標(biāo)題: Titlebook: Advances in Knowledge Discovery and Data Mining; 27th Pacific-Asia Co Hisashi Kashima,Tsuyoshi Ide,Wen-Chih Peng Conference proceedings 202 [打印本頁] 作者: 雜技演員 時間: 2025-3-21 16:57
書目名稱Advances in Knowledge Discovery and Data Mining影響因子(影響力)
書目名稱Advances in Knowledge Discovery and Data Mining影響因子(影響力)學(xué)科排名
書目名稱Advances in Knowledge Discovery and Data Mining網(wǎng)絡(luò)公開度
書目名稱Advances in Knowledge Discovery and Data Mining網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Advances in Knowledge Discovery and Data Mining被引頻次
書目名稱Advances in Knowledge Discovery and Data Mining被引頻次學(xué)科排名
書目名稱Advances in Knowledge Discovery and Data Mining年度引用
書目名稱Advances in Knowledge Discovery and Data Mining年度引用學(xué)科排名
書目名稱Advances in Knowledge Discovery and Data Mining讀者反饋
書目名稱Advances in Knowledge Discovery and Data Mining讀者反饋學(xué)科排名
作者: ESPY 時間: 2025-3-21 21:50
Web-Scale Semantic Product Search with?Large Language Modelsh offline experiments on an e-commerce product dataset, we show that a distilled small BERT-based model (75M params) trained using our approach improves the search relevance metric by up to 23% over a baseline DSSM-based model with similar inference latency. The small model only suffers a 3% drop in作者: allude 時間: 2025-3-22 02:11
Multi-task Learning Based Keywords Weighted Siamese Model for?Semantic Retrievalfrom queries and documents automatically. Furthermore, we propose a novel multi-task framework that jointly trains both the deep Siamese model and the keywords identification model to help improve each other’s performance. We also conduct comprehensive experiments on both online A/B tests and two fa作者: sphincter 時間: 2025-3-22 08:38 作者: Basal-Ganglia 時間: 2025-3-22 12:15
MFBE: Leveraging Multi-field Information of?FAQs for?Efficient Dense Retrievalulting from multiple FAQ fields and performs well even with minimal labeled data. We empirically support this claim through experiments on proprietary as well as open-source public datasets in both unsupervised and supervised settings. Our model achieves around 27% and 23% better top-1 accuracy for 作者: 痛恨 時間: 2025-3-22 14:02
Isotropic Representation Can Improve Dense Retrieval we investigate out-of-distribution tasks where the test dataset differs from the training dataset. The results show that isotropic representation can certainly achieve a generally improved performance (The code is available at .).作者: JAMB 時間: 2025-3-22 20:50
Knowledge-Enhanced Prototypical Network with?Structural Semantics for?Few-Shot Relation Classificatinstruct the negative samples with various difficulties (i.e. hard, medium, and easy) based on the conceptual hierarchical structure. Experimental results on the FewRel?2.0 benchmark show that SKProto outperforms state-of-the-art models. We also demonstrate that SKProto has better robustness than oth作者: 散步 時間: 2025-3-22 22:58
MIDFA: Memory-Based Instance Division and?Feature Aggregation Network for?Video Object Detection problem (c). These three parts constitute the MIDFA network. Experiments show that our method achieves 83.76% mAP on the ImageNet VID dataset based on ResNet-101, and 84.6% mAP on ResNeXt-101. In addition, we also conduct experiments on a custom-designed multi-class VID dataset, and adding Instance作者: Obstreperous 時間: 2025-3-23 02:30
Vision Transformers for?Small Histological Datasets Learned Through Knowledge Distillation. Our best-performing ViT yields 0.961 and 0.911 F1-score and MCC, respectively, observing a 7% gain in MCC against stand-alone training. The proposed method presents a new perspective of leveraging knowledge distillation over transfer learning to encourage the use of customized transformers for eff作者: Chameleon 時間: 2025-3-23 07:37 作者: debris 時間: 2025-3-23 11:22 作者: Coma704 時間: 2025-3-23 14:36 作者: 油膏 時間: 2025-3-23 18:25 作者: 細(xì)頸瓶 時間: 2025-3-23 22:54
Event-Based Reset Control of MASulting from multiple FAQ fields and performs well even with minimal labeled data. We empirically support this claim through experiments on proprietary as well as open-source public datasets in both unsupervised and supervised settings. Our model achieves around 27% and 23% better top-1 accuracy for 作者: AGOG 時間: 2025-3-24 02:53
Event-Based Reset Control of MAS we investigate out-of-distribution tasks where the test dataset differs from the training dataset. The results show that isotropic representation can certainly achieve a generally improved performance (The code is available at .).作者: Lacunar-Stroke 時間: 2025-3-24 07:21
Guanglei Zhao,Hailong Cui,Shuang Liunstruct the negative samples with various difficulties (i.e. hard, medium, and easy) based on the conceptual hierarchical structure. Experimental results on the FewRel?2.0 benchmark show that SKProto outperforms state-of-the-art models. We also demonstrate that SKProto has better robustness than oth作者: flourish 時間: 2025-3-24 13:03
Zhenwei Liu,Donya Nojavanzadeh,Ali Saberi problem (c). These three parts constitute the MIDFA network. Experiments show that our method achieves 83.76% mAP on the ImageNet VID dataset based on ResNet-101, and 84.6% mAP on ResNeXt-101. In addition, we also conduct experiments on a custom-designed multi-class VID dataset, and adding Instance作者: Homocystinuria 時間: 2025-3-24 15:53
The Distributed Observer Approach,. Our best-performing ViT yields 0.961 and 0.911 F1-score and MCC, respectively, observing a 7% gain in MCC against stand-alone training. The proposed method presents a new perspective of leveraging knowledge distillation over transfer learning to encourage the use of customized transformers for eff作者: 群居男女 時間: 2025-3-24 21:47 作者: amnesia 時間: 2025-3-25 02:22
0302-9743 ng data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, big data technologies, and foundations..978-3-031-33379-8978-3-031-33380-4Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: HALL 時間: 2025-3-25 04:47 作者: jocular 時間: 2025-3-25 09:48
Cooperative Control of Linear Systems,two new upper-bound constraints, namely “.” and “.”, to effectively reduce the search space and the computational cost of finding the desired patterns. An efficient neighborhood-aware pattern-growth algorithm has also been presented in this paper to find all GFPs in a database. Experimental results demonstrate that our algorithm is efficient.作者: FATAL 時間: 2025-3-25 12:34 作者: mydriatic 時間: 2025-3-25 18:59
Toward Explainable Recommendation via?Counterfactual Reasoningese research gaps by proposing a co-attention-based fine-grained counterfactual explanation model that uses co-attention and aspect representation learning to directly capture user preferences toward different items for recommendation and explanation. The superiority of the proposed model is demonstrated through extensive experiments.作者: Lipohypertrophy 時間: 2025-3-25 20:17 作者: pericardium 時間: 2025-3-26 00:46
Preliminaries on Systems Theory,otification allocation with volume constraints. We have conducted both offline and online experiments to evaluate the effectiveness of our method, and the results demonstrate that our approach dramatically improves multiple core metrics of the user experience, such as daily active users.作者: 急性 時間: 2025-3-26 07:45 作者: 油膏 時間: 2025-3-26 09:08 作者: Chronological 時間: 2025-3-26 13:30
Joint Latent Topic Discovery and?Expectation Modeling for?Financial Marketsn annual return exceeding 10%. This performance surpasses existing benchmarks, setting a new state-of-the-art standard in stock return prediction and multiyear trading simulations (i.e., backtesting).作者: 辮子帶來幫助 時間: 2025-3-26 19:10 作者: 脫水 時間: 2025-3-26 23:09 作者: NAG 時間: 2025-3-27 03:24
0302-9743 PAKDD 2023, which took place in Osaka, Japan during May 25–28, 2023..The 143 papers presented in these proceedings were carefully reviewed and selected from 813 submissions. They deal with?new ideas, original research results, and practical development experiences from all KDD related areas, includi作者: CHOIR 時間: 2025-3-27 06:31 作者: Forsake 時間: 2025-3-27 12:56
https://doi.org/10.1007/978-3-031-33380-4data mining; machine learning; artificial intelligence; probability and statistics; Web mining; Natural L作者: Compatriot 時間: 2025-3-27 16:15
978-3-031-33379-8The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl作者: 功多汁水 時間: 2025-3-27 19:22 作者: 浪蕩子 時間: 2025-3-27 23:56 作者: choroid 時間: 2025-3-28 04:18
Preliminaries on Systems Theory,ion about the app. However, determining the proper volume of notifications sent to each user is a key challenge for improving user experience, particularly for new users whose preferences on push notifications are unknown. In this paper, we address the problem of app notification volume optimization作者: ENACT 時間: 2025-3-28 08:41 作者: eardrum 時間: 2025-3-28 11:45 作者: Endearing 時間: 2025-3-28 15:44
Communications and Control Engineeringancial loss, material inconvenience, and distress are sufficient examples to intensify the need for an automated complaint analysis tool in the financial domain, particularly on social media with diverse information-related affairs. Recently, advanced approaches like complaint detection with machine作者: Certainty 時間: 2025-3-28 19:43
Frank L. Lewis,Hongwei Zhang,Abhijit Dasy to spelling variants. The recent advances in BERT-like language model encoders, have however, not found their way to realtime search due to the strict inference latency requirement imposed on e-commerce websites. While bi-encoder BERT architectures enable fast approximate nearest neighbor search, 作者: BAN 時間: 2025-3-28 23:32
https://doi.org/10.1007/978-1-4471-5574-4models leverage the powerful dense embeddings from strong language models like BERT to better represent sentences (queries and documents). However, deep Siamese models can suffer from a sub-optimal relevance prediction since they can hardly identify keywords due to late interaction between the query作者: Exterior 時間: 2025-3-29 05:14 作者: obsolete 時間: 2025-3-29 10:35
Event-Based Reset Control of MASs been worked upon for many languages. Here, in response to a user query, a retrieval system typically returns the relevant FAQs from a knowledge-base. The efficacy of such a system depends on its ability to establish semantic match between the query and the FAQs in real-time. The task becomes chall作者: Keshan-disease 時間: 2025-3-29 14:49
Event-Based Reset Control of MASetermine the relevance. BERT representations, however, are known to follow an anisotropic distribution of a narrow cone shape and such an anisotropic distribution can be undesirable for relevance estimation. In this work, we first show that BERT representations in DR also follow an anisotropic distr作者: 反復(fù)無常 時間: 2025-3-29 16:08 作者: grudging 時間: 2025-3-29 23:32 作者: 祖?zhèn)髫敭a(chǎn) 時間: 2025-3-30 00:32 作者: defeatist 時間: 2025-3-30 08:08
Communications and Control Engineeringeen explored in detail. In this paper, we progress into the realms of large-scale modeling in medical synthesis by proposing . - a foundational cascaded latent diffusion model, which generates highly-realistic chest radiographs providing state-of-the-art quality on a 1-megapixel scale. We further pr作者: 廚師 時間: 2025-3-30 08:14
Toward Explainable Recommendation via?Counterfactual Reasoningeness, most of these models neglect the fact that not all aspects are equally important when users decide to purchase different items. As a result, the explanations generated may not reflect the users’ actual preferences. Furthermore, these models typically rely on external tools to extract aspect-l作者: 星星 時間: 2025-3-30 14:19
Online Volume Optimization for?Notifications via?Long Short-Term Value Modelingion about the app. However, determining the proper volume of notifications sent to each user is a key challenge for improving user experience, particularly for new users whose preferences on push notifications are unknown. In this paper, we address the problem of app notification volume optimization作者: Console 時間: 2025-3-30 18:15
Discovering Geo-referenced Frequent Patterns in?Uncertain Geo-referenced Transactional Databasesnomenon over time. Useful patterns that can empower the users to achieve socio-economic development lie hidden in this database. Finding these patterns is challenging as the existing frequent pattern mining studies ignore the spatial information of the items in a database. This paper proposes a gene作者: Bucket 時間: 2025-3-31 00:01
Joint Latent Topic Discovery and?Expectation Modeling for?Financial Marketse capturing interrelations between companies and their stocks. However, current relational stock methods are limited by their reliance on predefined stock relationships and the exclusive consideration of immediate effects. To address these limitations, we present a groundbreaking framework for finan作者: Acetaldehyde 時間: 2025-3-31 03:55
A Text2Text Generative Approach for?Financial Complaint Identificationancial loss, material inconvenience, and distress are sufficient examples to intensify the need for an automated complaint analysis tool in the financial domain, particularly on social media with diverse information-related affairs. Recently, advanced approaches like complaint detection with machine作者: 珠寶 時間: 2025-3-31 05:04 作者: 名字的誤用 時間: 2025-3-31 12:21 作者: interrupt 時間: 2025-3-31 14:31
