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1% generated by tables/make_tables.py from /Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/informatique/wp44/results/econometrics/its_results.json2\begin{table}[p]\centering\rotatebox{90}{\begin{minipage}{0.92\textheight}\centering\renewcommand{\arraystretch}{0.9}\caption{Data-driven break and changepoint dates by category, and whether any falls in the H3 window (October 2022 to June 2023).}\label{tab:p9-unknown-breaks}3\begin{threeparttable}\scriptsize\setlength{\tabcolsep}{3pt}4\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{\begin{tabular}{lrrrrrr}5\toprule6\textbf{Category} & \textbf{Bai--Perron (BIC)} & \textbf{Bai--Perron (LWZ)} & \textbf{PELT} & \textbf{BOCPD resets} & \textbf{BIC in window} & \textbf{PELT in window} \\7\midrule8AI Agents and Autonomous Syst. & 2022-07, 2024-07 & 2022-07, 2024-07 & 2023-12, 2025-08 & none & no & no \\9AI Safety and Alignment & 2021-06, 2022-09 & 2022-07 & 2020-02, 2024-02 & none & no & no \\10Accelerators and AI Hardware & 2024-11 & 2024-11 & 2023-04, 2025-01 & none & no & yes \\11Algorithms and Data Struct. & 2023-04 & 2023-04 & 2023-08, 2025-08 & none & yes & no \\12Applied Cryptography & 2022-07 & 2022-07 & 2022-11, 2024-12 & none & no & yes \\13Autonomous Sci. Discovery & 2020-02, 2022-06, 2024-07 & 2022-05 & 2020-02, 2023-12 & none & no & no \\14Blockchain Systems & 2020-04 & none & 2019-02, 2022-12 & 2019-03 & no & yes \\15Cloud Computing & 2022-11, 2025-01 & 2023-05 & 2025-01 & 2025-02 & yes & no \\16Compilers & 2023-04 & 2023-04 & 2023-10, 2025-10 & 2021-04 & yes & no \\17Computational Biology & 2020-02, 2023-12 & 2022-07 & 2020-02, 2023-12 & none & no & no \\18Computational Complexity & 2023-04 & 2023-04 & 2023-10, 2025-01 & none & yes & no \\19Computer Architecture & 2023-05 & 2023-05 & 2025-01 & none & yes & no \\20Computer Graphics & 2022-08, 2024-07 & 2022-08 & 2023-02, 2024-12 & none & no & yes \\21Computer Networks & 2022-02 & 2022-02 & 2023-05, 2024-12 & none & no & yes \\22Computer Vision & 2022-04 & 2022-04 & 2020-12, 2023-12 & none & no & no \\23Cybersecurity & 2022-07 & 2022-07 & 2022-11, 2024-12 & none & no & yes \\24Database Systems & 2023-11 & 2023-11 & 2023-11, 2025-01 & none & no & no \\25Deep Learning Architectures & 2021-07 & none & 2020-02, 2023-12 & 2019-03 & no & no \\26Distributed Computing & 2022-07, 2024-07 & 2023-04 & 2023-10, 2025-01 & none & no & no \\27Edge Computing & 2025-01 & none & 2020-06, 2023-12 & none & no & no \\28Federated Learning & 2020-02 & 2020-02 & 2020-02, 2023-05 & none & no & yes \\29Formal Verification & 2022-02, 2024-07 & 2024-09 & 2024-03, 2025-09 & 2024-03 & no & no \\30Foundation Models & 2021-10 & none & 2020-02, 2023-10 & none & no & no \\31Generative AI & 2021-11 & 2021-11 & 2020-12, 2023-12 & none & no & no \\32Human-Computer Interaction & 2022-11 & 2022-11 & 2023-12 & 2021-05 & yes & no \\33Information Retrieval & 2022-07, 2024-07 & 2023-07 & 2023-02, 2024-12 & none & no & yes \\34Large Language Models & 2022-07 & 2022-07 & 2023-10 & none & no & no \\35Machine Learning Theory & 2020-05, 2022-07 & 2021-07 & 2020-02, 2023-12 & none & no & no \\36Multimodal AI & 2022-04 & 2022-04 & 2020-12, 2023-12 & none & no & no \\37Natural Language Processing & 2022-07 & 2022-07 & 2023-10 & none & no & no \\38Operating Systems & 2023-09 & 2023-09 & 2024-11, 2026-01 & 2024-01 & no & no \\39Privacy-Preserving Comp. & 2022-07 & 2022-07 & 2020-12, 2023-12 & none & no & no \\40Programming Languages & 2022-04, 2024-06 & 2024-08 & 2023-10, 2025-10 & none & no & no \\41Quantum Computing & 2022-01, 2025-04 & 2024-04 & 2023-05, 2025-04 & none & no & yes \\42Reinforcement Learning & 2021-07, 2024-12 & 2024-12 & 2021-01, 2024-12 & none & no & no \\43Robotics & 2021-10 & none & 2020-09, 2023-12 & none & no & no \\44Scientific Computing & 2025-01 & 2025-01 & 2020-09, 2024-01 & none & no & no \\45Software Engineering & 2022-07 & 2022-07 & 2023-03, 2025-01 & none & no & yes \\46Speech and Audio Computing & 2023-05 & 2023-05 & 2023-05, 2025-12 & none & yes & yes \\47Sustainable Computing & 2022-07 & 2022-07 & 2022-11, 2024-12 & none & no & yes \\48\bottomrule49\end{tabular}}50\begin{tablenotes}\footnotesize\item Bai--Perron on the seasonally adjusted log series with trimming $h = 15$ months (no break possible after April 2025); PELT with the $\ell_2$ cost and a six-month minimum segment; BOCPD resets as defined in Part IV. The window test is the one pre-specified in H3; Bai--Perron dates carry no $p$-value.\end{tablenotes}51\end{threeparttable}\end{minipage}}\end{table}52
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