AI (Agnostic and Independent) Data Science: Is It Possible?

AI (Agnostic and Independent) Data Science: Is It Possible?

Saved in:

Bibliographic Details
Main Author:	Xiao-Li Meng
Format:	Article
Language:	English
Published:	The MIT Press 2023-07-01
Series:	Harvard Data Science Review
Online Access:	http://dx.doi.org/10.1162/99608f92.8a5f2975
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Medical Image Classification with Unified Model Agnostic Computation and Explainable AI
by: Elie Neghawi, et al.
Published: (2024-11-01)

XRGuard: A Model-Agnostic Approach to Ransomware Detection Using Dynamic Analysis and Explainable AI
by: M. Adnan Alvi, et al.
Published: (2025-01-01)

Noise-agnostic quantum error mitigation with data augmented neural models
by: Manwen Liao, et al.
Published: (2025-01-01)

Generative Local Interpretable Model-Agnostic Explanations
by: Mohammad Nagahisarchoghaei, et al.
Published: (2023-05-01)

FPG-AI RNN: A Technology-Agnostic Framework for the Automatic Acceleration of LSTM/GRU-Based Models on FPGAs
by: Tommaso Pacini, et al.
Published: (2025-01-01)

Energy-ordered resource stratification as an agnostic signature of life
by: Akshit Goyal, et al.
Published: (2025-03-01)

The Differences Between Atheists and Agnostics: A Comparison of Various Attitudes
by: Kenan Sevinç
Published: (2023-12-01)

Tissue-agnostic cancer therapies: promise, reality, and the path forward
by: Vivek Subbiah
Published: (2025-05-01)

Optical quantum sensing for agnostic environments via deep learning
by: Zeqiao Zhou, et al.
Published: (2024-12-01)

Continual deep reinforcement learning with task-agnostic policy distillation
by: Muhammad Burhan Hafez, et al.
Published: (2024-12-01)

Efficient deep learning model for classifying lung cancer images using normalized stain agnostic feature method and FastAI-2
by: Pranshu Saxena, et al.
Published: (2025-05-01)

Spatio-Temporal Agnostic Sampling for Imbalanced Multivariate Seasonal Time Series Data: A Study on Forest Fires
by: Abdul Mutakabbir, et al.
Published: (2025-01-01)

A problem-agnostic approach to feature selection and analysis using SHAP
by: John T. Hancock, et al.
Published: (2025-01-01)

Normal tissue transcriptional signatures for tumor-type-agnostic phenotype prediction
by: Corey Weistuch, et al.
Published: (2024-11-01)

What Are the Theoretical Lessons when Agnostic Hacker Politics Turn to the Right?
by: Johan Soderberg
Published: (2017-10-01)

EXAMINING THE IMPACT OF AI-POWERED WRITING TOOLS ON INDEPENDENT WRITING SKILLS OF HEALTH SCIENCE GRADUATES
by: Cynthia Milton, et al.
Published: (2024-12-01)

Research on Citrus Leaf Disease Recognition Using Class-Agnostic Contrastive Learning and Supervised Organizational Mapping
by: Wen Xiao, et al.
Published: (2025-01-01)

AI for science of science: A call for submissions
by: Shen Zhesi, et al.
Published: (2025-03-01)

Data Science: An Artificial Ecosystem
by: Xiao-Li MENG
Published: (2019-07-01)

Data Science and AI in Context: Summary and Insights
by: Alfred Spector
Published: (2024-08-01)

Scale-Agnostic Models Based on Dimensionless Quality by Design as Pharmaceutical Development Accelerator
by: Miquel Romero-Obon, et al.
Published: (2025-07-01)

Efficient class‐agnostic obstacle detection for UAV‐assisted waterway inspection systems
by: Pablo Alonso, et al.
Published: (2024-12-01)

Class-agnostic annotation of small RNAs balances sensitivity and specificity in diverse organisms
by: Nathan R. Johnson, et al.
Published: (2025-01-01)

Dependent Science in Independent Africa
by: MOROZENSKAYA Evgenia Viktorovna
Published: (2025-07-01)

Sequence Context‐Agnostic TadA‐Derived Cytosine Base Editors for Genome‐Wide Editing in Zebrafish
by: Shaohui Zheng, et al.
Published: (2025-04-01)

Information-entropy-driven generation of material-agnostic datasets for machine-learning interatomic potentials
by: Aparna P. A. Subramanyam, et al.
Published: (2025-07-01)

Information System Framework Architecture for Organization Agnostic Logistics Utilizing Standardized IoT Technologies
by: Dimitris Karadimas, et al.
Published: (2014-09-01)

Closing in on Hydrologic Predictive Accuracy: Combining the Strengths of High‐Fidelity and Physics‐Agnostic Models
by: Vinh Ngoc Tran, et al.
Published: (2023-09-01)

Operator-agnostic and real-time usable psychophysiological models of trust, workload, and situation awareness
by: Erin E. Richardson, et al.
Published: (2025-08-01)

Estimation of the Chances to Find New Phenomena at the LHC in a Model-Agnostic Combinatorial Analysis
by: Sergei V. Chekanov
Published: (2024-11-01)

Suitable Evaluation Frameworks for Disease-Agnostic Platforms for Remote Patient Monitoring: Scoping Review
by: Arrash Yassaee, et al.
Published: (2025-06-01)

Ensemble-Based Model-Agnostic Meta-Learning with Operational Grouping for Intelligent Sensory Systems
by: Mainak Mallick, et al.
Published: (2025-03-01)

AI Has Won Nobel Prizes in Hard Science: Can Humans Be Smarter—and Softer on Each Other?
by: Xiao-Li Meng
Published: (2024-10-01)

Few-shot crop disease recognition using sequence- weighted ensemble model-agnostic meta-learning
by: Junlong Li, et al.
Published: (2025-08-01)

Will the Use of AI Undermine Students Independent Thinking?
by: Roman Yavich
Published: (2025-05-01)

Gnostic and agnostic immunotherapy by tropism-retargeted herpes simplex virus without direct tumor treatment
by: Andrea Vannini, et al.
Published: (2025-07-01)

Exploring Consistent Feature Selection for Software Fault Prediction: An XAI-Based Model-Agnostic Approach
by: Adam Khan, et al.
Published: (2025-01-01)

Model-agnostic meta-learning-based region-adaptive parameter adjustment scheme for influenza forecasting
by: Jaeuk Moon, et al.
Published: (2023-01-01)

From tissue-specific to tissue-agnostic: HER2 overexpression and the rise of antibody-drug conjugates
by: Heidi C. Ko, et al.
Published: (2025-03-01)

Form Factor and Chemistry Agnostic Battery Deactivation Using Electrically Conductive Gel for Safe Transportation
by: Gordon Henry Waller, et al.
Published: (2025-05-01)