Everything about TF

🧭 Start here: a 6-step reading path

1. Read the overview: TFA 5-minute orientation
2. Skim a recent paper: TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech SeparationInfluential work since 2022
3. Pick up a classic book: Practical Railway EngineeringThe most-reprinted book on the subject
4. Read the landmark paper: An information-theoretic perspective of tf–idf measuresCited 1,211 times
5. Go sideways: GFA closely related topic
6. Go sideways: ATF (disambiguation)A closely related topic

🏆 Landmark papers (most cited)

• An information-theoretic perspective of tf–idf measures

  Akiko Aizawa · 2003 · Information Processing & Management · 1,211 citations

• Autism‐like behavioral phenotypes in BTBR T+tf/J mice

  H. G. McFarlane, G. K. Kusek, M. Yang · 2007 · Genes, Brain and Behavior · 736 citations

• Interpreting TF-IDF term weights as making relevance decisions

  Ho Chung Wu, Robert Wing Pong Luk, Kam Fai Wong · 2008 · ACM Transactions on Information Systems · 614 citations

• A comparative study of TF*IDF, LSI and multi-words for text classification

  Wen Zhang, Taketoshi Yoshida, Xijin Tang · 2011 · Expert Systems with Applications · 555 citations

• Text Mining: Use of TF-IDF to Examine the Relevance of Words to Documents

  Shahzad Qaiser, Ramsha Ali · 2018 · International Journal of Computer Applications · 553 citations

• Unusual Repertoire of Vocalizations in the BTBR T+tf/J Mouse Model of Autism

  Maria Luisa Scattoni, Shruti U. Gandhy, Laura Ricceri · 2008 · PLoS ONE · 525 citations

• Systematic discovery and characterization of regulatory motifs in ENCODE TF binding experiments

  Pouya Kheradpour, Manolis Kellis · 2013 · Nucleic Acids Research · 452 citations

• Tumor regression with regional distribution of the targeted toxin TF-CRM107 in patients with malignant brain tumors

  Douglas W. Laske, Richard J. Youle, Edward H. Oldfield · 1997 · Nature Medicine · 434 citations

🆕 Influential since 2022

• TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation

  Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi · 2023 · IEEE/ACM Transactions on Audio, Speech, and Language Processing · 213 citations

• Sentiment Classification: Review of Text Vectorization Methods: Bag of Words, Tf-Idf, Word2vec and Doc2vec

  Dept. of Computer Science, Jigawa State Colledge of Education, Gumel, Nigeria, Haisal Dauda Abubakar, Mahmood Umar · 2022 · SLU Journal of Science and Technology · 101 citations

• A Study of the Application of Weight Distributing Method Combining Sentiment Dictionary and TF-IDF for Text Sentiment Analysis

  Hao Liu, Xi Chen, Xiaoxiao Liu · 2022 · IEEE Access · 85 citations

• TF-DUBTACs Stabilize Tumor Suppressor Transcription Factors

  Jing Liu, Xufen Yu, He Chen · 2022 · Journal of the American Chemical Society · 76 citations

• Comparing Bag of Words and TF-IDF with different models for hate speech detection from live tweets

  Stephen Akuma, Tyosar Lubem, Isaac Terngu Adom · 2022 · International Journal of Information Technology · 75 citations

📚 Books worth reading

• Practical Railway EngineeringClifford F. Bonnett · 1996
• CITY AND THE RAILWAY IN EUROPE; ED. BY RALF ROTHRalf Roth · 2003
• 📕River Patrol Force TF-116Turner Publishing · 1996
• 📕Team Fortress 2 · 2014
• 📕Qand le JT de TF1 fait son cinémaMario Zunino · 2013
• 📕Ecclesiastical artIowa) T.F. Phillips Co. (Dubuque · 1906

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

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