XKDD 2020: due to many incoming requests, we would like to announce a one-week extension. The new deadline is 19 June 2020. KDD Lab Pisa Anna Monreale @rinziv ECML PKDD Francesco Bonchi Christoph Molnar 🦋 christophmolnar.bsky.social #xkdd2020 #xai #ai4eu #humaneai #sobigdata

At #sigir2020 BIRDS 2020, Riccardo Guidotti is now giving an invited talk: “Explaining Explanation Methods” Speaker homepage: kdd.isti.cnr.it/people/guidott…

#sigir2020 Per BIRDS Riccardo Guidotti invited talk: there is no universally interpretable explanation. It depends on who is affected by the system. The explanation should also match the user's background. Refs: arxiv.org/abs/1806.07552 arxiv.org/abs/1803.04263 arxiv.org/abs/1802.07810

#sigir2020 At BIRDS 2020, Riccardo Guidotti provides an overview of the dimensions of ML explanation methods, desired properties of explanation methods, and mentions issues with explanation complexity. Refs: arxiv.org/abs/1602.04938 arxiv.org/abs/1408.5456 kdd.org/exploration_fi…

At #sigir2020 BIRDS workshop, Riccardo Guidotti mentioned various existing attempts at ML explanation. CORELS: arxiv.org/abs/1704.01701 TREPAN: papers.nips.cc/paper/1152-ext… LORE: doi.org/10.1109/MIS.20… LIME: arxiv.org/abs/1602.04938

eXplain Image Classifiers with Latent Fratures sobigdata.eu/blog/black-box… KDD Lab Pisa SoBigData Anna Monreale Dino Pedreschi

Great XKDD2020 eXplainable Knowledge Discovery in Data Mining workshop online now! #xkdd2020 #ecmlpkdd KDD Lab Pisa AI4EU Anna Monreale — 𝑳 . 𝑰 . 𝑹 . 𝑨 ꒱ Francesco Bonchi Christoph Molnar 🦋 christophmolnar.bsky.social

Salvo Rinzivillo — 𝑳 . 𝑰 . 𝑹 . 𝑨 ꒱ presenting our hands-on tutorial on explainability IEEE DSAA 2024 2020!!! KDD Lab Pisa Anna Monreale Przemyslaw Biecek Riccardo Guidotti AI4EU

You can finally assess the effectiveness of your explanation methods by "Evaluating local explanation methods on ground truth"! #xai #kddlab KDD Lab Pisa SoBigData sciencedirect.com/science/articl…

Many thanks to our authors! mira burri , @SarahEskens , Kelsey Farish , Giancarlo Frosio , Riccardo Guidotti , #AtteJaaskelainen , andrea pin , EASA

I'm very happy about my contribution to the IRIS Special on "Artificial intelligence in the audiovisual sector" (bit.ly/3o6QSZD) #AI #XAI KDD Lab Pisa Maja Cappello

Explain locally, understand globally! GLocalX paper is finally out: sciencedirect.com/science/articl… KDD Lab Pisa Dino Pedreschi Anna Monreale

I am happy to announce that my last work is out: "Counterfactual explanations and how to find them: literature review and benchmarking" (link.springer.com/article/10.100…) I hope it can help many researchers in XAI. KDD Lab Pisa

Counterfactual explanations and how to find them! Very pleased to be a keynote speaker at the Joint EurAI Advanced Course on AI, TAILOR Summer School 2022. Thank you kg!!! KDD Lab Pisa SoBigData xai-project.eu link.springer.com/article/10.100….

Interested in a multi-disciplinary #PhD in Human-centered AI and its impacts on society? The call for 40+ admissions the Dottorato Nazionale in AI "AI & Society" at Università di Pisa is open! Deadline Aug 8 dottorato.unipi.it/index.php/en/a…

Final #CFP for XAI.it 2022 is now out di.uniba.it/~swap/xai-it/c… Deadline for paper submission: *October, 3* We're looking forward to your contributions about #explainableAI, #fairness, and #interpretability of #AI algorithms - AIxIA Giovanni Semeraro Riccardo Guidotti

I'm glad to announce our latest effort on "Explainable AI for Time Series Classification: A review, taxonomy and research directions". Check it out: ieeexplore.ieee.org/document/98952… KDD Lab Pisa SoBigData Andreas Theissler Francesco Spinnato Udo Schlegel #xai #timeseries #classification #ml

(1/3) Pointer[143]: Dietro le quinte di una cattedra universitaria - con Riccardo Guidotti (Riccardo Guidotti) 🎓 Oggi vi proponiamo un'intervista con Riccardo Guidotti, Professore presso il dipartimento di informatica dell'università di Pisa.

Hai domande su funzionamento, prerequisiti o frequenza del Master #online #multidisciplinare in #BigData & #AI? Partecipa all'#OpenDay il 17 Ottobre h17:00 e chiarisci tutti i dubbi! #IA #IntelligenzaArtificiale #DeepLearning #MachineLearning #Pisa masterbigdata.it/it/event/open-…

We present to you FROID, the new tool for solving imbalanced learning with outlier detection and features reduction!!! doi.org/10.1007/s10994… Andrea Pugnana Salvatore Lusito KDD Lab Pisa SoBigData