanced classification metrics like ROC-AUC and PR-AUC. You’ll receive a polished Word document with tracked changes, a clean version, and a clear summary of improvements—all done with strict confidentiality and no automated paraphrasing.
$250 USD in 1 day
2.2
2.2

Kuala Lumpur, Malaysia
Payment method verified
Member since Oct 27, 2013
$100-150 USD
$30-250 USD
$30-250 USD
$30-250 USD
$10-30 USD
$250-750 USD
$20-40 USD
$250-750 USD
₹600-2500 INR
₹600-1500 INR
€12-18 EUR / hour
£250-750 GBP
₹12500-37500 INR
₹600-1500 INR
$250-750 USD
$30-250 USD
$250-750 USD
₹750-1250 INR / hour
$30-250 USD
$30-250 USD
$30-250 USD
₹1500-12500 INR
₹75000-150000 INR
₹12500-37500 INR
₹12500-37500 INR