:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Kundu, Mainak, Chen, Catherine, Islam, Rifatul, Uysal, Ismail, Kanjilal, Ria
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	https://arxiv.org/abs/2604.09799
Tags:	Add Tag No Tags, Be the first to tag this record!

Learning Under Laws: A Constraint-Projected Neural PDE Solver that Eliminates Hallucinations
by: Singha, Mainak
Published: (2025)

nanoML for Human Activity Recognition
by: Bacellar, Alan T. L., et al.
Published: (2025)

Process-aware Human Activity Recognition
by: Zheng, Jiawei, et al.
Published: (2024)

Human Activity Recognition using Smartphones
by: Sonawane, Mayur, et al.
Published: (2024)

Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI
by: Dembinsky, David, et al.
Published: (2025)

GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes
by: Fiori, Michele, et al.
Published: (2025)

Standardizing Your Training Process for Human Activity Recognition Models: A Comprehensive Review in the Tunable Factors
by: Huang, Yiran, et al.
Published: (2024)

Epileptic Seizure Detection and Prediction from EEG Data: A Machine Learning Approach with Clinical Validation
by: Jayanti, Ria, et al.
Published: (2025)

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
by: Qing, Yunpeng, et al.
Published: (2022)

Gated Adaptation for Continual Learning in Human Activity Recognition
by: Azghan, Reza Rahimi, et al.
Published: (2026)

Reservoir Network with Structural Plasticity for Human Activity Recognition
by: Zyarah, Abdullah M., et al.
Published: (2025)

SEZ-HARN: Self-Explainable Zero-shot Human Activity Recognition Network
by: De Silva, Devin Y., et al.
Published: (2025)

Detecting Suicidal Ideation in Text with Interpretable Deep Learning: A CNN-BiGRU with Attention Mechanism
by: Bhuiyan, Mohaiminul Islam, et al.
Published: (2025)

Efficient and Adaptive Human Activity Recognition via LLM Backbones
by: Bredikhin, Aleksandr, et al.
Published: (2026)

Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition
by: Popko, Maximilian, et al.
Published: (2022)

SETransformer: A Hybrid Attention-Based Architecture for Robust Human Activity Recognition
by: Liu, Yunbo, et al.
Published: (2025)

Towards Generalizable Human Activity Recognition: A Survey
by: Cai, Yize, et al.
Published: (2025)

ABE: A Unified Framework for Robust and Faithful Attribution-Based Explainability
by: Zhu, Zhiyu, et al.
Published: (2025)

Dendron: Enhancing Human Activity Recognition with On-Device TinyML Learning
by: Shalby, Hazem Hesham Yousef, et al.
Published: (2025)

Concept-Based Explainable Artificial Intelligence: Metrics and Benchmarks
by: Aysel, Halil Ibrahim, et al.
Published: (2025)

Towards Trustworthy Keylogger detection: A Comprehensive Analysis of Ensemble Techniques and Feature Selections through Explainable AI
by: Mahmud, Monirul Islam
Published: (2025)

Choose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity Recognition
by: Tempel, Felix, et al.
Published: (2024)

Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data
by: Yuan, Hang, et al.
Published: (2022)

Knowledge Distillation for Reservoir-based Classifier: Human Activity Recognition
by: Kagiyama, Masaharu, et al.
Published: (2025)

Human Activity Recognition Based on Electrocardiogram Data Only
by: Montazeri, Sina, et al.
Published: (2025)

Explainable Molecular Property Prediction: Aligning Chemical Concepts with Predictions via Language Models
by: Wang, Zhenzhong, et al.
Published: (2024)

Reveal-to-Revise: Explainable Bias-Aware Generative Modeling with Multimodal Attention
by: Mohammad, Noor Islam S., et al.
Published: (2025)

cGAN-Based High Dimensional IMU Sensor Data Generation for Enhanced Human Activity Recognition in Therapeutic Activities
by: Mohammadzadeh, Mohammad, et al.
Published: (2023)

CNN Autoencoders for Hierarchical Feature Extraction and Fusion in Multi-sensor Human Activity Recognition
by: Arabzadeh, Saeed, et al.
Published: (2025)

Too Good To Be True: performance overestimation in (re)current practices for Human Activity Recognition
by: Tello, Andrés, et al.
Published: (2023)

Bridging Generalization and Personalization in Human Activity Recognition via On-Device Few-Shot Learning
by: Kang, Pixi, et al.
Published: (2025)

MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model
by: Bandyopadhyay, Asmit, et al.
Published: (2025)

Federated Split Learning for Human Activity Recognition with Differential Privacy
by: Ndeko, Josue, et al.
Published: (2024)

MAGNETO: Edge AI for Human Activity Recognition -- Privacy and Personalization
by: Zuo, Jingwei, et al.
Published: (2024)

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities
by: Dhekane, Sourish Gunesh, et al.
Published: (2025)

Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review
by: Ye, Xiaozhou, et al.
Published: (2024)

CrisisKAN: Knowledge-infused and Explainable Multimodal Attention Network for Crisis Event Classification
by: Gupta, Shubham, et al.
Published: (2024)

Models Got Talent: Identifying High Performing Wearable Human Activity Recognition Models Without Training
by: Goldman, Richard, et al.
Published: (2025)

TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition
by: Kann, Bonpagna, et al.
Published: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
VUFIND_SESSION	"94375361a210a789abcfd64d7a665c10"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784433548.9293 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "94375361a210a789abcfd64d7a665c10" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=en; VUFIND_SESSION=94375361a210a789abcfd64d7a665c10; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"39778"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2604_09799/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2604_09799/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784433548.9118
REQUEST_TIME	1784433548

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
VUFIND_SESSION	"94375361a210a789abcfd64d7a665c10"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784433548.9293 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "94375361a210a789abcfd64d7a665c10" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=en; VUFIND_SESSION=94375361a210a789abcfd64d7a665c10; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"39778"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2604_09799/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2604_09799/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784433548.9118
REQUEST_TIME	1784433548

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: